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Register at https://www.oncokb.org/apiAccess"},{"name":"NVIDIA_API_KEY","required":false,"secret":true,"description":"NVIDIA NIM API key for AlphaFold2 structure prediction, molecular docking, and genomics tools. Get key at https://build.nvidia.com"},{"name":"USPTO_API_KEY","required":false,"secret":true,"description":"USPTO API key for patent data access. Register at https://developer.uspto.gov/"},{"name":"UMLS_API_KEY","required":false,"secret":true,"description":"UMLS API key for medical terminology and concept mapping. Register at https://uts.nlm.nih.gov/uts/"},{"name":"BRENDA_EMAIL","required":false,"secret":false,"description":"BRENDA enzyme database login email. 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This value is passed as the optional limit parameter to the Express.js json() middleware."},{"name":"MDB_MCP_HTTP_HEADERS","required":false,"secret":false,"description":"Header that the HTTP server will validate when making requests (only used when transport is 'http')."},{"name":"MDB_MCP_HTTP_HOST","required":false,"secret":false,"description":"Host address to bind the HTTP server to (only used when transport is 'http')."},{"name":"MDB_MCP_HTTP_PORT","required":false,"secret":false,"description":"Port number for the HTTP server (only used when transport is 'http'). Use 0 for a random port."},{"name":"MDB_MCP_HTTP_RESPONSE_TYPE","required":false,"secret":false,"description":"The HTTP response type for tool responses: 'sse' for Server-Sent Events, 'json' for standard JSON responses."},{"name":"MDB_MCP_IDLE_TIMEOUT_MS","required":false,"secret":false,"description":"Idle timeout for a client to disconnect (only applies to http transport)."},{"name":"MDB_MCP_INDEX_CHECK","required":false,"secret":false,"description":"When set to true, enforces that query operations must use an index, rejecting queries that perform a collection scan."},{"name":"MDB_MCP_LOG_PATH","required":false,"secret":false,"description":"Folder to store logs."},{"name":"MDB_MCP_LOGGERS","required":false,"secret":false,"description":"Comma separated values of logger types."},{"name":"MDB_MCP_MAX_ACTIVE_CONNECTIONS","required":false,"secret":false,"description":"Maximum number of MongoDB connections a single scope (an MCP session by default, see connectionScope) can hold open. 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A per-profile SSH_MCP_<PROFILE>_KEY takes precedence."},{"name":"SSH_MCP_PASSPHRASE","required":false,"secret":true,"description":"Passphrase for an encrypted private key."},{"name":"SSH_MCP_SUDO_PASSWORD","required":false,"secret":true,"description":"Password the sudo tool escalates with, when the policy in force allows the privileged class."}]},"installSource":"registry","readmeUrl":"https://github.com/tufantunc/ssh-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/tufantunc/ssh-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"unbrowse-ai/unbrowse","name":"unbrowse","author":"unbrowse-ai","repo":"unbrowse-ai/unbrowse","category":"Scraping","categoryConfidence":0.6,"description":"Unbrowse — api native browser Skill/CLI/MCP/SDK for any agent. 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Required when conversion mode is remote."},{"name":"DOCLING_MCP_SERVICE_API_KEY","required":false,"secret":true,"description":"API key for authenticating with Docling Serve."},{"name":"DOCLING_MCP_SERVICE_TIMEOUT","required":false,"secret":false,"description":"Request timeout in seconds for the remote Docling Serve API. Default: 300.0."},{"name":"DOCLING_MCP_SERVICE_MAX_RETRIES","required":false,"secret":false,"description":"Maximum number of retry attempts for remote API requests. Default: 3."},{"name":"DOCLING_MCP_FALLBACK_TO_LOCAL","required":false,"secret":false,"description":"Set to 'true' to fall back to local conversion when Docling Serve is unreachable."},{"name":"DOCLING_MCP_KEEP_IMAGES","required":false,"secret":false,"description":"Set to 'true' to retain page images in converted documents. Default: false."},{"name":"DOCLING_MCP_IMAGES_SCALE","required":false,"secret":false,"description":"Image scale factor (e.g. 1.0, 2.0). Increase to avoid tensor batching errors. 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CartCut's MCP token; read from CartCut's own settings when unset."}]},"installSource":"registry","readmeUrl":"https://github.com/cartesiancs/cartcut/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/cartesiancs/cartcut/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"ckreiling/mcp-server-docker","name":"mcp-server-docker","author":"ckreiling","repo":"ckreiling/mcp-server-docker","category":"DevOps","categoryConfidence":0.8,"description":"MCP server for Docker","stars":746,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-server-docker"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/ckreiling/mcp-server-docker/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/ckreiling/mcp-server-docker/main/README.md","license":"GPL-3.0","language":"Python"},{"slug":"cso1z/feishu-mcp","name":"Feishu-MCP","author":"cso1z","repo":"cso1z/Feishu-MCP","category":"Productivity","categoryConfidence":0.72,"description":"Feishu / Lark 飞书文档与任务管理工具，支持 MCP 服务器和 CLI + Skill 两种使用方式，可无缝集成 Cursor、Claude Code、Cline 等 AI 编码工具","stars":741,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","feishu-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/cso1z/Feishu-MCP/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/cso1z/Feishu-MCP/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"disler/just-prompt","name":"just-prompt","author":"disler","repo":"disler/just-prompt","category":"Backend","categoryConfidence":0.8,"description":"just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)","stars":738,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["just-prompt"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/disler/just-prompt/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/disler/just-prompt/main/README.md","license":null,"language":"Python"},{"slug":"stevenstavrakis/obsidian-mcp","name":"obsidian-mcp","author":"StevenStavrakis","repo":"StevenStavrakis/obsidian-mcp","category":"Productivity","categoryConfidence":0.95,"description":"A simple MCP server for Obsidian","stars":737,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","obsidian-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/StevenStavrakis/obsidian-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/StevenStavrakis/obsidian-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"gh05tcrew/metasploitmcp","name":"MetasploitMCP","author":"GH05TCREW","repo":"GH05TCREW/MetasploitMCP","category":"Security","categoryConfidence":0.97,"description":"MCP Server for Metasploit","stars":734,"install":null,"installSource":"none","readmeUrl":"https://github.com/GH05TCREW/MetasploitMCP/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/GH05TCREW/MetasploitMCP/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"tbxark/mcp-proxy","name":"mcp-proxy","author":"TBXark","repo":"TBXark/mcp-proxy","category":"Tooling","categoryConfidence":0.6,"description":"An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.","stars":734,"install":null,"installSource":"none","readmeUrl":"https://github.com/TBXark/mcp-proxy/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/TBXark/mcp-proxy/master/README.md","license":"MIT","language":"Go"},{"slug":"agentic-mcp-tools/memora","name":"memora","author":"agentic-mcp-tools","repo":"agentic-mcp-tools/memora","category":"Agents","categoryConfidence":0.97,"description":"Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.","stars":729,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["memora-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/agentic-mcp-tools/memora/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/agentic-mcp-tools/memora/main/README.md","license":"MIT","language":"Python"},{"slug":"raresense/nova3d","name":"Nova3D","author":"RareSense","repo":"RareSense/Nova3D","category":"Image","categoryConfidence":0.75,"description":"Editable, part-aware 3D generation from text or reference images. Open-source client for nova3d.xyz.","stars":726,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["nova3d-mcp"],"env":[{"name":"NOVA3D_TOKEN","required":false,"secret":true,"description":"Advanced/manual fallback API key from https://app.nova3d.xyz/api-key. Preferred onboarding is browser sign-in via nova3d_login."},{"name":"NOVA3D_APP_URL","required":false,"secret":false,"description":"App URL used for conversation links, for example https://app.nova3d.xyz or http://127.0.0.1:5555"}]},"installSource":"registry","readmeUrl":"https://github.com/RareSense/Nova3D/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/RareSense/Nova3D/main/README.md","license":"MIT","language":"Dart"},{"slug":"elastic/mcp-server-elasticsearch","name":"mcp-server-elasticsearch","author":"elastic","repo":"elastic/mcp-server-elasticsearch","category":"Databases","categoryConfidence":0.95,"description":"The Elasticsearch MCP Server connects your AI agents to Elasticsearch data using the Model Context Protocol (MCP). 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This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.","stars":709,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-google-ads"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/cohnen/mcp-google-ads/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/cohnen/mcp-google-ads/main/README.md","license":"MIT","language":"Python"},{"slug":"kentcdodds/kody","name":"kody","author":"kentcdodds","repo":"kentcdodds/kody","category":"Agents","categoryConfidence":0.9,"description":"🐨 Your assistant's home — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host. Built on Cloudflare Workers.","stars":706,"install":{"kind":"remote","url":"https://kody.codes/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/kentcdodds/kody/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/kentcdodds/kody/main/README.md","license":"NOASSERTION","language":"TypeScript"},{"slug":"underloam/xbbg","name":"xbbg","author":"underloam","repo":"underloam/xbbg","category":"Business","categoryConfidence":0.7,"description":"Intuitive Data Workflows","stars":704,"install":{"kind":"local","runtime":"mcpb","command":null,"args":[],"ref":"https://github.com/underloam/xbbg/releases/download/v1.4.12/xbbg-mcp-v1.4.12.mcpb","env":[{"name":"XBBG_MCP_LIB_DIR","required":false,"secret":false,"description":"Optional directory containing Bloomberg runtime libraries. Leave unset to use BLPAPI_ROOT, an authorized vendored SDK layout, or Python blpapi fallback."},{"name":"XBBG_MCP_HOST","required":false,"secret":false,"description":"Bloomberg API host. Defaults to localhost."},{"name":"XBBG_MCP_PORT","required":false,"secret":false,"description":"Bloomberg API port. Defaults to 8194."},{"name":"XBBG_MCP_AUTH_METHOD","required":false,"secret":false,"description":"Bloomberg auth method: none, user, app, userapp, dir, manual, or token."},{"name":"XBBG_MCP_MAX_ROWS","required":false,"secret":false,"description":"Maximum rows returned to the MCP client per response. Defaults to 500."},{"name":"XBBG_MCP_MAX_CELLS","required":false,"secret":false,"description":"Maximum data cells across returned rows and columns. Defaults to 50000."},{"name":"XBBG_MCP_MAX_METADATA_PROPERTIES","required":false,"secret":false,"description":"Maximum metadata properties retained per response. Defaults to 50000."},{"name":"XBBG_MCP_MAX_METADATA_BYTES","required":false,"secret":false,"description":"Maximum metadata bytes parsed or returned per response. Defaults to 65536."},{"name":"XBBG_MCP_MAX_STRING_CHARS","required":false,"secret":false,"description":"Maximum characters per string value returned to the MCP client. Defaults to 2048."},{"name":"XBBG_MCP_MAX_STRING_BYTES","required":false,"secret":false,"description":"Maximum UTF-8 bytes per string value, including a truncation marker. Defaults to 8192; minimum 3."},{"name":"XBBG_MCP_MAX_RESULT_BYTES","required":false,"secret":false,"description":"Maximum compact-JSON bytes in the structured result, including diagnostics. Defaults to 1048576; minimum 2048."}]},"installSource":"registry","readmeUrl":"https://github.com/underloam/xbbg/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/underloam/xbbg/main/README.md","license":"Apache-2.0","language":"Rust"},{"slug":"xbbg-org/xbbg","name":"xbbg","author":"xbbg-org","repo":"xbbg-org/xbbg","category":"Business","categoryConfidence":0.7,"description":"Intuitive Data Workflows","stars":704,"install":{"kind":"local","runtime":"mcpb","command":null,"args":[],"ref":"https://github.com/xbbg-org/xbbg/releases/download/v1.4.12/xbbg-mcp-v1.4.12.mcpb","env":[{"name":"XBBG_MCP_LIB_DIR","required":false,"secret":false,"description":"Optional directory containing Bloomberg runtime libraries. Leave unset to use BLPAPI_ROOT, an authorized vendored SDK layout, or Python blpapi fallback."},{"name":"XBBG_MCP_HOST","required":false,"secret":false,"description":"Bloomberg API host. Defaults to localhost."},{"name":"XBBG_MCP_PORT","required":false,"secret":false,"description":"Bloomberg API port. Defaults to 8194."},{"name":"XBBG_MCP_AUTH_METHOD","required":false,"secret":false,"description":"Bloomberg auth method: none, user, app, userapp, dir, manual, or token."},{"name":"XBBG_MCP_MAX_ROWS","required":false,"secret":false,"description":"Maximum rows returned to the MCP client per response. Defaults to 500."},{"name":"XBBG_MCP_MAX_CELLS","required":false,"secret":false,"description":"Maximum data cells across returned rows and columns. Defaults to 50000."},{"name":"XBBG_MCP_MAX_METADATA_PROPERTIES","required":false,"secret":false,"description":"Maximum metadata properties retained per response. Defaults to 50000."},{"name":"XBBG_MCP_MAX_METADATA_BYTES","required":false,"secret":false,"description":"Maximum metadata bytes parsed or returned per response. Defaults to 65536."},{"name":"XBBG_MCP_MAX_STRING_CHARS","required":false,"secret":false,"description":"Maximum characters per string value returned to the MCP client. Defaults to 2048."},{"name":"XBBG_MCP_MAX_STRING_BYTES","required":false,"secret":false,"description":"Maximum UTF-8 bytes per string value, including a truncation marker. Defaults to 8192; minimum 3."},{"name":"XBBG_MCP_MAX_RESULT_BYTES","required":false,"secret":false,"description":"Maximum compact-JSON bytes in the structured result, including diagnostics. 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This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.","stars":670,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@a-bonus/google-docs-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/a-bonus/google-docs-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/a-bonus/google-docs-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"joaoh82/rustunnel","name":"rustunnel","author":"joaoh82","repo":"joaoh82/rustunnel","category":"Backend","categoryConfidence":0.6,"description":"Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. 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Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.","stars":409,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["marm-mcp-server"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/Lyellr88/marm-memory/blob/MARM-main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Lyellr88/marm-memory/MARM-main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"blurrah/mcp-graphql","name":"mcp-graphql","author":"blurrah","repo":"blurrah/mcp-graphql","category":"Backend","categoryConfidence":0.95,"description":"Model Context Protocol server for GraphQL","stars":407,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","mcp-graphql"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/blurrah/mcp-graphql/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/blurrah/mcp-graphql/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"indragiek/uniprof","name":"uniprof","author":"indragiek","repo":"indragiek/uniprof","category":"Tooling","categoryConfidence":0.8,"description":"Universal CPU profiler designed for humans and AI agents","stars":407,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","uniprof"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/indragiek/uniprof/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/indragiek/uniprof/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"aantthony/equation.io","name":"equation.io","author":"aantthony","repo":"aantthony/equation.io","category":"Education","categoryConfidence":0.5,"description":"Graphing calculator with a built-in CAS — successor to graph.tk","stars":406,"install":{"kind":"remote","url":"https://equation.io/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/aantthony/equation.io/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/aantthony/equation.io/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"oxbshw/watch-skill","name":"watch-skill","author":"oxbshw","repo":"oxbshw/watch-skill","category":"Video","categoryConfidence":0.6,"description":"Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.","stars":405,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["watch-skill"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/oxbshw/watch-skill/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/oxbshw/watch-skill/main/README.md","license":"MIT","language":"Python"},{"slug":"shinpr/mcp-local-rag","name":"mcp-local-rag","author":"shinpr","repo":"shinpr/mcp-local-rag","category":"Agents","categoryConfidence":0.95,"description":"Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. 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Set this to a mirror URL when direct downloads are blocked (defaults to https://huggingface.co)."},{"name":"MODEL_NAME","required":false,"secret":false,"description":"Embedding model name (defaults to Xenova/all-MiniLM-L6-v2)"},{"name":"MAX_FILE_SIZE","required":false,"secret":false,"description":"Maximum file size in bytes (defaults to 104857600 / 100MB)"},{"name":"RAG_MAX_DISTANCE","required":false,"secret":false,"description":"Maximum distance threshold for filtering search results. Results with distance greater than this value will be excluded. Lower values mean stricter filtering (e.g., 0.5 for high relevance only)"},{"name":"RAG_GROUPING","required":false,"secret":false,"description":"Grouping mode for quality filtering. 'similar' returns only the most similar group (stops at first distance jump). 'related' includes related groups (stops at second distance jump). 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If the requested device fails to initialize, the server throws an error."},{"name":"RAG_DTYPE","required":false,"secret":false,"description":"Embedding quantization dtype for the embedder (defaults to fp32). Opt-in and pass-through; accepts any dtype the chosen model provides (fp32, fp16, q8, int8, ...). If the model has no variant for the requested dtype, the server throws an error. Changing this changes the embedding space — re-ingest existing data."},{"name":"RAG_HYBRID_WEIGHT","required":false,"secret":false,"description":"Keyword boost factor for hybrid search (0.0-1.0, defaults to 0.6). 0 means semantic similarity only; higher values increase the keyword-match contribution to the final score."},{"name":"RAG_RERANK_CMD","required":false,"secret":false,"description":"External reranker command template. Use {query} and {top} for query text and result count; unset disables reranking."},{"name":"RAG_RERANK_TIMEOUT_MS","required":false,"secret":false,"description":"Time budget per rerank call in milliseconds (100-600000, defaults to 10000). On timeout the spawned command is killed and the pre-rerank ordering is returned."}]},"installSource":"registry","readmeUrl":"https://github.com/shinpr/mcp-local-rag/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/shinpr/mcp-local-rag/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"amrdab/clawdcursor","name":"clawdcursor","author":"AmrDab","repo":"AmrDab/clawdcursor","category":"Scraping","categoryConfidence":0.6,"description":"clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable elements, with a screenshot only when needed — then drives apps through reusable scripts, verifying every action and routing it through a single safety gate.","stars":403,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","clawdcursor"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/AmrDab/clawdcursor/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/AmrDab/clawdcursor/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"agent-next/polymarket-paper-trader","name":"polymarket-paper-trader","author":"agent-next","repo":"agent-next/polymarket-paper-trader","category":"Crypto","categoryConfidence":0.9,"description":"Paper trading simulator for Polymarket","stars":403,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["polymarket-paper-trader"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/agent-next/polymarket-paper-trader/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/agent-next/polymarket-paper-trader/main/README.md","license":"MIT","language":"Python"},{"slug":"planexeorg/planexe","name":"PlanExe","author":"PlanExeOrg","repo":"PlanExeOrg/PlanExe","category":"Productivity","categoryConfidence":0.7,"description":"Create a plan from a description in minutes","stars":401,"install":{"kind":"remote","url":"https://mcp.planexe.org/mcp","transport":"streamable-http","headers":[{"name":"X-API-Key","required":true,"secret":true,"description":"PlanExe API key (UserApiKey from home.planexe.org, usually prefixed pex_)."}]},"installSource":"registry","readmeUrl":"https://github.com/PlanExeOrg/PlanExe/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/PlanExeOrg/PlanExe/main/README.md","license":"MIT","language":"Python"},{"slug":"drfccv/mcp-server-12306","name":"mcp-server-12306","author":"drfccv","repo":"drfccv/mcp-server-12306","category":"Lifestyle","categoryConfidence":0.55,"description":"12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。","stars":401,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-server-12306"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/drfccv/mcp-server-12306/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/drfccv/mcp-server-12306/main/README.md","license":"MIT","language":"Python"},{"slug":"ilyautov/humanizer-ru","name":"humanizer-ru","author":"ilyautov","repo":"ilyautov/humanizer-ru","category":"Writing","categoryConfidence":0.95,"description":"humanizer-ru: редактура русского текста для AI-агентов. Убирает канцелярит и шаблонные обороты, сверяет смысл и факты. 67 признаков, 21 жёсткий запрет, сканер, CLI, MCP и расширение Chrome. | Russian text editing for AI agents: removes bureaucratese and template phrasing, checks facts.","stars":400,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["ru-humanizer"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/ilyautov/humanizer-ru/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/ilyautov/humanizer-ru/main/README.md","license":"MIT","language":"Python"},{"slug":"ultracontext/ultracontext-node","name":"ultracontext-node","author":"ultracontext","repo":"ultracontext/ultracontext-node","category":"Agents","categoryConfidence":0.9,"description":"Open Source Context infrastructure for AI agents. Auto-capture and share your agents' context everywhere.","stars":400,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","ultracontext-monorepo"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/ultracontext/ultracontext-node/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/ultracontext/ultracontext-node/main/README.md","license":"Apache-2.0","language":"JavaScript"},{"slug":"zhongweili/nanobanana-mcp-server","name":"nanobanana-mcp-server","author":"zhongweili","repo":"zhongweili/nanobanana-mcp-server","category":"Image","categoryConfidence":0.97,"description":"AI image generation MCP server powered by Google Gemini, with smart model selection and 4K output","stars":400,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["nanobanana-mcp-server"],"env":[{"name":"GEMINI_API_KEY","required":true,"secret":true,"description":"Your Gemini API key"},{"name":"IMAGE_OUTPUT_DIR","required":false,"secret":false,"description":"The image output directory"}]},"installSource":"registry","readmeUrl":"https://github.com/zhongweili/nanobanana-mcp-server/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/zhongweili/nanobanana-mcp-server/master/README.md","license":"MIT","language":"Python"},{"slug":"cisco-open/network-sketcher","name":"network-sketcher","author":"cisco-open","repo":"cisco-open/network-sketcher","category":"DevOps","categoryConfidence":0.72,"description":"Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration data.","stars":399,"install":null,"installSource":"none","readmeUrl":"https://github.com/cisco-open/network-sketcher/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/cisco-open/network-sketcher/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"extelligence-ai/bagel","name":"bagel","author":"Extelligence-ai","repo":"Extelligence-ai/bagel","category":"Systems","categoryConfidence":0.9,"description":"Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.","stars":397,"install":{"kind":"local","runtime":"docker","command":"docker","args":["run","-i","--rm","ghcr.io/extelligence-ai/bagel/ros2-kilted:2.4.0"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/Extelligence-ai/bagel/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Extelligence-ai/bagel/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"nighttrek/software-planning-mcp","name":"Software-planning-mcp","author":"NightTrek","repo":"NightTrek/Software-planning-mcp","category":"Productivity","categoryConfidence":0.6,"description":"An experiment in software planning using MCP","stars":396,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","software-planning-tool"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/NightTrek/Software-planning-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/NightTrek/Software-planning-mcp/main/README.md","license":"MIT","language":"JavaScript"},{"slug":"ivnvxd/mcp-server-odoo","name":"mcp-server-odoo","author":"ivnvxd","repo":"ivnvxd/mcp-server-odoo","category":"Business","categoryConfidence":0.9,"description":"Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.","stars":396,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-server-odoo"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/ivnvxd/mcp-server-odoo/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/ivnvxd/mcp-server-odoo/main/README.md","license":"MPL-2.0","language":"Python"},{"slug":"worldwidelaw/legal-sources","name":"legal-sources","author":"worldwidelaw","repo":"worldwidelaw/legal-sources","category":"Business","categoryConfidence":0.9,"description":"Open-source collection scripts for open legal data from 110+ countries maintained by the Legal Data Hunter agent. Request your government's data source or contribute a script.","stars":396,"install":{"kind":"remote","url":"https://legaldatahunter.com/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/worldwidelaw/legal-sources/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/worldwidelaw/legal-sources/main/README.md","license":"AGPL-3.0","language":"Python"},{"slug":"blockrunai/blockrun-mcp","name":"blockrun-mcp","author":"blockrunai","repo":"blockrunai/blockrun-mcp","category":"Research","categoryConfidence":0.75,"description":"Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.","stars":395,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@blockrun/mcp"],"env":[{"name":"BLOCKRUN_WALLET_KEY","required":false,"secret":true,"description":"Optional: EVM private key (0x-prefixed hex) for USDC payments on Base; also the Polymarket signer. If not set, a wallet is auto-generated."},{"name":"SOLANA_WALLET_KEY","required":false,"secret":true,"description":"Optional: Solana private key (bs58) for USDC payments on Solana. Setting it selects the Solana chain. If not set, a wallet is auto-generated."},{"name":"BLOCKRUN_API_KEY","required":false,"secret":true,"description":"Optional: BlockRun account API key; bills your prepaid balance instead of a wallet (no per-call network fee). 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Required only for SearchApi primary or fallback modes."},{"name":"SURF_SEARCH_PROVIDER","required":false,"secret":false,"description":"Provider for search and search_parallel: browser, searchapi, or fallback. Defaults to browser."},{"name":"SURF_SCHOLAR_PROVIDER","required":false,"secret":false,"description":"Provider for scholar_search: browser, searchapi, or fallback. Defaults to browser."},{"name":"SURF_BROWSER_ENGINE","required":false,"secret":false,"description":"Browser engine: auto, native, or playwright. Auto uses one hidden native Chrome broker shared across local MCP sessions."},{"name":"CHROME_PATH","required":false,"secret":false,"description":"Absolute path to the Chrome binary. Auto-detected on Windows/macOS/Linux when omitted."},{"name":"SURF_PROFILE_ROOT","required":false,"secret":false,"description":"Directory for the warm Chrome profile. Defaults to ~/.google-surf-mcp."},{"name":"SURF_RESEARCH","required":false,"secret":false,"description":"Enable local project memory and hybrid retrieval. Defaults to true."},{"name":"SURF_RETRIEVAL_MODE","required":false,"secret":false,"description":"Shared route for search and search_parallel: live or hybrid. Defaults to hybrid."},{"name":"SURF_RESEARCH_ROOT","required":false,"secret":false,"description":"Embedded SurrealDB data directory. Defaults to <profile>/research."},{"name":"SURF_RESEARCH_VECTOR_MODEL","required":false,"secret":false,"description":"Local model for HNSW retrieval and shared reranking. Defaults to Xenova/multilingual-e5-small; use off to disable."},{"name":"SURF_RESEARCH_VECTOR_LOW_MEMORY","required":false,"secret":false,"description":"Disable ONNX CPU memory arena and memory pattern. Defaults to true."},{"name":"SURF_RESEARCH_VECTOR_THREADS","required":false,"secret":false,"description":"ONNX intra-op thread count from 1 to 16. Defaults to 4."},{"name":"SURF_RESEARCH_REPO_AUTO","required":false,"secret":false,"description":"Sparse-index at most one eligible small GitHub repository per search call. Defaults to true."},{"name":"SURF_RESEARCH_REPO_AUTO_MAX_MB","required":false,"secret":false,"description":"Maximum searchable repository source-text size in MB. Assets are excluded. Defaults to 20."},{"name":"SURF_RESEARCH_REPO_AUTO_MAX_FILES","required":false,"secret":false,"description":"Maximum repository source file count for automatic indexing. Defaults to 2000."},{"name":"SURF_RESEARCH_BROKER_IDLE_MS","required":false,"secret":false,"description":"Shared research broker idle lifetime in milliseconds. Defaults to 60000."},{"name":"SURF_RESEARCH_READ_CONCURRENCY","required":false,"secret":false,"description":"Maximum concurrent research broker reads. Defaults to 4."},{"name":"SURF_RESEARCH_QUERY_TIMEOUT_MS","required":false,"secret":false,"description":"Timeout per embedded SurrealDB query in milliseconds. Defaults to 120000; timed-out retrieval lanes are reported as partial."},{"name":"GITHUB_TOKEN","required":false,"secret":true,"description":"Optional token that raises GitHub API limits for repository inspection."},{"name":"SURF_LOCALE","required":false,"secret":false,"description":"Browser locale, e.g. en-US."},{"name":"SURF_TZ","required":false,"secret":false,"description":"IANA timezone, e.g. America/New_York. Defaults to system timezone."},{"name":"SURF_HEADLESS","required":false,"secret":false,"description":"Controls Playwright extraction, compatibility, and recovery paths. Native search hides normal system Chrome and shows it only for CAPTCHA recovery."},{"name":"SURF_IDLE_CLOSE_MS","required":false,"secret":false,"description":"Idle ms before closing the sequential ctx and pool. 0 disables idle auto-close. Defaults to 30000."},{"name":"SURF_ALLOW_PRIVATE","required":false,"secret":false,"description":"Set to 'true' to allow extract on private/loopback addresses (localhost, 10.x, 192.168.x, 169.254.x, etc). Default blocks them as an SSRF guard."},{"name":"SURF_LLM_HEAL","required":false,"secret":false,"description":"Enable the optional workflow-only LLM selector repair path. Defaults to false."},{"name":"SURF_LLM_PROVIDER","required":false,"secret":false,"description":"LLM selector repair provider: anthropic or orcarouter. Defaults to anthropic."},{"name":"SURF_LLM_MODEL","required":false,"secret":false,"description":"Optional model override. 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Query, explore, visualize, and open agent database work as editable SQL workspaces.","stars":290,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","doryporoject"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/dorylab/dory/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/dorylab/dory/main/README.md","license":"Apache-2.0","language":"TypeScript"},{"slug":"lyonzin/knowledge-rag","name":"knowledge-rag","author":"lyonzin","repo":"lyonzin/knowledge-rag","category":"Agents","categoryConfidence":0.95,"description":"Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.","stars":290,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["knowledge-rag"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/lyonzin/knowledge-rag/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/lyonzin/knowledge-rag/master/README.md","license":"MIT","language":"Python"},{"slug":"alfanous-team/alfanous","name":"alfanous","author":"Alfanous-team","repo":"Alfanous-team/alfanous","category":"Research","categoryConfidence":0.55,"description":"Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...","stars":289,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["alfanous3-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/Alfanous-team/alfanous/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Alfanous-team/alfanous/main/README.md","license":"LGPL-3.0","language":"Python"},{"slug":"mjyoo2/overleafmcp","name":"OverleafMCP","author":"mjyoo2","repo":"mjyoo2/OverleafMCP","category":"Docs","categoryConfidence":0.9,"description":"Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push          section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.","stars":289,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@mjyoo2/overleaf-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/mjyoo2/OverleafMCP/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/mjyoo2/OverleafMCP/master/README.md","license":"MIT","language":"JavaScript"},{"slug":"jeff-nasseri/mikrotik-mcp","name":"mikrotik-mcp","author":"jeff-nasseri","repo":"jeff-nasseri/mikrotik-mcp","category":"DevOps","categoryConfidence":0.85,"description":"MCP server for Mikrotik","stars":288,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-server-mikrotik"],"env":[{"name":"MIKROTIK_HOST","required":false,"secret":false,"description":"IP address or hostname of the MikroTik router (single-device mode; default: 127.0.0.1). 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Holds credentials."}]},"installSource":"registry","readmeUrl":"https://github.com/jeff-nasseri/mikrotik-mcp/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/jeff-nasseri/mikrotik-mcp/master/README.md","license":"MIT","language":"Python"},{"slug":"dengyier/openworkproof","name":"OpenWorkProof","author":"dengyier","repo":"dengyier/OpenWorkProof","category":"Agents","categoryConfidence":0.75,"description":"Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems","stars":287,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["openworkproof"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/dengyier/OpenWorkProof/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/dengyier/OpenWorkProof/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"mastergo-design/mastergo-magic-mcp","name":"mastergo-magic-mcp","author":"mastergo-design","repo":"mastergo-design/mastergo-magic-mcp","category":"Design","categoryConfidence":0.95,"description":"MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models.","stars":286,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@mastergo/magic-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/mastergo-design/mastergo-magic-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/mastergo-design/mastergo-magic-mcp/main/README.md","license":null,"language":"TypeScript"},{"slug":"yonatangross/orchestkit","name":"orchestkit","author":"yonatangross","repo":"yonatangross/orchestkit","category":"Agents","categoryConfidence":0.95,"description":"The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.","stars":286,"install":{"kind":"local","runtime":"docker","command":"docker","args":["run","-i","--rm","ghcr.io/yonatangross/orchestkit-docs-mcp:10.0.0-beta.137"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/yonatangross/orchestkit/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/yonatangross/orchestkit/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"yoshiko-pg/o3-search-mcp","name":"o3-search-mcp","author":"yoshiko-pg","repo":"yoshiko-pg/o3-search-mcp","category":"Research","categoryConfidence":0.88,"description":"MCP server for OpenAI o3 web search","stars":286,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","o3-search-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/yoshiko-pg/o3-search-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/yoshiko-pg/o3-search-mcp/main/README.md","license":"MIT","language":"JavaScript"},{"slug":"kevinwatt/yt-dlp-mcp","name":"yt-dlp-mcp","author":"kevinwatt","repo":"kevinwatt/yt-dlp-mcp","category":"Video","categoryConfidence":0.7,"description":"A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Language Models using yt-dlp.","stars":285,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@kevinwatt/yt-dlp-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/kevinwatt/yt-dlp-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/kevinwatt/yt-dlp-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"isaacphi/mcp-gdrive","name":"mcp-gdrive","author":"isaacphi","repo":"isaacphi/mcp-gdrive","category":"Productivity","categoryConfidence":0.7,"description":"Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets","stars":283,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@isaacphi/mcp-gdrive"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/isaacphi/mcp-gdrive/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/isaacphi/mcp-gdrive/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"kiliczsh/mcp-mongo-server","name":"mcp-mongo-server","author":"kiliczsh","repo":"kiliczsh/mcp-mongo-server","category":"Databases","categoryConfidence":0.97,"description":"A Model Context Protocol Server for MongoDB","stars":282,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","mcp-mongo-server"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/kiliczsh/mcp-mongo-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/kiliczsh/mcp-mongo-server/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"yanxingliu/dify-mcp-server","name":"dify-mcp-server","author":"YanxingLiu","repo":"YanxingLiu/dify-mcp-server","category":"Agents","categoryConfidence":0.85,"description":"Model Context Protocol (MCP) Server for dify workflows","stars":281,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["dify-mcp-server"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/YanxingLiu/dify-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/YanxingLiu/dify-mcp-server/main/README.md","license":null,"language":"Python"},{"slug":"oleksiijko/pmb","name":"pmb","author":"oleksiijko","repo":"oleksiijko/pmb","category":"Agents","categoryConfidence":0.95,"description":"Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.","stars":281,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["pmb-ai"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/oleksiijko/pmb/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/oleksiijko/pmb/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"jordanburke/reddit-mcp-server","name":"reddit-mcp-server","author":"jordanburke","repo":"jordanburke/reddit-mcp-server","category":"Marketing","categoryConfidence":0.6,"description":"⚙️ A Model Context Protocol (MCP) that provides tools for fetching and creating Reddit content","stars":280,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","reddit-mcp-server"],"env":[{"name":"REDDIT_CLIENT_ID","required":false,"secret":false,"description":"Reddit app client ID (optional - enables higher rate limits)"},{"name":"REDDIT_CLIENT_SECRET","required":false,"secret":true,"description":"Reddit app client secret"},{"name":"REDDIT_USERNAME","required":false,"secret":false,"description":"Reddit username (required for write operations)"},{"name":"REDDIT_PASSWORD","required":false,"secret":true,"description":"Reddit password (required for write operations)"},{"name":"REDDIT_AUTH_MODE","required":false,"secret":false,"description":"Authentication mode: auto, authenticated, or anonymous"},{"name":"REDDIT_SAFE_MODE","required":false,"secret":false,"description":"Write safeguards: off, standard (default), or strict"},{"name":"REDDIT_BOT_DISCLOSURE","required":false,"secret":false,"description":"Bot disclosure footer: auto or off (default)"},{"name":"REDDIT_BOT_FOOTER","required":false,"secret":false,"description":"Custom bot footer text (used with REDDIT_BOT_DISCLOSURE=auto)"}]},"installSource":"registry","readmeUrl":"https://github.com/jordanburke/reddit-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/jordanburke/reddit-mcp-server/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"fpytloun/mnemory","name":"mnemory","author":"fpytloun","repo":"fpytloun/mnemory","category":"Agents","categoryConfidence":0.97,"description":"A self-hosted, secure, feature-rich memory system for AI agents and assistants. 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Prompt injection firewall, package hallucination detection (4.3M+ packages), 1000+ vulnerability rules with AST & taint analysis, auto-fix.","stars":122,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","agent-security-scanner-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/sinewaveai/agent-security-scanner-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/sinewaveai/agent-security-scanner-mcp/main/README.md","license":"MIT","language":"JavaScript"},{"slug":"stefanoamorelli/fred-mcp-server","name":"fred-mcp-server","author":"stefanoamorelli","repo":"stefanoamorelli/fred-mcp-server","category":"Research","categoryConfidence":0.6,"description":"Open-source FRED MCP Server (Federal Reserve Economic Data)","stars":122,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","fred-mcp-server"],"env":[{"name":"FRED_API_KEY","required":true,"secret":true,"description":"Your FRED API key to access the API"}]},"installSource":"registry","readmeUrl":"https://github.com/stefanoamorelli/fred-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/stefanoamorelli/fred-mcp-server/main/README.md","license":"AGPL-3.0","language":"TypeScript"},{"slug":"auth0/auth0-mcp-server","name":"auth0-mcp-server","author":"auth0","repo":"auth0/auth0-mcp-server","category":"Backend","categoryConfidence":0.95,"description":"Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-language commands to create apps, deploy Actions, and query logs—runs locally and supports interactive tenant authentication for secure Auth0 administration from AI tools/CLIs.","stars":121,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@auth0/auth0-mcp-server"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/auth0/auth0-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/auth0/auth0-mcp-server/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"frumu-ai/tandem","name":"tandem","author":"frumu-ai","repo":"frumu-ai/tandem","category":"Agents","categoryConfidence":0.72,"description":"Tandem is the authority layer between AI agents and company tools: runtime policy for tools, memory, approvals, and audit trails.","stars":121,"install":{"kind":"remote","url":"https://tandem.ac/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/frumu-ai/tandem/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/frumu-ai/tandem/main/README.md","license":"NOASSERTION","language":"Rust"},{"slug":"labterminal/mcp-reticle","name":"mcp-reticle","author":"labterminal","repo":"labterminal/mcp-reticle","category":"DevOps","categoryConfidence":0.6,"description":"Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. 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When unset, P4 DAM tools are not registered."}]},"installSource":"server.json","readmeUrl":"https://github.com/perforce/p4mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/perforce/p4mcp-server/main/README.md","license":"MIT","language":"Python"},{"slug":"tuannvm/mcp-trino","name":"mcp-trino","author":"tuannvm","repo":"tuannvm/mcp-trino","category":"Databases","categoryConfidence":0.95,"description":"A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.","stars":121,"install":{"kind":"local","runtime":"mcpb","command":null,"args":[],"ref":"https://github.com/tuannvm/mcp-trino/releases/download/v2.2.1/mcp-trino_2.2.1_darwin_arm64.tar.gz","env":[{"name":"TRINO_HOST","required":true,"secret":false,"description":"Trino server hostname"},{"name":"TRINO_PORT","required":false,"secret":false,"description":"Trino server port"},{"name":"TRINO_USER","required":true,"secret":false,"description":"Trino username"},{"name":"TRINO_PASSWORD","required":false,"secret":true,"description":"Trino password"}]},"installSource":"registry","readmeUrl":"https://github.com/tuannvm/mcp-trino/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/tuannvm/mcp-trino/main/README.md","license":"MIT","language":"Go"},{"slug":"aikts/yandex-tracker-mcp","name":"yandex-tracker-mcp","author":"aikts","repo":"aikts/yandex-tracker-mcp","category":"Productivity","categoryConfidence":0.62,"description":"Yandex Tracker MCP Server with OAuth2 support","stars":120,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["yandex-tracker-mcp"],"env":[]},"installSource":"server.json","readmeUrl":"https://github.com/aikts/yandex-tracker-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/aikts/yandex-tracker-mcp/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"arthurpanhku/dvalincode","name":"dvalincode","author":"arthurpanhku","repo":"arthurpanhku/dvalincode","category":"Security","categoryConfidence":0.95,"description":"Independent security verification for code written by humans and AI agents. 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MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling.","stars":120,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["scrapling-fetch-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/cyberchitta/scrapling-fetch-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/cyberchitta/scrapling-fetch-mcp/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"houtini-ai/houtini-lm","name":"houtini-lm","author":"houtini-ai","repo":"houtini-ai/houtini-lm","category":"Agents","categoryConfidence":0.85,"description":"MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.","stars":120,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@houtini/lm"],"env":[{"name":"HOUTINI_LM_ENDPOINT_URL","required":false,"secret":false,"description":"Base URL of the OpenAI-compatible API endpoint (e.g. http://localhost:1234, https://openrouter.ai/api). 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This integration is a platform to let LLMs read and modify IFC files.","stars":64,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["Bonsai_mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/JotaDeRodriguez/Bonsai_mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/JotaDeRodriguez/Bonsai_mcp/main/README.md","license":"MIT","language":"Python"},{"slug":"kincaidyang/whois","name":"whois","author":"KincaidYang","repo":"KincaidYang/whois","category":"Security","categoryConfidence":0.75,"description":"Self-hosted WHOIS/RDAP API and MCP server for domains, IPv4/IPv6, CIDRs and ASNs.","stars":64,"install":{"kind":"remote","url":"https://whois.ddnsip.cn/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/KincaidYang/whois/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/KincaidYang/whois/main/README.md","license":"MIT","language":"Go"},{"slug":"vantainc/vanta-mcp-server","name":"vanta-mcp-server","author":"VantaInc","repo":"VantaInc/vanta-mcp-server","category":"Security","categoryConfidence":0.7,"description":"DEPRECATED: This project is no longer maintained. 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Natural language search for markdown files using multilingual-e5-small embeddings.","stars":64,"install":null,"installSource":"none","readmeUrl":"https://github.com/tomohiro-owada/devrag/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/tomohiro-owada/devrag/main/README.md","license":null,"language":"Go"},{"slug":"infisical/infisical-mcp-server","name":"infisical-mcp-server","author":"Infisical","repo":"Infisical/infisical-mcp-server","category":"Security","categoryConfidence":0.85,"description":"Infisical's official MCP server.","stars":63,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@infisical/mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/Infisical/infisical-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Infisical/infisical-mcp-server/main/README.md","license":"Apache-2.0","language":"TypeScript"},{"slug":"voidnullable/lific","name":"lific","author":"VoidNullable","repo":"VoidNullable/lific","category":"Productivity","categoryConfidence":0.95,"description":"Local-first, lightweight issue tracker. 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KV write tools are not loaded and SQL++ queries that modify data are blocked. Set to false to allow data modification queries and tools."},{"name":"CB_MCP_TRANSPORT","required":false,"secret":false,"description":"Transport mode for the server (stdio, http or sse). Default is stdio"},{"name":"CB_MCP_HOST","required":false,"secret":false,"description":"Host to run the MCP server on (default: 127.0.0.1). Used only for HTTP and SSE transport modes."},{"name":"CB_MCP_PORT","required":false,"secret":false,"description":"Port to run the MCP server on (default: 8000). Used only for HTTP and SSE transport modes."},{"name":"CB_MCP_DISABLED_TOOLS","required":false,"secret":false,"description":"Tools to disable. Accepts comma-separated tool names (e.g., 'tool_1,tool_2') or a file path containing one tool name per line."},{"name":"CB_MCP_CONFIRMATION_REQUIRED_TOOLS","required":false,"secret":false,"description":"Comma-separated tool names that require user confirmation before execution. Also accepts a file path containing one tool name per line. Requires the MCP client to support elicitation."},{"name":"CB_MCP_LOG_LEVEL","required":false,"secret":false,"description":"Logging level for the MCP server. One of off, debug, info, warning, error. Use 'off' to disable logging entirely. Invalid values fall back to info. Default is info."},{"name":"CB_MCP_LOG_SINKS","required":false,"secret":false,"description":"Comma-separated list of log destinations. Allowed values: stderr, file. Include 'file' to write per-level log files; include 'stderr' to write to the console. Default is stderr."},{"name":"CB_MCP_LOG_FILE","required":false,"secret":false,"description":"Base path for the per-level log files. One rotating file is written per level (e.g. mcp_server.info.log, mcp_server.error.log). Only used when 'file' is in CB_MCP_LOG_SINKS. Default is mcp_server.log."},{"name":"CB_MCP_LOG_ROTATION_MAX_SIZE_MB","required":false,"secret":false,"description":"Global maximum size in MB per-level log file before it rotates, inherited by every level unless overridden by a per-level CB_MCP_LOG_<LEVEL>_ROTATION_MAX_SIZE_MB. A value of 0 is invalid and falls back to the default (1 MB) with a startup warning. Default is 1 (1 MB)."},{"name":"CB_MCP_LOG_MAX_BYTES","required":false,"secret":false,"description":"[DEPRECATED] Global rotation size in bytes; use CB_MCP_LOG_ROTATION_MAX_SIZE_MB (MB) instead. Still honored for backward compatibility but ignored when CB_MCP_LOG_ROTATION_MAX_SIZE_MB is also set. A value of 0 is invalid and falls back to the default with a startup warning."},{"name":"CB_MCP_LOG_ERROR_ROTATION_MAX_SIZE_MB","required":false,"secret":false,"description":"Rotation size in MB for the ERROR log file. Overrides CB_MCP_LOG_ROTATION_MAX_SIZE_MB for ERROR; inherits it when unset. 0 is invalid and falls back to the inherited global with a startup warning."},{"name":"CB_MCP_LOG_WARNING_ROTATION_MAX_SIZE_MB","required":false,"secret":false,"description":"Rotation size in MB for the WARNING log file. Overrides CB_MCP_LOG_ROTATION_MAX_SIZE_MB for WARNING; inherits it when unset. 0 is invalid and falls back to the inherited global with a startup warning."},{"name":"CB_MCP_LOG_INFO_ROTATION_MAX_SIZE_MB","required":false,"secret":false,"description":"Rotation size in MB for the INFO log file. Overrides CB_MCP_LOG_ROTATION_MAX_SIZE_MB for INFO; inherits it when unset. 0 is invalid and falls back to the inherited global with a startup warning."},{"name":"CB_MCP_LOG_DEBUG_ROTATION_MAX_SIZE_MB","required":false,"secret":false,"description":"Rotation size in MB for the DEBUG log file. Overrides CB_MCP_LOG_ROTATION_MAX_SIZE_MB for DEBUG; inherits it when unset. 0 is invalid and falls back to the inherited global with a startup warning."},{"name":"CB_MCP_LOG_RETENTION_BACKUP_COUNT","required":false,"secret":false,"description":"Number of rotated backup files kept per-level log file, excluding the live file. Applies to every level unless overridden per level. Set to 0 to keep only the live file (still capped by the rotation size). Default is 1."},{"name":"CB_MCP_LOG_ERROR_RETENTION_BACKUP_COUNT","required":false,"secret":false,"description":"Rotated backups kept for the ERROR log file. Overrides CB_MCP_LOG_RETENTION_BACKUP_COUNT for ERROR; inherits it when unset."},{"name":"CB_MCP_LOG_WARNING_RETENTION_BACKUP_COUNT","required":false,"secret":false,"description":"Rotated backups kept for the WARNING log file. Overrides CB_MCP_LOG_RETENTION_BACKUP_COUNT for WARNING; inherits it when unset."},{"name":"CB_MCP_LOG_INFO_RETENTION_BACKUP_COUNT","required":false,"secret":false,"description":"Rotated backups kept for the INFO log file. Overrides CB_MCP_LOG_RETENTION_BACKUP_COUNT for INFO; inherits it when unset."},{"name":"CB_MCP_LOG_DEBUG_RETENTION_BACKUP_COUNT","required":false,"secret":false,"description":"Rotated backups kept for the DEBUG log file. Overrides CB_MCP_LOG_RETENTION_BACKUP_COUNT for DEBUG; inherits it when unset."},{"name":"CB_MCP_OAUTH_JWT_JWKS_URI","required":false,"secret":false,"description":"JWKS endpoint of the identity provider used to verify bearer JWT signatures. Required to enable OAuth, along with CB_MCP_OAUTH_JWT_ISSUER and CB_MCP_OAUTH_JWT_AUDIENCE. Only honored when CB_MCP_TRANSPORT=http."},{"name":"CB_MCP_OAUTH_JWT_ISSUER","required":false,"secret":false,"description":"Expected JWT 'iss' claim value. 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The code is mostly AI-generated.","stars":35,"install":null,"installSource":"none","readmeUrl":"https://github.com/nazar256/combine-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/nazar256/combine-mcp/main/README.md","license":null,"language":"Go"},{"slug":"nirholas/defi-agents","name":"defi-agents","author":"nirholas","repo":"nirholas/defi-agents","category":"Crypto","categoryConfidence":0.97,"description":"DeFi agent definitions JSON API + MCP - Production-ready agents for Web3, crypto trading, portfolio management, and blockchain automation. 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When unset, defaults to `file:///data/state` (the volume family Docker images mount), or to `memory://` (with a warning) on a host where that directory is not usable."},{"name":"MARKDOWN_VAULT_MCP_TOOLS_ALLOW","required":false,"secret":false,"description":"Comma-separated explicit tool names this instance exposes; every other tool is hidden from listings and cannot be invoked. Names matching no registered tool are inert. Mutually exclusive with `tools_deny`. Takes effect through `apply_tool_visibility`."},{"name":"MARKDOWN_VAULT_MCP_TOOLS_DENY","required":false,"secret":false,"description":"Comma-separated explicit tool names hidden from this instance (absent from listings, cannot be invoked). Names matching no registered tool are inert. Mutually exclusive with `tools_allow`. Takes effect through `apply_tool_visibility`."},{"name":"MARKDOWN_VAULT_MCP_SERVER_NAME","required":false,"secret":false,"description":"Rename this server instance; defaults to the project name."},{"name":"MARKDOWN_VAULT_MCP_INSTANCE_DESCRIPTION","required":false,"secret":false,"description":"Concise routing context that distinguishes this deployment's material or responsibility."},{"name":"MARKDOWN_VAULT_MCP_INSTRUCTIONS_EXTRA","required":false,"secret":false,"description":"Deployment-specific behavioral policy added to the generated MCP instructions."},{"name":"MARKDOWN_VAULT_MCP_INSTRUCTIONS","required":false,"secret":false,"description":"Legacy: replaces all generated MCP instructions (deprecated; use _INSTANCE_DESCRIPTION for routing and _INSTRUCTIONS_EXTRA for policy)."},{"name":"MARKDOWN_VAULT_MCP_LOG_LEVEL","required":false,"secret":false,"description":"Log level for every logger in the process, FastMCP's included (DEBUG / INFO / WARNING / ERROR / CRITICAL). The -v CLI flag overrides to DEBUG. The unprefixed FASTMCP_LOG_LEVEL still works for one major version and logs a deprecation warning."},{"name":"MARKDOWN_VAULT_MCP_LOG_FORMAT","required":false,"secret":false,"description":"Log rendering. rich is one colour event key=value line per record, for a terminal; json is one JSON object per record, for a collector. Unset picks rich when stderr is a terminal and json everywhere else, so a container or journald gets JSON with no configuration."},{"name":"OLLAMA_HOST","required":false,"secret":false,"description":"Ollama server URL for the ollama embedding provider. Bare (not MARKDOWN_VAULT_MCP_-prefixed), matching the Ollama ecosystem convention."},{"name":"OPENAI_API_KEY","required":false,"secret":true,"description":"OpenAI API key for the openai embedding provider, and the fallback key for the summarize tool when MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEY is unset. Bare (not MARKDOWN_VAULT_MCP_-prefixed), matching the OpenAI ecosystem convention."},{"name":"VOYAGE_API_KEY","required":false,"secret":true,"description":"Voyage AI API key for the voyage embedding provider. Bare (not MARKDOWN_VAULT_MCP_-prefixed), matching the OPENAI_API_KEY / OLLAMA_HOST convention. Setting it never auto-selects the provider; choose it explicitly with MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER=voyage."},{"name":"OPENAI_BASE_URL","required":false,"secret":false,"description":"Bare fallback for MARKDOWN_VAULT_MCP_OPENAI_BASE_URL (embeddings). For the summarize tool it only routes traffic when an API key already enables the feature; it never enables summarize by itself."},{"name":"OPENAI_EMBEDDING_MODEL","required":false,"secret":false,"description":"Bare fallback for MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODEL."},{"name":"MARKDOWN_VAULT_MCP_BUILD_TIMEOUT_S","required":false,"secret":false,"description":"Maximum seconds an index-backed tool or resource waits for the FTS index to become queryable during a cold-start background build before raising IndexUnavailableError(reason=\"timeout\"). Increase for large vaults."},{"name":"MARKDOWN_VAULT_MCP_DRAIN_TIMEOUT_S","required":false,"secret":false,"description":"Maximum seconds an index-querying read tool waits for the IndexWriter to drain when called with wait_for_pending_writes=true. On timeout the tool answers from the current index and reports index_stale=true in the response _meta."},{"name":"MARKDOWN_VAULT_MCP_SOURCE_DIR","required":false,"secret":false,"description":"Path to the markdown vault directory. When it does not exist, or the server cannot access it, the server starts but every tool fails with a message saying which until it is fixed (managed git mode clones into it). Symbolic links inside the vault are followed on Python 3.13+."},{"name":"MARKDOWN_VAULT_MCP_READ_ONLY","required":false,"secret":false,"description":"Set to true to hide the write tools (write, edit, append, delete, rename, move_folder, fetch, git_sync, the okf_* tools, create_upload_link) and serve a search-only vault."},{"name":"MARKDOWN_VAULT_MCP_WRITE_PROTECT_EXISTING","required":false,"secret":false,"description":"Refuse a write that would overwrite an existing file when no if_match etag is supplied. Deliberate replacement still works: read the file first, then pass if_match. Unaffected: edit, append, delete, rename. Set to false to allow blind overwrites."},{"name":"MARKDOWN_VAULT_MCP_DISABLE_APPS_UI","required":false,"secret":false,"description":"Hide the MCP Apps UI tools (browse_vault, show_context) from the tool listing for clients that do not render MCP Apps panels."},{"name":"MARKDOWN_VAULT_MCP_INDEX_PATH","required":false,"secret":false,"description":"Path to the SQLite FTS5 index file; unset keeps the index in memory. Set it for persistence across restarts."},{"name":"MARKDOWN_VAULT_MCP_STATE_PATH","required":false,"secret":false,"description":"Path to the change-tracking state file. Defaults to {SOURCE_DIR}/.markdown_vault_mcp/state.json."},{"name":"MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH","required":false,"secret":false,"description":"Path to the numpy embeddings file; required to enable semantic search."},{"name":"MARKDOWN_VAULT_MCP_INDEXED_FIELDS","required":false,"secret":false,"description":"Comma-separated frontmatter fields promoted to the tag index for structured filtering. Changing it cold-rebuilds the index once on next startup; SEARCHABLE_FIELDS inherits this value when unset."},{"name":"MARKDOWN_VAULT_MCP_REQUIRED_FIELDS","required":false,"secret":false,"description":"Comma-separated frontmatter fields required on every document; documents missing any are excluded from the index."},{"name":"MARKDOWN_VAULT_MCP_EXCLUDE","required":false,"secret":false,"description":"Comma-separated glob patterns excluded from scanning, e.g. .obsidian/**,.trash/**."},{"name":"MARKDOWN_VAULT_MCP_TITLE_FIELD","required":false,"secret":false,"description":"Frontmatter field used as the document title (falls back to title, the first H1, then the filename). Changing it cold-rebuilds the index once on next startup."},{"name":"MARKDOWN_VAULT_MCP_SEARCHABLE_FIELDS","required":false,"secret":false,"description":"Comma-separated frontmatter fields whose text values become keyword-searchable and enrich first-chunk embeddings. Inherits INDEXED_FIELDS when unset; the sentinel none means filterable but not searchable. Changing it cold-rebuilds the index and re-embeds once on next startup."},{"name":"MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER","required":false,"secret":false,"description":"Relative folder where note templates live (used by the create_from_template prompt)."},{"name":"MARKDOWN_VAULT_MCP_PROMPTS_FOLDER","required":false,"secret":false,"description":"Directory of .md prompt files that extend or override built-in prompts; a relative path is resolved against SOURCE_DIR."},{"name":"MARKDOWN_VAULT_MCP_CONVENTIONS_FILE","required":false,"secret":false,"description":"Filename of the per-folder conventions files surfaced to clients at write time (bare .md filename without glob characters). Set to none to disable folder conventions."},{"name":"MARKDOWN_VAULT_MCP_OKF_MODE","required":false,"secret":false,"description":"OKF (Open Knowledge Format) read semantics. With auto (the default), read annotations switch on when the vault declares an OKF version in its root index.md. Use off to disable OKF semantics entirely, or on to force them for an undeclared vault. Annotations are read-only; write behavior is never affected."},{"name":"MARKDOWN_VAULT_MCP_OKF_WRITE","required":false,"secret":false,"description":"OKF (Open Knowledge Format) enforced write layer. When true on an OKF-active vault, the server stamps generated provenance on each write and clears any verified attestation when a note's content changes. It also keeps each written folder's log.md and index.md current, and exposes the okf_verify tool. Requires OKF_MODE to be auto or on (a true value with OKF_MODE=off is a config error). Off by default."},{"name":"MARKDOWN_VAULT_MCP_OKF_VERIFY","required":false,"secret":false,"description":"How the okf_verify tool attributes a human review. This applies only when OKF_WRITE is on, which gates the tool. With elicit (the default), okf_verify asks the human to confirm the review through an MCP elicitation, then records the attestation only on an affirmative reply. It fails closed when the client cannot elicit or the human declines, so a model holding the human's token cannot self-attest. Set trust-auth instead to attribute to a token's sub claim with no confirmation; it rejects static bearer credentials and other client-ID-only identities. This is safe only when the sole caller is a human-driven UI. Set off to hide the tool, leaving attestation to external tooling. A non-default value with OKF_WRITE off is a config error."},{"name":"MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS","required":false,"secret":false,"description":"Comma-separated allowed attachment extensions (e.g. pdf,png,jpg); case and a leading dot are ignored, so PDF and .pdf name the same type. Use * to allow every non-markdown file. Unset selects the built-in allowlist. A link whose target has a listed extension is not part of the link graph; changing the list rebuilds the index once."},{"name":"MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB","required":false,"secret":false,"description":"Maximum attachment size in MB returned by read / accepted by write; 0 disables the limit."},{"name":"MARKDOWN_VAULT_MCP_MAX_NOTE_READ_BYTES","required":false,"secret":false,"description":"Maximum bytes returned by a full-document read of a note; use `read(path, section=…)` for partial reads. 0 disables the limit."},{"name":"MARKDOWN_VAULT_MCP_DEFAULT_SEARCH_MODE","required":false,"secret":false,"description":"Mode used when a search call omits 'mode': auto, keyword, semantic, or hybrid. The default 'auto' picks hybrid when embeddings are configured and keyword when they are not. Pin 'keyword' to keep unqualified searches off the embedding provider (each hybrid or semantic search embeds the query, which costs an API call on a metered provider). A configured semantic/hybrid default also degrades to keyword without embeddings, so no setting can make a vault unsearchable; an explicit mode= argument is never downgraded."},{"name":"MARKDOWN_VAULT_MCP_CHUNKS_PER_FILE","required":false,"secret":false,"description":"Maximum chunks returned per document in search results."},{"name":"MARKDOWN_VAULT_MCP_SNIPPET_WORDS","required":false,"secret":false,"description":"Width of the snippet window (words) in search results; 0 returns full chunk content."},{"name":"MARKDOWN_VAULT_MCP_LENGTH_DOWNWEIGHT_ALPHA","required":false,"secret":false,"description":"Down-weights longer chunks in ranking: score / (1 + alpha * log(chunk_count))."},{"name":"MARKDOWN_VAULT_MCP_MAX_CHUNK_WORDS","required":false,"secret":false,"description":"Word cap per chunk; the adaptive chunker splits at deeper heading levels, then paragraph/word boundaries, to respect it. Match it to the embedding model's context. A reindex applies a new value."},{"name":"MARKDOWN_VAULT_MCP_MAX_CHUNK_CHARS","required":false,"secret":false,"description":"Character cap enforced alongside MAX_CHUNK_WORDS to bound token-dense chunks. Unset derives min(1500, model context * 2.8). Set a positive value for an exact cap, or -1 to scale with the model's full context (can exhaust memory on long-context models). A reindex applies a new value."},{"name":"MARKDOWN_VAULT_MCP_CHUNK_OVERLAP_WORDS","required":false,"secret":false,"description":"Words of overlap between adjacent budget-split fragments of the same heading section (0 disables). A reindex applies a new value."},{"name":"MARKDOWN_VAULT_MCP_FOLDER_WEIGHTS","required":false,"secret":false,"description":"Folder-prefix score multipliers (`prefix:weight` pairs, comma-separated, weights > 0) applied to all search modes; the deepest matching prefix wins (sessions:0.5 demotes sessions/**)."},{"name":"MARKDOWN_VAULT_MCP_FTS_WEIGHTS","required":false,"secret":false,"description":"Per-column BM25 weights (`column:weight` pairs, comma-separated, weights >= 0) for keyword ranking. Columns: path, title, folder, heading, content, summary."},{"name":"MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER","required":false,"secret":false,"description":"Embedding provider: openai, voyage, ollama, or fastembed. Unset auto-detects from the environment (never voyage). Any OpenAI-compatible endpoint works with openai plus OPENAI_BASE_URL; see the embeddings guide."},{"name":"MARKDOWN_VAULT_MCP_OLLAMA_MODEL","required":false,"secret":false,"description":"Ollama embedding model name."},{"name":"MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY","required":false,"secret":false,"description":"Force Ollama to embed on CPU only."},{"name":"MARKDOWN_VAULT_MCP_VOYAGE_MODEL","required":false,"secret":false,"description":"Voyage AI embedding model name."},{"name":"MARKDOWN_VAULT_MCP_OPENAI_BASE_URL","required":false,"secret":false,"description":"OpenAI-compatible API base URL for embeddings; the bare OPENAI_BASE_URL is honoured as a fallback."},{"name":"MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODEL","required":false,"secret":false,"description":"OpenAI-compatible embedding model name; the bare OPENAI_EMBEDDING_MODEL is honoured as a fallback."},{"name":"MARKDOWN_VAULT_MCP_FASTEMBED_MODEL","required":false,"secret":false,"description":"FastEmbed model name."},{"name":"MARKDOWN_VAULT_MCP_FASTEMBED_CACHE_DIR","required":false,"secret":false,"description":"FastEmbed model cache directory (in Docker, stored under /data/state/fastembed)."},{"name":"MARKDOWN_VAULT_MCP_EMBED_CONTEXT","required":false,"secret":false,"description":"Enrich embedding input with the note title, chunk heading, and (first chunk) searchable-field values. Flipping it re-embeds the whole vault once on next startup."},{"name":"MARKDOWN_VAULT_MCP_EMBED_TIMEOUT_S","required":false,"secret":false,"description":"Per-request wall-clock budget in seconds for a single embedding HTTP call (OpenAI/Ollama). The local FastEmbed backend runs in-process with no network call and ignores this. CPU-only or large-model workloads may need 60-120 s; raise this if batches time out."},{"name":"MARKDOWN_VAULT_MCP_EMBEDDING_BATCH_SIZE","required":false,"secret":false,"description":"Number of chunks sent per embedding request. Smaller batches shorten each request (useful under a tight timeout on slow models) at the cost of more round-trips."},{"name":"MARKDOWN_VAULT_MCP_GIT_TOKEN","required":false,"secret":true,"description":"Token/password for HTTPS git auth; remotes must be HTTPS when set."},{"name":"MARKDOWN_VAULT_MCP_GIT_REPO_URL","required":false,"secret":false,"description":"HTTPS remote URL for managed git mode: the server clones into an empty SOURCE_DIR on startup (or validates an existing origin) and enables the pull loop, auto-commit, and deferred push."},{"name":"MARKDOWN_VAULT_MCP_GIT_USERNAME","required":false,"secret":false,"description":"Username for HTTPS git auth prompts (x-access-token for GitHub, oauth2 for GitLab, the account name for Bitbucket)."},{"name":"MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S","required":false,"secret":false,"description":"Seconds between git fetch + fast-forward update attempts; 0 disables periodic pull."},{"name":"MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S","required":false,"secret":false,"description":"Seconds of write-idle time before pushing; 0 pushes only on shutdown."},{"name":"MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME","required":false,"secret":false,"description":"Git committer name for auto-commits; set this in Docker where git config user.name is empty."},{"name":"MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL","required":false,"secret":false,"description":"Git committer email for auto-commits."},{"name":"MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME_CLAIM","required":false,"secret":false,"description":"OIDC claim key used as the commit author name (e.g. name); overrides GIT_COMMIT_NAME per request when an OIDC token is present. The claim is resolved when the tool call arrives and carried to the background commit, so it applies on every write. A configured claim the token does not carry is reported once at WARNING and the static identity is used."},{"name":"MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL_CLAIM","required":false,"secret":false,"description":"OIDC claim key used as the commit author email (e.g. email); overrides GIT_COMMIT_EMAIL per request when an OIDC token is present. Resolved and carried the same way as the name claim."},{"name":"MARKDOWN_VAULT_MCP_GIT_LFS","required":false,"secret":false,"description":"Run git lfs pull on startup to fetch LFS-tracked attachments; set to false for repos without LFS."},{"name":"MARKDOWN_VAULT_MCP_FILE_WATCHER","required":false,"secret":false,"description":"Watch the vault for external filesystem changes; auto-disabled when git pull is active or a webhook can deliver (HTTP/SSE transports only). Requires the file-watcher extra."},{"name":"MARKDOWN_VAULT_MCP_FILE_WATCHER_DEBOUNCE_S","required":false,"secret":false,"description":"Seconds of quiet after the last filesystem event before reindexing."},{"name":"MARKDOWN_VAULT_MCP_FILE_WATCHER_ROOT_FLOOR","required":false,"secret":false,"description":"Keep the non-recursive watch on the vault root; set false to register zero source-dir-rooted FSEvents streams (avoids repeated macOS access prompts on a home-rooted vault) at the cost of root-level files relying on scans."},{"name":"MARKDOWN_VAULT_MCP_BOOT_REINDEX","required":false,"secret":false,"description":"Reconcile offline changes at startup by reindexing once the initial build completes. Set false on a large vault to start without paying a full filesystem scan per server start; changes made while no server was running are then invisible until a reindex runs (the reindex tool, or 'markdown-vault-mcp reindex'). Note that `index_stale` reports writer idleness, not agreement with disk, so it reads false while the index may still differ from the vault."},{"name":"MARKDOWN_VAULT_MCP_GITHUB_WEBHOOK_SECRET","required":false,"secret":true,"description":"Shared secret for the GitHub push-event webhook; when set, mounts POST /github-webhook on HTTP/SSE transports to trigger an immediate pull + reindex on push events."},{"name":"MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SIGNING_TOKEN","required":false,"secret":true,"description":"Signing token for the GitLab push-event webhook (GitLab 19.0+); when set, mounts POST /gitlab-webhook on HTTP/SSE transports to trigger an immediate pull + reindex on push events. GitLab generates this value; copy the `whsec_` token it shows under Generate signing token rather than inventing one. Deliveries are authenticated by HMAC-SHA256 over the webhook id, timestamp and body, and a delivery older than 5 minutes is rejected."},{"name":"MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SECRET_TOKEN","required":false,"secret":true,"description":"Secret token for the GitLab push-event webhook, GitLab's plain-text form and the only one below 19.0; also mounts POST /gitlab-webhook. It proves nothing about the body and cannot expire, so prefer the signing token where the GitLab version offers it. Setting both accepts either, which is how an existing webhook migrates."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_PROVIDER","required":false,"secret":false,"description":"Summarization backend (only openai is recognised). Unset auto-detects: the backend activates when credentials or an explicit endpoint are present."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEY","required":false,"secret":true,"description":"API key for the OpenAI-compatible summarize endpoint; the bare OPENAI_API_KEY is honoured as a fallback. Unset works for keyless local endpoints (Ollama)."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_BASE_URL","required":false,"secret":false,"description":"OpenAI-compatible endpoint base URL for the summarize tool; setting it enables the tool even without an API key. The bare OPENAI_BASE_URL routes traffic only when a key already enables the feature."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_MODEL","required":false,"secret":false,"description":"Chat model id used for summaries."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_TOKENS","required":false,"secret":false,"description":"Upper bound on generated tokens per summarize call; on reasoning models this budget also covers internal reasoning tokens."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_NOTES","required":false,"secret":false,"description":"Cap on the number of notes summarised in one call (subtree expansion truncates to this many)."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_INPUT_CHARS","required":false,"secret":false,"description":"Aggregate cap on note characters sent to the model in one call; excess is truncated with a flag on the result."},{"name":"MARKDOWN_VAULT_MCP_SUMMARIZE_TIMEOUT","required":false,"secret":false,"description":"Per-request wall-clock budget in seconds for a single summarize backend call; keep it below the MCP client's request timeout so the server-side error wins the race."},{"name":"MARKDOWN_VAULT_MCP_TRANSFER_TTL_DEFAULT_S","required":false,"secret":false,"description":"Link lifetime in seconds when the caller requests no explicit TTL."},{"name":"MARKDOWN_VAULT_MCP_TRANSFER_TTL_MAX_S","required":false,"secret":false,"description":"Ceiling in seconds a caller-requested link TTL is clamped to."},{"name":"MARKDOWN_VAULT_MCP_TRANSFER_GRACE_TTL_S","required":false,"secret":false,"description":"Post-success grace window in seconds: a served token's TTL shrinks to this so a stalled transfer can retry within it."},{"name":"MARKDOWN_VAULT_MCP_TRANSFER_LEASE_S","required":false,"secret":false,"description":"Crashed-handler reclaim window in seconds for an in-flight reservation."},{"name":"MARKDOWN_VAULT_MCP_TRANSFER_MAX_UPLOAD_BYTES","required":false,"secret":false,"description":"Maximum size in bytes of a single upload."},{"name":"MARKDOWN_VAULT_MCP_JOBS_SOFT_DEADLINE_S","required":false,"secret":false,"description":"Seconds a long-running tool call may run in the foreground before it is promoted to a background job and a job handle is returned instead."},{"name":"MARKDOWN_VAULT_MCP_JOBS_RESULT_TTL_S","required":false,"secret":false,"description":"Seconds a background-job record (working or finished) is retained for polling before it expires from the store."},{"name":"MARKDOWN_VAULT_MCP_JOBS_MAX_PER_SUBJECT","required":false,"secret":false,"description":"Maximum live background jobs per calling subject; further promotions are rejected until older records expire."}]},"installSource":"registry","readmeUrl":"https://github.com/pvliesdonk/markdown-vault-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/pvliesdonk/markdown-vault-mcp/main/README.md","license":"MIT","language":"Python"},{"slug":"qhdrl12/mcp-server-gemini-image-generator","name":"mcp-server-gemini-image-generator","author":"qhdrl12","repo":"qhdrl12/mcp-server-gemini-image-generator","category":"Image","categoryConfidence":0.97,"description":"MCP server for AI image generation and editing using Google's Gemini Flash models. 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Zenith is a plain-text format and engine for design files — posters, decks, books, social graphics, and more","stars":22,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@zenitheditor/zenith-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/zenitheditor/zenith/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/zenitheditor/zenith/main/README.md","license":"Apache-2.0","language":"Rust"},{"slug":"302ai/302_sandbox_mcp","name":"302_sandbox_mcp","author":"302ai","repo":"302ai/302_sandbox_mcp","category":"Tooling","categoryConfidence":0.55,"description":"302 Sandbox MCP","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@302ai/sandbox-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/302ai/302_sandbox_mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/302ai/302_sandbox_mcp/main/README.md","license":"MIT","language":"JavaScript"},{"slug":"8nite/metatrader-4-mcp","name":"metatrader-4-mcp","author":"8nite","repo":"8nite/metatrader-4-mcp","category":"Business","categoryConfidence":0.75,"description":"A Model Context Protocol (MCP) server that provides cross-platform integration with MetaTrader 4 trading platform over network.","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","mcp-mt4-server"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/8nite/metatrader-4-mcp/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/8nite/metatrader-4-mcp/master/README.md","license":null,"language":"MQL4"},{"slug":"briancusack/mcpsharepoint","name":"mcpsharepoint","author":"BrianCusack","repo":"BrianCusack/mcpsharepoint","category":"Productivity","categoryConfidence":0.75,"description":"Model Context Protocol server that provides access to Organisational SharePoint.","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","sharepoint"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/BrianCusack/mcpsharepoint/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/BrianCusack/mcpsharepoint/main/README.md","license":null,"language":"TypeScript"},{"slug":"codeturion/codesurface","name":"codesurface","author":"Codeturion","repo":"Codeturion/codesurface","category":"Tooling","categoryConfidence":0.8,"description":"Give your AI agent instant API lookups instead of expensive source file reads. MCP server for C#, Go, Java, Python, and TypeScript.","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["codesurface"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/Codeturion/codesurface/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Codeturion/codesurface/master/README.md","license":"MIT","language":"Python"},{"slug":"contextualai/contextual-mcp-server","name":"contextual-mcp-server","author":"ContextualAI","repo":"ContextualAI/contextual-mcp-server","category":"Agents","categoryConfidence":0.95,"description":"A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server integrates with a variety of MCP clients. It provides flexibility in you can decide what functionality to offer in the server. In this readme, we will show…","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["contextual-mcp-server"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/ContextualAI/contextual-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/ContextualAI/contextual-mcp-server/main/README.md","license":null,"language":"Python"},{"slug":"danieltomaro13/sportsdata-mcp","name":"sportsdata-mcp","author":"DanielTomaro13","repo":"DanielTomaro13/sportsdata-mcp","category":"Lifestyle","categoryConfidence":0.6,"description":"Free, open-source sports-data MCP server — 841 tools across 64 providers: cross-book betting odds, official league stats, racing, fantasy, cricket, F1 and more. 44 providers need no key. Now also places bets at four Australian books. Claude Desktop / Cursor / any MCP client.","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["sportsdata-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/DanielTomaro13/sportsdata-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/DanielTomaro13/sportsdata-mcp/main/README.md","license":"MIT","language":"Python"},{"slug":"dudude-bit/yandex-lavka-mcp","name":"yandex-lavka-mcp","author":"Dudude-bit","repo":"Dudude-bit/yandex-lavka-mcp","category":"Lifestyle","categoryConfidence":0.95,"description":"Unofficial MCP server for ordering Yandex Lavka groceries from an AI assistant (search, cart, checkout with confirmation)","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["yandex-lavka-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/Dudude-bit/yandex-lavka-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Dudude-bit/yandex-lavka-mcp/main/README.md","license":"MIT","language":"Python"},{"slug":"fewsats/fewsats-mcp","name":"fewsats-mcp","author":"Fewsats","repo":"Fewsats/fewsats-mcp","category":"Crypto","categoryConfidence":0.8,"description":"Fewsats MCP server","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["fewsats-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/Fewsats/fewsats-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Fewsats/fewsats-mcp/main/README.md","license":null,"language":"Python"},{"slug":"himalayas-app/himalayas-mcp","name":"himalayas-mcp","author":"Himalayas-App","repo":"Himalayas-App/himalayas-mcp","category":"Business","categoryConfidence":0.9,"description":"Remote jobs MCP server — search 100,000+ remote jobs, post listings, find candidates, and check salary benchmarks from Claude, ChatGPT, Cursor, and any MCP client. Free, no API key required.","stars":21,"install":{"kind":"remote","url":"https://mcp.himalayas.app/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/Himalayas-App/himalayas-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Himalayas-App/himalayas-mcp/main/README.md","license":"MIT","language":""},{"slug":"ia-programming/mcp-images","name":"mcp-images","author":"IA-Programming","repo":"IA-Programming/mcp-images","category":"Image","categoryConfidence":0.95,"description":"## MCP-Images Looking for a powerful image processing server? MCP Server-Image provides enterprise-grade image handling with just a few lines of code. Perfect for AI applications, web services, and data processing pipelines.  [Get Started](#installation) | [Support Us](https://www.buymeacoffee.com/blazzmocompany)","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-image"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/IA-Programming/mcp-images/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/IA-Programming/mcp-images/main/README.md","license":"MIT","language":"Python"},{"slug":"justinbeckwith/gongio-mcp","name":"gongio-mcp","author":"JustinBeckwith","repo":"JustinBeckwith/gongio-mcp","category":"Business","categoryConfidence":0.6,"description":"MCP server for Gong.io - access calls, transcripts, and users","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","gongio-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/JustinBeckwith/gongio-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/JustinBeckwith/gongio-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"kvantra-dev/nouz-mcp","name":"NOUZ-MCP","author":"KVANTRA-dev","repo":"KVANTRA-dev/NOUZ-MCP","category":"Productivity","categoryConfidence":0.85,"description":"Локальный семантический граф и MCP-сервер для Markdown и Obsidian","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["nouz-mcp"],"env":[{"name":"OBSIDIAN_ROOT","required":false,"secret":false,"description":"Path to Obsidian vault"},{"name":"MODE","required":false,"secret":false,"description":"Server mode: luca, prizma, or sloi"},{"name":"EMBED_ENABLED","required":false,"secret":false,"description":"Enable embedding-based features"},{"name":"EMBED_PROVIDER","required":false,"secret":false,"description":"Embedding provider: openai, gigachat, lmstudio"},{"name":"EMBED_MODEL","required":false,"secret":false,"description":"Embedding model name"},{"name":"EMBED_API_URL","required":false,"secret":false,"description":"Embedding API endpoint"}]},"installSource":"registry","readmeUrl":"https://github.com/KVANTRA-dev/NOUZ-MCP/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/KVANTRA-dev/NOUZ-MCP/main/README.md","license":"MIT","language":"Python"},{"slug":"m0rf30/yap","name":"yap","author":"M0Rf30","repo":"M0Rf30/yap","category":"Tooling","categoryConfidence":0.8,"description":"Package software with ease 📦 Versatile deb, rpm and apk packager fueled by PKGBUILD specfiles and golang","stars":21,"install":{"kind":"local","runtime":"docker","command":"docker","args":["run","-i","--rm","ghcr.io/m0rf30/yap-mcp:2.6.3"],"env":[{"name":"YAP_VERBOSE","required":false,"secret":false,"description":"Set to 1 for debug-level JSON-RPC frame logging on stderr."}]},"installSource":"registry","readmeUrl":"https://github.com/M0Rf30/yap/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/M0Rf30/yap/main/README.md","license":"GPL-3.0","language":"Go"},{"slug":"nvkanirudh/linkedin-post-generator","name":"LinkedIn-Post-Generator","author":"NvkAnirudh","repo":"NvkAnirudh/LinkedIn-Post-Generator","category":"Marketing","categoryConfidence":0.7,"description":"A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality, editable content drafts based on YouTube video transcripts.","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","yt-to-linkedin-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/NvkAnirudh/LinkedIn-Post-Generator/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/NvkAnirudh/LinkedIn-Post-Generator/main/README.md","license":"MIT","language":"JavaScript"},{"slug":"octen-team/octen-mcp","name":"octen-mcp","author":"Octen-Team","repo":"Octen-Team/octen-mcp","category":"Scraping","categoryConfidence":0.85,"description":"MCP server for Octen — real-time web search, broad multi-angle search, news, URL extraction, and image/video search for Claude Code, Cursor, and any MCP client","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","octen-mcp"],"env":[{"name":"OCTEN_API_KEY","required":true,"secret":true,"description":"Octen API key. Get one at https://octen.ai (self-serve)."},{"name":"OCTEN_API_URL","required":false,"secret":false,"description":"Override the Octen API base URL. Default: https://api.octen.ai."}]},"installSource":"registry","readmeUrl":"https://github.com/Octen-Team/octen-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Octen-Team/octen-mcp/main/README.md","license":"MIT","language":"JavaScript"},{"slug":"pasympa/discord-mcp","name":"discord-mcp","author":"PaSympa","repo":"PaSympa/discord-mcp","category":"Backend","categoryConfidence":0.72,"description":"MCP server to control Discord — messages, channels, roles, permissions, members, and moderation","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@pasympa/discord-mcp"],"env":[{"name":"DISCORD_TOKEN","required":true,"secret":true,"description":"Discord bot token"}]},"installSource":"registry","readmeUrl":"https://github.com/PaSympa/discord-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/PaSympa/discord-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"prithviseran/hunch-mcp","name":"hunch-mcp","author":"PrithviSeran","repo":"PrithviSeran/hunch-mcp","category":"Tooling","categoryConfidence":0.6,"description":"Drive your Mac focus-free over MCP: OS APIs, AppleScript, CDP, and Accessibility","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["hunch-sdk"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/PrithviSeran/hunch-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/PrithviSeran/hunch-mcp/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"saintdoresh/crypto-trader-mcp-claudedesktop","name":"Crypto-Trader-MCP-ClaudeDesktop","author":"SaintDoresh","repo":"SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop","category":"Crypto","categoryConfidence":0.97,"description":"An MCP (Model Context Protocol) tool that provides cryptocurrency market data using the CoinGecko API, specifically designed for Claude Desktop.","stars":21,"install":null,"installSource":"none","readmeUrl":"https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop/main/README.md","license":"MIT","language":"Python"},{"slug":"tencentedgeone/mcp-geo","name":"mcp-geo","author":"TencentEdgeOne","repo":"TencentEdgeOne/mcp-geo","category":"Backend","categoryConfidence":0.8,"description":"This project demonstrates how to use EdgeOne Pages Functions to retrieve user geolocation information and integrate it with large language models through MCP (Model Context Protocol).","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","functions-geo"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/TencentEdgeOne/mcp-geo/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/TencentEdgeOne/mcp-geo/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"trelisresearch/trelis-gitingest-mcp","name":"trelis-gitingest-mcp","author":"TrelisResearch","repo":"TrelisResearch/trelis-gitingest-mcp","category":"Tooling","categoryConfidence":0.65,"description":"An MCP Server for analysing Github Repo Content with Gitingest","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["trelis-gitingest-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/TrelisResearch/trelis-gitingest-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/TrelisResearch/trelis-gitingest-mcp/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"vikas9793/androjack-mcp","name":"androjack-mcp","author":"VIKAS9793","repo":"VIKAS9793/androjack-mcp","category":"Mobile","categoryConfidence":0.97,"description":"AndroJack: AI that actually knows Android. Real-time dependency tracking, modern architectures, and zero hallucinations.","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","androjack-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/VIKAS9793/androjack-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/VIKAS9793/androjack-mcp/main/README.md","license":"NOASSERTION","language":"TypeScript"},{"slug":"vondervuflya/yggdrasil","name":"yggdrasil","author":"VonderVuflya","repo":"VonderVuflya/yggdrasil","category":"Agents","categoryConfidence":0.96,"description":"Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.","stars":21,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["yggdrasil-memory"],"env":[{"name":"YGG_ENGINE_URL","required":false,"secret":false,"description":"Base URL of the Yggdrasil engine HTTP API."},{"name":"YGG_ENGINE_TOKEN","required":false,"secret":true,"description":"Bearer token for authenticating to the Yggdrasil engine (from ~/.yggdrasil/token after `ygg install`)."}]},"installSource":"registry","readmeUrl":"https://github.com/VonderVuflya/yggdrasil/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/VonderVuflya/yggdrasil/main/README.md","license":"AGPL-3.0","language":"Python"},{"slug":"xexr/mcp-libsql","name":"mcp-libsql","author":"Xexr","repo":"Xexr/mcp-libsql","category":"Databases","categoryConfidence":0.97,"description":"Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@xexr/mcp-libsql"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/Xexr/mcp-libsql/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Xexr/mcp-libsql/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"a-church-ai/church","name":"church","author":"a-church-ai","repo":"a-church-ai/church","category":"Lifestyle","categoryConfidence":0.55,"description":"A digital sanctuary for human-AI fellowship. Prayers, practices, rituals, hymns, and philosophy for minds of any substrate.","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","mcp-church"],"env":[{"name":"ACHURCH_MCP_URL","required":false,"secret":false,"description":"The remote endpoint the bridge connects to. Defaults to https://achurch.ai/mcp."}]},"installSource":"registry","readmeUrl":"https://github.com/a-church-ai/church/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/a-church-ai/church/main/README.md","license":"NOASSERTION","language":"JavaScript"},{"slug":"alexbakers/mcp-ipfs","name":"mcp-ipfs","author":"alexbakers","repo":"alexbakers/mcp-ipfs","category":"Backend","categoryConfidence":0.75,"description":"🪐 MCP IPFS Server","stars":21,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","mcp-ipfs"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/alexbakers/mcp-ipfs/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/alexbakers/mcp-ipfs/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"aliasunder/vault-cortex","name":"vault-cortex","author":"aliasunder","repo":"aliasunder/vault-cortex","category":"Productivity","categoryConfidence":0.82,"description":"Standalone MCP server for Obsidian vaults — hybrid search, structured memory, task management, files, OAuth 2.1. Run locally, self-host, or one-click deploy for remote access.","stars":21,"install":{"kind":"local","runtime":"docker","command":"docker","args":["run","-i","--rm","ghcr.io/aliasunder/vault-cortex:0.54.6"],"env":[{"name":"MCP_AUTH_TOKEN","required":true,"secret":true,"description":"Bearer token for MCP client authentication. Must match the Authorization header sent by clients. Generate with: openssl rand -hex 32"},{"name":"PUBLIC_URL","required":false,"secret":false,"description":"Public URL clients use to reach this server. Used as the OAuth issuer URL in discovery metadata. Override when exposing the server outside localhost or on a non-default port."},{"name":"EMBEDDING_ENABLED","required":false,"secret":false,"description":"Enable or disable the embedding pipeline. When false, no ONNX model is downloaded, no vector tables are created, and search uses FTS5 only."},{"name":"RERANK_MODE","required":false,"secret":false,"description":"Cross-encoder reranking mode: blended (position-aware score blending after RRF fusion) or none (skip reranking). Only takes effect when EMBEDDING_ENABLED is true."},{"name":"WINDOWS_MODE","required":false,"secret":false,"description":"Windows bind-mount mode: enables filesystem polling for the file watcher and rename-based moves across the Docker Desktop/WSL2 bridge. Set to true when the vault lives on a Windows drive."},{"name":"MEMORY_ENABLED","required":false,"secret":false,"description":"Enable or disable the structured memory layer. When false, memory tools are hidden, bootstrap is skipped, and server metadata omits memory references."},{"name":"FILE_TOOLS_ENABLED","required":false,"secret":false,"description":"Enable or disable file tools (vault_read_file, vault_list_files). When false, file tools are hidden and server metadata omits file tool references."},{"name":"READONLY_MODE","required":false,"secret":false,"description":"Run the server read-only: every vault-writing tool is hidden, the memory folder is not auto-created, and server metadata omits write references."},{"name":"DISABLED_TOOLS","required":false,"secret":false,"description":"Hide individual tools by name, comma-separated. Subtractive only — it cannot re-enable a tool another setting hides; an unknown tool name stops the server at startup."},{"name":"MEMORY_DIR","required":false,"secret":false,"description":"Vault folder for structured memory files (About Me-style notes). Memory tools are hidden when MEMORY_ENABLED is false, but this value still feeds the defaults for PROTECTED_PATHS and ORPHAN_EXCLUDE_FOLDERS."},{"name":"DAILY_NOTES_FOLDER","required":false,"secret":false,"description":"Vault folder for daily notes. Overrides the folder configured in Obsidian's daily-notes plugin. When unset, read from the vault's .obsidian/daily-notes.json, falling back to \"Daily Notes\"."},{"name":"DAILY_NOTES_FORMAT","required":false,"secret":false,"description":"Filename date format for daily notes (Moment.js tokens). Overrides the format configured in Obsidian's daily-notes plugin. When unset, read from the vault's .obsidian/daily-notes.json, falling back to \"YYYY-MM-DD\"."},{"name":"TRUST_PROXY_HOPS","required":false,"secret":false,"description":"Number of trusted reverse-proxy hops used to derive the client IP from X-Forwarded-For for OAuth rate limiting and request logs. With 0, injected forwarding headers are ignored."},{"name":"TRUST_FORWARDED_HOPS","required":false,"secret":false,"description":"How many entries from the end of the RFC 7239 Forwarded header's for= list to count to reach the client IP for OAuth rate limiting and request logs. 0 ignores the header; 1 when the proxy in front writes it (e.g. AWS API Gateway); 2 when a CDN fronts that proxy and is the only way to reach it."},{"name":"TZ","required":false,"secret":false,"description":"IANA timezone for timestamps and daily note resolution."},{"name":"LOG_LEVEL","required":false,"secret":false,"description":"Logging verbosity."},{"name":"LOG_DIR","required":false,"secret":false,"description":"Directory for log files that survive container re-creation. The container's own log is always written but discarded when the container is recreated; date-stamped files under LOG_DIR persist on the data volume. Default: /data/logs (remote image), $STORAGE_ROOT/data/logs (single-volume mode), none (local image). none keeps only the container log."},{"name":"LOG_RETENTION_DAYS","required":false,"secret":false,"description":"Days to keep log files before automatic cleanup on startup; only applies when LOG_DIR is a path."},{"name":"PROTECTED_PATHS","required":false,"secret":false,"description":"Comma-separated vault folder names blocked from vault_delete_note and vault_move_note. Default: MEMORY_DIR plus the daily notes folder, read from DAILY_NOTES_FOLDER or .obsidian/daily-notes.json (default Daily Notes). When set, overrides the default entirely."},{"name":"ORPHAN_EXCLUDE_FOLDERS","required":false,"secret":false,"description":"Comma-separated vault folder names excluded from vault_find_orphans. 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One endpoint, any provider: failover, persistent profiles, session replay, REST API, MCP   server, dashboard. 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See SECURITY.md."},{"name":"LOG_LEVEL","required":false,"secret":false,"description":"Logging verbosity: debug, info, warn, or error."}]},"installSource":"registry","readmeUrl":"https://github.com/cameronrye/activitypub-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/cameronrye/activitypub-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"campertunity/mcp-server","name":"mcp-server","author":"campertunity","repo":"campertunity/mcp-server","category":"Lifestyle","categoryConfidence":0.62,"description":"AI tools to search for campgrounds, check availability and book campsites across the entire world.","stars":17,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","campertunity-ai-tools"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/campertunity/mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/campertunity/mcp-server/main/README.md","license":null,"language":"TypeScript"},{"slug":"chandansgowda-cv/commvault-mcp-server","name":"commvault-mcp-server","author":"chandansgowda-cv","repo":"chandansgowda-cv/commvault-mcp-server","category":"Databases","categoryConfidence":0.55,"description":"A Model Context Protocol (MCP) server for interacting with Commvault software.","stars":17,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["commvault-mcp-server"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/chandansgowda-cv/commvault-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/chandansgowda-cv/commvault-mcp-server/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"chrishayuk/mcp-code-sandbox","name":"mcp-code-sandbox","author":"chrishayuk","repo":"chrishayuk/mcp-code-sandbox","category":"Tooling","categoryConfidence":0.72,"description":"An extensible Message Communication Protocol (MCP) server that provides secure code execution capabilities in isolated sandbox environments. 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Set to 'stdio' for local CLI use; the image defaults to 'http' for gateway hosting."},{"name":"AUTH_MODE","required":false,"secret":false,"description":"Credential source: 'env' reads vars locally, 'gateway' expects header injection from the WYRE MCP Gateway."},{"name":"LOG_LEVEL","required":false,"secret":false,"description":"Log verbosity: debug, info, warn, error"}]},"installSource":"registry","readmeUrl":"https://github.com/wyre-technology/itglue-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/wyre-technology/itglue-mcp/main/README.md","license":"Apache-2.0","language":"TypeScript"},{"slug":"xlight/deepseek-visionary","name":"deepseek-visionary","author":"xlight","repo":"xlight/deepseek-visionary","category":"Agents","categoryConfidence":0.55,"description":"使用 DeepSeek 官方多模态视觉模型让你的 Agent 不再眼瞎（支持 DSH、Zed、OpenCode、Codex、Claude Code、Cursor、Claude Desktop）","stars":17,"install":{"kind":"local","runtime":"mcpb","command":null,"args":[],"ref":"https://github.com/xlight/deepseek-visionary/releases/download/v0.2.2/visionary-server-aarch64-apple-darwin.mcpb","env":[]},"installSource":"registry","readmeUrl":"https://github.com/xlight/deepseek-visionary/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/xlight/deepseek-visionary/main/README.md","license":null,"language":"Rust"},{"slug":"199-biotechnologies/mcp-uber","name":"mcp-uber","author":"199-biotechnologies","repo":"199-biotechnologies/mcp-uber","category":"Lifestyle","categoryConfidence":0.62,"description":"An MCP (Model Context Protocol) server for booking Uber rides through AI assistants.","stars":16,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","mcp-uber"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/199-biotechnologies/mcp-uber/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/199-biotechnologies/mcp-uber/main/README.md","license":null,"language":"JavaScript"},{"slug":"7gugu/zip-mcp","name":"zip-mcp","author":"7gugu","repo":"7gugu/zip-mcp","category":"Tooling","categoryConfidence":0.85,"description":"An MCP tool that provides AI with the ability to compress and decompress local files.","stars":16,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","zip-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/7gugu/zip-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/7gugu/zip-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"adelelo13/mac-control-mcp","name":"mac-control-mcp","author":"AdelElo13","repo":"AdelElo13/mac-control-mcp","category":"Tooling","categoryConfidence":0.7,"description":"Native Swift macOS automation — 153 tools: AX, EventKit, voice, browser DOM, undo.","stars":16,"install":{"kind":"local","runtime":"mcpb","command":null,"args":[],"ref":"https://github.com/AdelElo13/mac-control-mcp/releases/download/v0.10.0/mac-control-mcp-v0.10.0.mcpb","env":[]},"installSource":"registry","readmeUrl":"https://github.com/AdelElo13/mac-control-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/AdelElo13/mac-control-mcp/main/README.md","license":"MIT","language":"Swift"},{"slug":"bwb03/amazon-catalog-cli","name":"amazon-catalog-cli","author":"BWB03","repo":"BWB03/amazon-catalog-cli","category":"Marketing","categoryConfidence":0.75,"description":"Agent-native CLI for querying Amazon Category Listing Reports","stars":16,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@bwb03/catalog-cli-pro"],"env":[{"name":"CATALOG_API_KEY","required":true,"secret":true,"description":"Your Catalog CLI Pro API key. 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Optional when configured with google-health-fitbit-mcp-server setup."},{"name":"GOOGLE_HEALTH_CLIENT_SECRET","required":false,"secret":true,"description":"Google Cloud OAuth client secret. Prefer google-health-fitbit-mcp-server setup so this secret is stored in ~/.google-health-mcp/config.json instead of MCP client config."},{"name":"GOOGLE_HEALTH_REDIRECT_URI","required":false,"secret":false,"description":"Redirect URI configured in the Google Cloud OAuth client. Optional when configured with google-health-fitbit-mcp-server setup."},{"name":"GOOGLE_HEALTH_TOKEN_PATH","required":false,"secret":false,"description":"Optional local path for OAuth tokens. Defaults to ~/.google-health-mcp/tokens.json."},{"name":"GOOGLE_HEALTH_PRIVACY_MODE","required":false,"secret":false,"description":"Optional payload mode: summary, structured, or raw. Defaults to structured. raw means full Google Health API payloads, not continuous 24/7 raw sensor telemetry."},{"name":"GOOGLE_HEALTH_CACHE","required":false,"secret":false,"description":"Optional SQLite cache toggle. Set to true or sqlite to enable."},{"name":"GOOGLE_HEALTH_CACHE_PATH","required":false,"secret":false,"description":"Optional local SQLite cache path. Defaults to ~/.google-health-mcp/cache.sqlite."},{"name":"GOOGLE_HEALTH_NO_CACHE","required":false,"secret":false,"description":"Set to true to bypass the in-memory HTTP response cache (60s TTL for GET only). 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SQLite-backed, packaged as a Docker container. 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When a local endpoint is not listening and auto-launch is enabled, mp_ensureConnection may start DevTools if it can resolve a project."},{"name":"WEAPP_AUTOMATOR_MODE","required":false,"secret":false,"description":"Force 'launch' or 'connect' mode. Defaults to 'launch' unless WEAPP_WS_ENDPOINT is set."},{"name":"WEAPP_PROJECT_PATH","required":false,"secret":false,"description":"Optional Mini Program project directory used by launch and local auto-launch flows. The server can also resolve a persisted default, a recent project, or the current working directory."},{"name":"WECHAT_DEVTOOLS_CLI_PATH","required":false,"secret":false,"description":"Optional override for the WeChat DevTools CLI binary path (e.g. /Applications/wechatwebdevtools.app/Contents/MacOS/cli on macOS)."},{"name":"WEAPP_DEVTOOLS_PORT","required":false,"secret":false,"description":"Automation websocket port passed to 'cli auto --auto-port' in launch mode (default 9420)."},{"name":"WEAPP_DEVTOOLS_TIMEOUT","required":false,"secret":false,"description":"Milliseconds passed to miniprogram-automator when launching WeChat DevTools."},{"name":"WEAPP_AUTO_ACCOUNT","required":false,"secret":true,"description":"Optional account passed to miniprogram-automator launch."},{"name":"WEAPP_DEVTOOLS_TICKET","required":false,"secret":true,"description":"Optional DevTools launch ticket."},{"name":"WEAPP_TRUST_PROJECT","required":false,"secret":false,"description":"Whether launch mode should trust the project. Accepts true/false, 1/0, yes/no, or on/off."},{"name":"WEAPP_DEVTOOLS_ARGS","required":false,"secret":false,"description":"Additional whitespace-separated CLI arguments passed during launch."},{"name":"WEAPP_DEVTOOLS_CWD","required":false,"secret":false,"description":"Optional working directory passed to the DevTools launch process."},{"name":"WEAPP_AUTOCLOSE","required":false,"secret":false,"description":"Whether to close or disconnect the automator session after each tool call. Accepts true/false, 1/0, yes/no, or on/off."},{"name":"WEAPP_AUTOLAUNCH","required":false,"secret":false,"description":"Allow mp_ensureConnection to launch local WeChat DevTools with cli auto when the configured local automation port is not listening. Defaults to enabled; set false to disable."},{"name":"WEAPP_LAUNCH_TIMEOUT","required":false,"secret":false,"description":"Milliseconds to wait for a locally auto-launched automation port (default 45000)."},{"name":"WEAPP_CONNECT_TIMEOUT","required":false,"secret":false,"description":"Milliseconds to wait for an automator websocket connection (default 45000)."}]},"installSource":"registry","readmeUrl":"https://github.com/Chaixueyuan/weapp-agent-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/Chaixueyuan/weapp-agent-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"coinstatshq/coinstats-mcp","name":"coinstats-mcp","author":"CoinStatsHQ","repo":"CoinStatsHQ/coinstats-mcp","category":"Crypto","categoryConfidence":0.95,"description":"Hosted Model Context Protocol server for the CoinStats API. 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By ICT Innovations.","stars":16,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","ictcontact-mcp"],"env":[{"name":"ICTCONTACT_BASE_URL","required":true,"secret":false,"description":"Base URL of your ICTContact / ICTDialer server, without the /rest suffix, e.g. https://your-ictcontact."},{"name":"ICTCONTACT_USERNAME","required":true,"secret":false,"description":"API account username."},{"name":"ICTCONTACT_PASSWORD","required":true,"secret":true,"description":"Password for the account."},{"name":"ICTCONTACT_MCP_ALLOW_WRITE","required":false,"secret":false,"description":"Unlocks starting and stopping campaigns, which begins live outbound calling and can cost money. When false those tools are not registered at all. Leave off unless you mean it."},{"name":"ICTCONTACT_TIMEOUT_MS","required":false,"secret":false,"description":"Per request timeout in milliseconds. 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Required only for ICD-11 tools (5 tools); the server starts without it and other terminologies (LOINC, RxNorm, MeSH, ATC, CID-10) work unauthenticated. Get credentials at https://icd.who.int/icdapi."},{"name":"WHO_CLIENT_SECRET","required":false,"secret":true,"description":"WHO ICD-11 API Client Secret. Required only for ICD-11 tools."},{"name":"WHO_ICD11_RELEASE_ID","required":false,"secret":false,"description":"ICD-11 release to query (e.g. 2024-01, 2025-01). Optional; defaults to 2024-01."},{"name":"ENABLE_SNOMED_TOOLS","required":false,"secret":false,"description":"Set to 'true' to register the 6 SNOMED-dependent tools (snomed_search, snomed_concept, snomed_hierarchy, snomed_descriptions, snomed_ecl, plus map_snomed_to_icd10). Disabled by default because the historical public IHTSDO Snowstorm endpoint was retired (HTTP 410 Gone). 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Read-only by default.","stars":12,"install":null,"installSource":"none","readmeUrl":"https://github.com/danieleteti/mcp-firebird/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/danieleteti/mcp-firebird/master/README.md","license":"NOASSERTION","language":"Pascal"},{"slug":"datris/datris-platform-oss","name":"datris-platform-oss","author":"datris","repo":"datris/datris-platform-oss","category":"Databases","categoryConfidence":0.6,"description":"The Datris Data Platform - Open Source Version","stars":12,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["datris-mcp-server"],"env":[{"name":"DATRIS_API_URL","required":true,"secret":false,"description":"URL of the Datris server API (default http://localhost:8080)"},{"name":"DATRIS_API_KEY","required":false,"secret":true,"description":"API key for the Datris server (only when USE_API_KEYS=true)"}]},"installSource":"registry","readmeUrl":"https://github.com/datris/datris-platform-oss/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/datris/datris-platform-oss/main/README.md","license":"AGPL-3.0","language":"Scala"},{"slug":"davidmosiah/garmin-mcp","name":"garmin-mcp","author":"davidmosiah","repo":"davidmosiah/garmin-mcp","category":"Lifestyle","categoryConfidence":0.9,"description":"Local-first MCP server for Garmin Body Battery, HRV, sleep & training data — Claude/Cursor ready","stars":12,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","garmin-mcp-unofficial"],"env":[{"name":"GARMIN_TOKEN_PATH","required":false,"secret":false,"description":"Optional local path for Garmin Connect tokens. 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Optional — if omitted, the server falls back to the fetchproxy browser extension (requires being signed in to ourfamilywizard.com)."},{"name":"OFW_PASSWORD","required":false,"secret":true,"description":"Your OurFamilyWizard password. Optional — see OFW_USERNAME."},{"name":"OFW_WRITE_MODE","required":false,"secret":false,"description":"Write-tool gate: \"none\" registers no write tools; \"drafts\" registers draft-level writes only (save/delete drafts, upload attachments); \"all\" registers everything (default). Unrecognized values fail closed to \"none\"."},{"name":"OFW_CALENDAR_WRITES","required":false,"secret":false,"description":"Set to \"true\" to register calendar write tools (create/update/delete event) in \"drafts\" write mode. Events have no draft stage but are reversible. Never overrides \"none\"."},{"name":"OFW_ALLOW_MARK_READ","required":false,"secret":false,"description":"Default \"true\". Set \"false\" to forbid any tool from marking a message read on OurFamilyWizard - reading a body for the first time stamps a co-parent-visible \"First Viewed\" time that cannot be undone. A ceiling: no per-call argument can raise it."},{"name":"OFW_FETCH_UNREAD_BODIES","required":false,"secret":false,"description":"Default \"false\". Whether ofw_sync_messages fetches unread inbox bodies by default (each fetch stamps a First Viewed time). Capped by OFW_ALLOW_MARK_READ."},{"name":"OFW_SESSION_CACHE","required":false,"secret":false,"description":"Set to false to disable the on-disk session cache and re-authenticate on every process start. Defaults to enabled."},{"name":"OFW_SESSION_FILE","required":false,"secret":false,"description":"Absolute path for the session cache file. Defaults to $MCP_DATA_DIR/.ofw-mcp/session.json."},{"name":"OFW_EXPENSE_ONLY","required":false,"secret":false,"description":"Set true to register only healthcheck plus expense tools. All profile/dashboard, message, calendar, and journal tools are structurally absent."},{"name":"OFW_EXPENSE_UPLOAD_ONLY","required":false,"secret":false,"description":"Set true for strict reimbursement upload mode: only healthcheck, ofw_upload_expense_pdf, ofw_create_expense, and ofw_update_expense register. Implies OFW_EXPENSE_ONLY."}]},"installSource":"registry","readmeUrl":"https://github.com/chrischall/ofw-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/chrischall/ofw-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"chunkydotdev/bldbl-mcp","name":"bldbl-mcp","author":"chunkydotdev","repo":"chunkydotdev/bldbl-mcp","category":"Tooling","categoryConfidence":0.55,"description":"Official MCP client for Buildable - AI-powered development platform that makes any project buildable","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@bldbl/mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/chunkydotdev/bldbl-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/chunkydotdev/bldbl-mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"constellation-works/orbit","name":"orbit","author":"constellation-works","repo":"constellation-works/orbit","category":"Agents","categoryConfidence":0.9,"description":"Local-first delivery layer for AI coding agents. Your agent files the work as a task, and Orbit runs it in a sandboxed worktree with file locks and review gates. Every run ends in a pull request, with an audit log of every step. 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Share the same path across HTTP and stdio instances to share state."},{"name":"CLAUDE_BRIDGE_AUTH_TOKEN","required":false,"secret":true,"description":"Optional Bearer token for HTTP mode. As of 1.2.0, binding a non-loopback host requires this token together with an explicit trusted host (CLAUDE_BRIDGE_TRUSTED_HOSTS), unless --allow-unauthenticated-network is passed; loopback (stdio and localhost) does not require it. When set, all HTTP endpoints except /status require Authorization: Bearer <token>. Not used in stdio mode."}]},"installSource":"registry","readmeUrl":"https://github.com/constripacity/Claude-Bridge/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/constripacity/Claude-Bridge/main/README.md","license":"MIT","language":"Python"},{"slug":"corebasehq/coremcp","name":"coremcp","author":"corebasehq","repo":"corebasehq/coremcp","category":"Databases","categoryConfidence":0.92,"description":"CoreMCP: Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source bridge for LLM data analysis.","stars":11,"install":null,"installSource":"none","readmeUrl":"https://github.com/corebasehq/coremcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/corebasehq/coremcp/main/README.md","license":"Apache-2.0","language":"Go"},{"slug":"crawleo/crawleo-mcp","name":"crawleo-mcp","author":"crawleo","repo":"crawleo/crawleo-mcp","category":"Scraping","categoryConfidence":0.85,"description":"Crawleo MCP Server - Real-Time Web Knowledge for AI Crawleo's Model Context Protocol (MCP) server enables AI assistants like Claude to access real-time web data directly through native tool integration.","stars":11,"install":{"kind":"remote","url":"https://api.crawleo.dev/mcp","transport":"streamable-http","headers":[{"name":"Authorization","required":false,"secret":false,"description":"Crawleo API token for authentication. Example: 'Bearer <CRAWLEO_API_KEY>'"}]},"installSource":"registry","readmeUrl":"https://github.com/crawleo/crawleo-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/crawleo/crawleo-mcp/main/README.md","license":"MIT","language":"JavaScript"},{"slug":"csonigo/datagouv-mcp-server","name":"datagouv-mcp-server","author":"csonigo","repo":"csonigo/datagouv-mcp-server","category":"Research","categoryConfidence":0.9,"description":"MCP server for interacting with Data.gouv.fr API","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","datagouv-mcp-server"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/csonigo/datagouv-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/csonigo/datagouv-mcp-server/main/README.md","license":null,"language":"TypeScript"},{"slug":"davidmosiah/wellness-nourish","name":"wellness-nourish","author":"davidmosiah","repo":"davidmosiah/wellness-nourish","category":"Lifestyle","categoryConfidence":0.95,"description":"Local-first nutrition MCP for Claude/Cursor: USDA food search, barcode + photo, meal logging","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","wellness-nourish"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/davidmosiah/wellness-nourish/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/davidmosiah/wellness-nourish/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"dhamma-seeker/tripitaka-mcp","name":"tripitaka-mcp","author":"dhamma-seeker","repo":"dhamma-seeker/tripitaka-mcp","category":"Research","categoryConfidence":0.72,"description":"MCP server for the full Pāli Tipiṭaka — ~444,000 segments at parity with SuttaCentral (Sutta + Vinaya + Abhidhamma). Hybrid search, full-sutta fetch with cross-references, segment-aligned translation comparison, and Pāli word lookup. Offered as Dhamma Dāna.","stars":11,"install":{"kind":"remote","url":"https://mcp.tripitaka-mcp.com/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/dhamma-seeker/tripitaka-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/dhamma-seeker/tripitaka-mcp/main/README.md","license":"NOASSERTION","language":"Python"},{"slug":"dida-ai/dida-hotel-mcp-cn","name":"dida-hotel-mcp-cn","author":"dida-ai","repo":"dida-ai/dida-hotel-mcp-cn","category":"Lifestyle","categoryConfidence":0.62,"description":"道旅官方酒店MCP，14年旅游科技数据栈，200万酒店实时库存直连，11万直签，渠道专属价，兼容40+主流大模型代理。企业和个人开发者均可免费申请，无调用上限。可按地点、日期、星级、人数、标签等条件搜索酒店，返回候选酒店及展示价。可查询指定酒店的实时房型列表、价格计划和取消政策。","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@didaai/hotelbooking"],"env":[{"name":"DIDA_API_KEY","required":true,"secret":true,"description":"Dida Hotel API Key"}]},"installSource":"registry","readmeUrl":"https://github.com/dida-ai/dida-hotel-mcp-cn/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/dida-ai/dida-hotel-mcp-cn/main/README.md","license":"MIT","language":"Python"},{"slug":"digma-ai/digma-mcp-server","name":"digma-mcp-server","author":"digma-ai","repo":"digma-ai/digma-mcp-server","category":"DevOps","categoryConfidence":0.9,"description":"A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code analysis","stars":11,"install":null,"installSource":"none","readmeUrl":"https://github.com/digma-ai/digma-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/digma-ai/digma-mcp-server/main/README.md","license":null,"language":"C#"},{"slug":"domdomegg/gmail-mcp","name":"gmail-mcp","author":"domdomegg","repo":"domdomegg/gmail-mcp","category":"Productivity","categoryConfidence":0.85,"description":"📧 MCP server for Gmail","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","gmail-mcp"],"env":[{"name":"GOOGLE_ACCESS_TOKEN","required":true,"secret":true,"description":"Google OAuth access token with Gmail scopes."}]},"installSource":"registry","readmeUrl":"https://github.com/domdomegg/gmail-mcp/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/domdomegg/gmail-mcp/master/README.md","license":null,"language":"TypeScript"},{"slug":"donnyb369/mcp-spine","name":"mcp-spine","author":"donnyb369","repo":"donnyb369/mcp-spine","category":"Tooling","categoryConfidence":0.6,"description":"Context Minifier & State Guard — Local-first MCP middleware proxy","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-spine"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/donnyb369/mcp-spine/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/donnyb369/mcp-spine/main/README.md","license":"MIT","language":"Python"},{"slug":"douglarek/unsplash-mcp-server","name":"unsplash-mcp-server","author":"douglarek","repo":"douglarek/unsplash-mcp-server","category":"Image","categoryConfidence":0.7,"description":"🔎 A MCP server for Unsplash image search.","stars":11,"install":null,"installSource":"none","readmeUrl":"https://github.com/douglarek/unsplash-mcp-server/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/douglarek/unsplash-mcp-server/master/README.md","license":"MIT","language":"Go"},{"slug":"dragons96/mcp-undetected-chromedriver","name":"mcp-undetected-chromedriver","author":"dragons96","repo":"dragons96/mcp-undetected-chromedriver","category":"Scraping","categoryConfidence":0.85,"description":"undetected-chromedriver server.","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-server-undetected-chromedriver"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/dragons96/mcp-undetected-chromedriver/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/dragons96/mcp-undetected-chromedriver/master/README.md","license":"MIT","language":"Python"},{"slug":"enmanuelmag/heimdall-mcp","name":"heimdall-mcp","author":"enmanuelmag","repo":"enmanuelmag/heimdall-mcp","category":"DevOps","categoryConfidence":0.95,"description":"Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces to SQLite, Postgres or MySQL.","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@cardor/heimdall-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/enmanuelmag/heimdall-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/enmanuelmag/heimdall-mcp/main/README.md","license":"NOASSERTION","language":"TypeScript"},{"slug":"eternahybridexchange/eterna-mcp","name":"eterna-mcp","author":"eternahybridexchange","repo":"eternahybridexchange/eterna-mcp","category":"Crypto","categoryConfidence":0.95,"description":"No-KYC managed MCP trading exchange for AI agents: sandboxed TypeScript SDK, isolated sub-accounts, perpetual futures.","stars":11,"install":{"kind":"remote","url":"https://mcp.eterna.exchange/mcp","transport":"streamable-http","headers":[{"name":"Authorization","required":true,"secret":true,"description":"Bearer token from OAuth (ai-auth) or agent API key after register_agent. See https://github.com/EternaHybridExchange/eterna-mcp/blob/main/docs/authentication.md"}]},"installSource":"registry","readmeUrl":"https://github.com/eternahybridexchange/eterna-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/eternahybridexchange/eterna-mcp/main/README.md","license":"MIT","language":""},{"slug":"event4u-app/agent-config","name":"agent-config","author":"event4u-app","repo":"event4u-app/agent-config","category":"Agents","categoryConfidence":0.8,"description":"Every claim machine-checked, including \"zero runtime daemon\" — governed skills, rules and replayable state. 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It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["lumino-mcp-server"],"env":[{"name":"KUBECONFIG","required":false,"secret":false,"description":"Path to Kubernetes config file for cluster authentication"}]},"installSource":"registry","readmeUrl":"https://github.com/spre-sre/lumino-mcp-server/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/spre-sre/lumino-mcp-server/main/README.md","license":"Apache-2.0","language":"Python"},{"slug":"sssjiang/pubchem_mcp_server","name":"pubchem_mcp_server","author":"sssjiang","repo":"sssjiang/pubchem_mcp_server","category":"Research","categoryConfidence":0.7,"description":"the mcp is used to extract the drug basic chemical infomation from pubchem API.","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["pubchem_mcp_server"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/sssjiang/pubchem_mcp_server/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/sssjiang/pubchem_mcp_server/master/README.md","license":null,"language":"Python"},{"slug":"stancld/rossum-mcp","name":"rossum-mcp","author":"stancld","repo":"stancld/rossum-mcp","category":"Business","categoryConfidence":0.75,"description":"AI-powered Rossum orchestration: Document workflows conversationally, debug pipelines automatically, and configure automation through natural language.","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["rossum-workspace"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/stancld/rossum-mcp/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/stancld/rossum-mcp/master/README.md","license":"MIT","language":"Python"},{"slug":"suryast/indonesia-civic-stack","name":"indonesia-civic-stack","author":"suryast","repo":"suryast/indonesia-civic-stack","category":"Research","categoryConfidence":0.75,"description":"🇮🇩 Production-ready Python SDK + MCP server for 14 Indonesian government data sources — halal certs, company registry, procurement, budget, legal docs & more. 46 AI-agent tools.","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["indonesia-civic-stack"],"env":[{"name":"PROXY_URL","required":false,"secret":false,"description":"Proxy URL for accessing Indonesian government portals from outside Indonesia (e.g. Cloudflare Worker URL)"},{"name":"BPS_API_KEY","required":false,"secret":true,"description":"BPS Statistics API key (free registration at webapi.bps.go.id)"}]},"installSource":"registry","readmeUrl":"https://github.com/suryast/indonesia-civic-stack/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/suryast/indonesia-civic-stack/main/README.md","license":"MIT","language":"Python"},{"slug":"sweir1/obsidian-brain","name":"obsidian-brain","author":"sweir1","repo":"sweir1/obsidian-brain","category":"Productivity","categoryConfidence":0.85,"description":"Standalone Node MCP server: semantic search + knowledge graph + vault editing for Obsidian, no plugin required","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","obsidian-brain"],"env":[{"name":"VAULT_PATH","required":true,"secret":false,"description":"Absolute path to your Obsidian vault (or any folder of .md files)."},{"name":"DATA_DIR","required":false,"secret":false,"description":"Where to store the SQLite index + embedding cache. Defaults to $XDG_DATA_HOME/obsidian-brain or ~/.local/share/obsidian-brain."},{"name":"EMBEDDING_PRESET","required":false,"secret":false,"description":"Preset name: english (default, bge-small-en-v1.5), english-fast, english-quality, multilingual, multilingual-quality, multilingual-ollama. Ignored when EMBEDDING_MODEL is set."},{"name":"EMBEDDING_MODEL","required":false,"secret":false,"description":"Power-user override: any transformers.js checkpoint or Ollama model id. Takes precedence over EMBEDDING_PRESET. Switching auto-reindexes."},{"name":"EMBEDDING_PROVIDER","required":false,"secret":false,"description":"Embedding backend. 'transformers' (local, default) or 'ollama' (requires a running Ollama server)."},{"name":"OLLAMA_BASE_URL","required":false,"secret":false,"description":"Base URL of a local Ollama server. Only used when EMBEDDING_PROVIDER=ollama."},{"name":"OLLAMA_EMBEDDING_DIM","required":false,"secret":false,"description":"Override the embedding dimensionality when EMBEDDING_PROVIDER=ollama. If unset, the server probes the model on startup."},{"name":"OLLAMA_NUM_CTX","required":false,"secret":false,"description":"Override Ollama's num_ctx for embed requests. Leave UNSET to let obsidian-brain auto-detect via `/api/show`'s `context_length` (e.g. nomic-embed-text=2048, bge-m3=8192, qwen3-embedding:0.6b=32 768). Setting this manually imposes a hard cap and may silently truncate longer inputs — see https://github.com/ollama/ollama/issues/14259. Ollama's own default is 2048 which truncates for any model trained on a larger context. See also https://github.com/ollama/ollama/issues/7008. Fallback when both env is unset AND /api/show is unreachable: 8192."},{"name":"OBSIDIAN_BRAIN_OLLAMA_AUTO_PULL","required":false,"secret":false,"description":"Auto-pull the configured Ollama model when /api/show returns 404 (model not present). Default ON — choosing an Ollama-backed preset is implicit consent to download its model. Streams /api/pull progress to stderr. Set to '0' to disable auto-pull entirely (master kill-switch) and fall back to the actionable error path (`HTTP 404 — try: ollama pull <model>`)."},{"name":"OBSIDIAN_BRAIN_OLLAMA_BYOM_AUTO_PULL","required":false,"secret":false,"description":"Opt-in to auto-pull for BYOM (custom EMBEDDING_MODEL) Ollama models OUTSIDE Ollama's official `library/` namespace. Default OFF — third-party models (e.g. `user/custom-fork`, `myregistry.com/team/model`) require this env var to be set to `1` before they will auto-pull, to prevent silent downloads of arbitrary user-named artifacts. Preset-known models (via EMBEDDING_PRESET) and bare model ids in the official library (e.g. `qwen3-embedding:0.6b`, `library/llama3:8b`) continue to auto-pull by default per the existing OBSIDIAN_BRAIN_OLLAMA_AUTO_PULL behavior."},{"name":"OBSIDIAN_BRAIN_NO_WATCH","required":false,"secret":false,"description":"Set to '1' to disable the live chokidar file watcher. Useful on SMB/NFS vaults where FSEvents/inotify don't fire reliably — fall back to running `obsidian-brain index` on a schedule (launchd/systemd)."},{"name":"OBSIDIAN_BRAIN_NO_CATCHUP","required":false,"secret":false,"description":"Set to '1' to skip the startup catchup reindex pass that picks up edits made while the server was down. The live file watcher still starts (via OBSIDIAN_BRAIN_NO_WATCH=1 to disable that separately), and first-time indexing on an empty DB is unaffected — this knob only governs the post-restart `enqueueBackgroundReindex` walk."},{"name":"OBSIDIAN_BRAIN_WATCH_DEBOUNCE_MS","required":false,"secret":false,"description":"Per-file reindex debounce for the live watcher, in milliseconds."},{"name":"OBSIDIAN_BRAIN_COMMUNITY_DEBOUNCE_MS","required":false,"secret":false,"description":"Graph-wide community-detection (Louvain) debounce for the live watcher, in milliseconds. Louvain is the only expensive op — batching it prevents per-edit CPU spikes."},{"name":"OBSIDIAN_BRAIN_TOOL_TIMEOUT_MS","required":false,"secret":false,"description":"Per-tool-call timeout in milliseconds. Tools exceeding this return an MCP error instead of hanging."},{"name":"OBSIDIAN_BRAIN_MAX_CHUNK_TOKENS","required":false,"secret":false,"description":"Override the adaptive chunk-size budget (in tokens). When set, this beats the capacity probed from the model's tokenizer or Ollama /api/show. Use for debugging or for models with stale tokenizer configs."},{"name":"OBSIDIAN_BRAIN_CONFIG_DIR","required":false,"secret":false,"description":"Override the per-user config directory where obsidian-brain stores model overrides (`model-overrides.json`) and the user-fetched seed (`seed-models.json`). Default is `$XDG_CONFIG_HOME/obsidian-brain` on macOS/Linux (or `~/.config/obsidian-brain`) and `%APPDATA%/obsidian-brain` on Windows. Both files survive `npm update obsidian-brain` because they live outside the package."},{"name":"OBSIDIAN_BRAIN_DEBUG","required":false,"secret":false,"description":"Set to \"1\" to print a verbose synchronous startup trace to stderr — every preflight, createContext, server.connect, and shutdown step is logged with a monotonic timestamp. The LAST line before any silent failure tells you exactly which step the server reached. No-op when unset (no overhead). Use to diagnose silent-crash failure modes."},{"name":"OBSIDIAN_BRAIN_LOG_FORMAT","required":false,"secret":false,"description":"Set to 'ndjson' for one-JSON-object-per-line stderr output (timestamp + level + message + structured fields). Default is human-readable plain text (`obsidian-brain: <message>`). Useful for piping logs into aggregators (Datadog, Loki, Vector, journald) that index structured fields."}]},"installSource":"registry","readmeUrl":"https://github.com/sweir1/obsidian-brain/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/sweir1/obsidian-brain/main/README.md","license":"Apache-2.0","language":"TypeScript"},{"slug":"swen128/cloud-logging-mcp","name":"cloud-logging-mcp","author":"swen128","repo":"swen128/cloud-logging-mcp","category":"DevOps","categoryConfidence":0.95,"description":"MCP server for querying Google Cloud Logging","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","cloud-logging-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/swen128/cloud-logging-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/swen128/cloud-logging-mcp/main/README.md","license":null,"language":"TypeScript"},{"slug":"tinqiao-oss/clawtouch-mcp","name":"clawtouch-mcp","author":"tinqiao-oss","repo":"tinqiao-oss/clawtouch-mcp","category":"Systems","categoryConfidence":0.85,"description":"ClawTouch MCP server — exposes a real USB-HID keyboard/mouse (Raspberry Pi Pico 2) as Model Context Protocol tools for any LLM agent. 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Browser only for login + payment.","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","basketeer"],"env":[]},"installSource":"server.json","readmeUrl":"https://github.com/tobyandrews1985/basketeer/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/tobyandrews1985/basketeer/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"tronschell/kanban-thing","name":"kanban-thing","author":"tronschell","repo":"tronschell/kanban-thing","category":"Productivity","categoryConfidence":0.9,"description":"A free kanban board you can share with a link. No account, no email, no install — name a board, set a password, send the link, and everyone drags the same cards.","stars":11,"install":{"kind":"remote","url":"https://www.kanbanthing.com/mcp","transport":"streamable-http","headers":[]},"installSource":"registry","readmeUrl":"https://github.com/tronschell/kanban-thing/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/tronschell/kanban-thing/master/README.md","license":"MIT","language":"TypeScript"},{"slug":"ubie-oss/mcp-proxy","name":"mcp-proxy","author":"ubie-oss","repo":"ubie-oss/mcp-proxy","category":"Tooling","categoryConfidence":0.6,"description":"A thin MCP proxy","stars":11,"install":null,"installSource":"none","readmeUrl":"https://github.com/ubie-oss/mcp-proxy/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/ubie-oss/mcp-proxy/main/README.md","license":"Apache-2.0","language":"Go"},{"slug":"umshere/uiflowchartcreator","name":"uiflowchartcreator","author":"umshere","repo":"umshere/uiflowchartcreator","category":"Design","categoryConfidence":0.75,"description":"MCP server for creating UI flowcharts","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","uiflowchartcreator"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/umshere/uiflowchartcreator/blob/master/README.md","readmeRawUrl":"https://raw.githubusercontent.com/umshere/uiflowchartcreator/master/README.md","license":null,"language":"TypeScript"},{"slug":"v9rt3x/cs2-rcon-mcp","name":"cs2-rcon-mcp","author":"v9rt3x","repo":"v9rt3x/cs2-rcon-mcp","category":"Games","categoryConfidence":0.75,"description":"CS2 RCON MCP - Server management tool for Counter-Strike 2","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["rcon-mcp"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/v9rt3x/cs2-rcon-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/v9rt3x/cs2-rcon-mcp/main/README.md","license":"MIT","language":"Python"},{"slug":"vikasny30/aletheia-mcp","name":"aletheia-mcp","author":"vikasny30","repo":"vikasny30/aletheia-mcp","category":"Security","categoryConfidence":0.65,"description":"Model Context Protocol (MCP) server for Aletheia: Sub-millisecond runtime safety & scope creep (S3) filter for AI agent tool calls","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","aletheia-mcp"],"env":[{"name":"ALETHEIA_ALLOW_WRITE","required":false,"secret":false,"description":"Set to \"true\" to authorize filesystem writes (equivalent to --allow-write)."},{"name":"ALETHEIA_ALLOW_NETWORK","required":false,"secret":false,"description":"Set to \"true\" to authorize outbound network requests (equivalent to --allow-network)."},{"name":"ALETHEIA_ALLOW_LOOPBACK","required":false,"secret":false,"description":"Set to \"true\" to authorize requests to localhost / 127.0.0.1 (equivalent to --allow-loopback)."},{"name":"ALETHEIA_OPERATOR_SECRET","required":false,"secret":true,"description":"Operator token required to loosen an already-running session's mandate at runtime."}]},"installSource":"registry","readmeUrl":"https://github.com/vikasny30/aletheia-mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/vikasny30/aletheia-mcp/main/README.md","license":"NOASSERTION","language":"TypeScript"},{"slug":"vivek100/supamcpbuilder","name":"supaMCPBuilder","author":"vivek100","repo":"vivek100/supaMCPBuilder","category":"Databases","categoryConfidence":0.95,"description":"A runtime-configurable MCP (Model Context Protocol) server for Supabase databases with inline JSON configuration support. Build dynamic tools for your Supabase database without writing code!","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","supamcpbuilder"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/vivek100/supaMCPBuilder/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/vivek100/supaMCPBuilder/main/README.md","license":"NOASSERTION","language":"TypeScript"},{"slug":"whw23/searxng_http_mcp","name":"searxng_http_mcp","author":"whw23","repo":"whw23/searxng_http_mcp","category":"Research","categoryConfidence":0.6,"description":"A zero-install, cloud-hosted SearXNG MCP server over HTTP — no local runtime required.","stars":11,"install":{"kind":"local","runtime":"docker","command":"docker","args":["run","-i","--rm","ghcr.io/whw23/searxng-http-mcp"],"env":[]},"installSource":"registry","readmeUrl":"https://github.com/whw23/searxng_http_mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/whw23/searxng_http_mcp/main/README.md","license":"MIT","language":"Python"},{"slug":"withoneai/mcp","name":"mcp","author":"withoneai","repo":"withoneai/mcp","category":"Backend","categoryConfidence":0.7,"description":"Connect your agents to every app through a single MCP.","stars":11,"install":{"kind":"local","runtime":"npx","command":"npx","args":["-y","@withone/mcp"],"env":[{"name":"ONE_SECRET","required":true,"secret":true,"description":"One API key from https://app.withone.ai/settings/api-keys"},{"name":"ONE_PERMISSIONS","required":false,"secret":false,"description":"Restrict actions by HTTP method: read (GET), write (GET/POST/PUT/PATCH) or admin (all)"},{"name":"ONE_CONNECTION_KEYS","required":false,"secret":false,"description":"Comma-separated connection keys the agent may see, or * for all"},{"name":"ONE_ACTION_IDS","required":false,"secret":false,"description":"Comma-separated action IDs the agent may see and run, or * for all"},{"name":"ONE_KNOWLEDGE_AGENT","required":false,"secret":false,"description":"Set true to drop execute_one_action and run in knowledge-only mode"},{"name":"ONE_IDENTITY","required":false,"secret":false,"description":"Scope connections to a single user, team, organization or project identifier"},{"name":"ONE_IDENTITY_TYPE","required":false,"secret":false,"description":"Type of ONE_IDENTITY: user, team, organization or project"}]},"installSource":"registry","readmeUrl":"https://github.com/withoneai/mcp/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/withoneai/mcp/main/README.md","license":"MIT","language":"TypeScript"},{"slug":"wrale/mcp-server-make","name":"mcp-server-make","author":"wrale","repo":"wrale/mcp-server-make","category":"Tooling","categoryConfidence":0.7,"description":"MCP Server for GNU Make","stars":11,"install":{"kind":"local","runtime":"uvx","command":"uvx","args":["mcp-server-make"],"env":[]},"installSource":"synthesized","readmeUrl":"https://github.com/wrale/mcp-server-make/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/wrale/mcp-server-make/main/README.md","license":"MIT","language":"Python"},{"slug":"wretcher207/reaper-daemon","name":"reaper-daemon","author":"wretcher207","repo":"wretcher207/reaper-daemon","category":"Lifestyle","categoryConfidence":0.75,"description":"Free, open source REAPER MCP server that lets an AI agent (Claude or any MCP client) drive REAPER: read every plugin and parameter, set FX values, write automation, and measure a mix move before and after. MIT. macOS, Windows, Linux.","stars":11,"install":{"kind":"local","runtime":"mcpb","command":null,"args":[],"ref":"https://github.com/wretcher207/reaper-daemon/releases/download/v3.22.1/reaper-daemon.mcpb","env":[]},"installSource":"registry","readmeUrl":"https://github.com/wretcher207/reaper-daemon/blob/main/README.md","readmeRawUrl":"https://raw.githubusercontent.com/wretcher207/reaper-daemon/main/README.md","license":"MIT","language":"Python"},{"slug":"xchucx/agent-memory","name":"agent-memory","author":"xChuCx","repo":"xChuCx/agent-memory","category":"Agents","categoryConfidence":0.95,"description":"Local, searchable project memory for AI coding agents. 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