MCP servers
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deja-vuvshulcz1.1KThe most accurate, cheapest and fastest memory for coding agents: searchable session history from Claude Code, Codex, Cursor and 32 more agents, already on your disk. No LLM, one Go binary.crwfastcrw1.1KFast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.crwus1.1KFast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.fetcher-mcpjae-jae1.1KMCP server for fetch web page content using Playwright headless browser.pyscnludo-technologies1.1KCode quality analysis for Python in the age of AI coding.QueryWeaverFalkorDB1.1KAn open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.loki-modeasklokesh1.1KAutonomous software factory. Give it a GitHub issue, a spec or a one-line task; get back a pull request with a signed receipt anyone can re-check offline. Runs on your machine with your own keys: Claude, Codex, OpenCode.atlassian-mcp-serveratlassian1.1KOfficial remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.minimadmayboroda1KOn-premises conversational RAG with configurable containersexcel-mcp-servernegokaz1KA Model Context Protocol (MCP) server that reads and writes MS Excel datastackqlstackql1KQuery, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.mcp-server-chatsumchatmcp1KQuery and Summarize your chat messages.best-of-Agent-HarnessesRyanAlberts1K🏆 Ranked list of 167 AI agent harnesses, plus copy-paste templates (AGENTS.md, safe Claude Code settings, a minimal harness) and step-by-step playbooks. MCP server, llms.txt & JSON. Rescored weekly.mcp-google-sheetsxing51KThis MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.ms-365-mcp-serversofteria1KA Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph APIalpaca-mcp-serveralpacahq1KAlpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEscode-index-mcpjohnhuang3161KA Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setupscaleway-cliscaleway999Command Line Interface for ScalewayanymdSylphxAI997Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.citraSylphxAI997Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.pdf-reader-mcpSylphxAI997Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.pdf-reader-mcpsylphxltd990Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.youtube-skillszeropointrepo987YouTube Transcript API skills for AI agents. Get transcripts, search videos, browse channels. Works with OpenClaw, Hermes Agent, and other agent runtimes.mcp-neo4jneo4j-contrib986Neo4j Labs Model Context Protocol serversmcp-browser-useSaik0s968MCP server that gives AI assistants the power to control a web browser.opentabsopentabs-dev964Browser automation clicks buttons. OpenTabs calls APIs.mcp-jetbrainsJetBrains962A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studiokubectl-mcp-serverrohitg00961Published in CNCF Landscape: A MCP server for Kubernetes.mcp-sequential-thinkingarben-adm955Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.octocode-mcpbgauryy945Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLIsessymarckohlbrugge937Open-source email observability for AWS SESmcp-frameworkQuantGeekDev929The Typescript MCP Frameworkmcp-notion-serversuekou919A Model Context Protocol server for connecting Notion to MCP-compatible clientspipelockluckypipewrench913Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable audit evidence from outside the agent.Unreal_mcpChiR24899A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.auto-browserlvcidpsyche891Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.mcp-knowledge-graphshaneholloman891MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local developmentk8mweibaohui886一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。attestixVibeTensor883Attestix - Attestation Infrastructure for AI Agents. DID-based agent identity, W3C Verifiable Credentials, EU AI Act compliance layer, delegation chains, and reputation scoring. 47 MCP tools across 9 modules.master-fetchdondai1234883MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.mcp-clickhouseClickHouse879Connect ClickHouse to your AI assistants.sentry-mcpgetsentry874An MCP server for interacting with Sentry via LLMs.serverphp-mcp871Core PHP implementation for the Model Context Protocol (MCP) serverunifi-mcpsirkirby861MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and AccessFinanceMCPguangxiangdebizi860这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等tidewave_phoenixtidewave-ai853MCP server with runtime-level tools for Phoenix developmentprojectmemriponcm848Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.mcp-nixosutensils848MCP-NixOS - Model Context Protocol Server for NixOS resourcesbrowser-use-mcp-serverco-browser847Browse the web, directly from Cursor etc.agent-swarmdesplega-ai846Your Company Agentic Operating System