Agents
592 servers.
Browse
sqzojuschugh1634Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.docsagentdocsagent624⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.haiku.ragggozad615Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP servermcp-sequentialthinking-toolsspences10589🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.compartmentmaxfreedompollard582Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.caura-memclawcaura-ai543Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.token-optimizer-mcpooples538Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.MisakaNetIkalus1988516📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.orgvibe-check-mcp-serverPV-Bhat502Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk taskstelememTeleAI-UAGI492TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.claudexorrazzant492Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscriptions, shared thread context, and cross-model review.atlas-mcp-servercyanheads478A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.graymatterangelnicolasc47530 sec to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.entrolyjuyterman1000471Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.openloreaakarim468A minimal, extensible, agent-native knowledge base that keeps shared context current and inspectablesuperservesuperserve-ai464Sandbox infrastructure for AI Agentsbeever-atlasbeever-ai449Your First LLM-Wiki Conversation Knowledge Basememento-mcpgannonh425Memento MCP: A Knowledge Graph Memory System for LLMsmartin-loopkeesan12411Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accountable from start to finish. Finally run your agents swarms overnight and get your time back.marm-memoryLyellr88409Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.mcp-local-ragshinpr405Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.ultracontext-nodeultracontext400Open Source Context infrastructure for AI agents. Auto-capture and share your agents' context everywhere.pageindex-mcpVectifyAI391MCP server for PageIndex. PageIndex is a vectorless reasoning-based RAG system which uses multi-step reasoning and tree search to retrieve information like a human expert would.graphlit-mcp-servergraphlit379Model Context Protocol (MCP) Server for Graphlit PlatformAgentRecall-MCPGoldentrii371Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.concord-mcpget-concord-ai355Live messaging for coding agentsMemoryMeshCheMiguel23353A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.context-enginemelonelish352Compress logs, retrieval chunks, and code context into structured LLM-ready signal.generatorcontext-hub345CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.Ori-Mnemosaayoawoyemi327Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.VeritasGraphbibinprathap324VeritasGraph — open-source Knowledge Graph & GraphRAG framework on GitHub. Build multi-hop reasoning, ontology-aware retrieval, and verifiable attribution over your own data. Nodes, edges, RDF, linked-data — runs locally or in the cloud.DashClawucsandman308Remote approvals, policy checks, and execution evidence for unattended AI agents.mcp-server-mas-sequential-thinkingFradSer307An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.CotalCotal-AI304The open standard for agent coordinationconsult7szeider296MCP server to consult a language model with large context sizeshodh-memoryvarun29ankuS296Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.plurplur-ai295Shared memory for AI agentsdittoohad6k294Mine your Claude Code and Codex logs into a local you.md agent profile.emuloohad6k294Mine your Claude Code and Codex logs into a local you.md agent profile.knowledge-raglyonzin290Local 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.OpenWorkProofdengyier287Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systemsorchestkityonatangross286The 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.dify-mcp-serverYanxingLiu281Model Context Protocol (MCP) Server for dify workflowspmboleksiijko281Local-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.mnemoryfpytloun279A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.mcp-reasonerJacck277A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation.puzld.aimedchaouch272Multi-LLM orchestration frameworkcognitive-ai-memorysachitrafa270Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.yourmemorysachitrafa270Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.orcareplaycontinuum-ai-corp269OrcaReplay — Time travel for AI agents. Record, replay, fork, and debug any agent run with any model. Built by the OrcaRouter.ai team.