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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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11 results (<1ms) · data updated 2026-08-14

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gamosoft/NoteDiscovery A MCP Server Active

gamosoft/NoteDiscovery

Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Claude Desktop, Cursor, and any MCP client search, read, create, edit, tag, and template notes — same vault that powers the web UI. Pure-stdlib client, no extra deps, MIT-licensed. Can run in Docker.

★ 2.7k JavaScript Updated today Score 84 Knowledge & Memory

Beever-AI/beever-atlas B MCP Server Active

Beever-AI/beever-atlas

Open-source LLM knowledge base for teams. 28-tool native MCP server turns Slack/Discord/Teams/Mattermost chat into a typed knowledge graph + auto-generated wiki with cited answers, semantic search, expert finding, and decision tracing. BYO LLM via LiteLLM, Apache 2.0, on-prem via Docker.

★ 439 Python Updated yesterday Score 76 Knowledge & Memory

smith-and-web/obsidian-mcp-server C MCP Server Active

smith-and-web/obsidian-mcp-server

SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link operations. Docker-ready with health monitoring.

★ 18 TypeScript Updated 10d ago Score 63 Knowledge & Memory

Destrayon/Connapse C MCP Server Active

Destrayon/Connapse

Self-hosted knowledge backend for AI agents with hybrid vector + keyword search, container-isolated indexes, and 11 MCP tools. .NET, Docker-ready.

★ 15 C# Updated 23d ago Score 62 Knowledge & Memory

ontorata/ratary D MCP Server Active

ontorata/ratary

Persistent coding memory for AI assistants — hybrid search, knowledge graph, token-efficient context. MCP stdio (28 tools), npm `@ratary/mcp-server`, optional remote Streamable HTTP. Self-host D1, Postgres, MariaDB, or Docker.

★ 1 TypeScript Updated 3d ago Score 48 Knowledge & Memory

ayushagrawal288/memex D MCP Server Maintained

ayushagrawal288/memex

Production-grade persistent memory service for AI agents. Semantic search with recency decay (configurable α blend), local ONNX embeddings (zero API cost), background memory summarisation, and Prometheus/Grafana observability. `docker compose up` — no cloud dependencies.

★ 1 Python Updated 2mo ago Score 46 Knowledge & Memory

mcasdfgf/mcp-roo-memory D MCP Server Maintained

mcasdfgf/mcp-roo-memory

Persistent fractal graph memory for AI coding agents via MCP. Semantic vector search, hot/cold/archive context tiers, decision tracking, and Docker-based deployment with Qdrant.

★ 1 Python Updated 2mo ago Score 46 Knowledge & Memory

dl4rce/flaiwheel D MCP Server Maintained

dl4rce/flaiwheel

Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid search (semantic + BM25 + cross-encoder reranking), behavioral documentation nudges, cold-start codebase analyzer, and git-native storage. Single Docker container, zero cloud dependencies.

★ 4 Python Updated 2mo ago Score 45 Knowledge & Memory

besslframework-stack/project-tessera D MCP Server Stale

besslframework-stack/project-tessera

Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualization. Zero external dependencies — fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools.

★ 16 Python Updated 4mo ago Score 40 Knowledge & Memory

MyAgentHubs/aimemo D MCP Server Stale

MyAgentHubs/aimemo

Zero-dependency MCP memory server. Single binary, 100% local, no Docker.

★ 1 Go Updated 5mo ago Score 36 Knowledge & Memory

laradji/deadzone F MCP Server Stale

laradji/deadzone

Local-first semantic search over library docs. Single Go binary, MCP stdio, vector index pinned to the binary version. Like Context7 with the internet off. Pre-built index DB auto-fetched on first launch and SHA256-verified, then zero network. Also available as `docker run --rm -i ghcr.io/laradji/deadzone server`. Listed in the official MCP Registry as `io.github.laradji/deadzone`.

★ 3 Go Updated 3mo ago Score 34 Knowledge & Memory