team-docs-mcpRAG SystemsDocumentation AccessKnowledge & MemoryjpnqsFlicense-Not gradedqualityDmaintenanceAn MCP server for team documentation and knowledge bases, enabling semantic search over documentation files using local embeddings. Updated 5 months ago (2026-04-28 18:37 UTC)-
SolariumRAG SystemsVector DatabasesKnowledge & Memorydoomsun-devAlicense-Not gradedqualityDmaintenanceA knowledge base MCP server backed by Qdrant vector database with local embeddings for semantic search and document management. Updated 6 months ago (2026-04-02 17:12 UTC)2 npm1ISC
context-serverRAG SystemsSearchKnowledge & Memorycontext-serverAlicense-Not gradedqualityAmaintenanceA lightweight MCP server for semantic search over markdown knowledge bases, enabling AI coding agents to index, search, and answer questions from local markdown documents. Updated 6 days ago (2026-09-21 00:25 UTC)176 PyPIMIT
knowledge-mcpRAG SystemsVector DatabasesKnowledge & MemoryyungsimeonAlicense-Not gradedqualityCmaintenanceAn MCP server that enables semantic search over a private knowledge base via pgvector, with GitHub OAuth authentication and a RAG pipeline. Updated 2 months ago (2026-07-14 09:25 UTC)7 npmMIT
ragvaultRAG SystemsNote Takingmaxrotemberg04-specAlicense-Not gradedqualityBmaintenanceMCP server for local-first RAG over Obsidian vaults, enabling AI agents to search and ask questions about notes with grounded citations. Updated 2 months ago (2026-07-27 19:42 UTC)MIT
mcp-obsidian-localNote TakingKnowledge & MemorySearchrodrigoss384Flicense-Not gradedquality-Not gradedmaintenanceLocal MCP server to access Obsidian vault via the obsidian-local-rest-api, with semantic search and project memory using Ollama embeddings. Updated 3 months ago (2026-06-12 11:10 UTC)-