A
licenseA
qualityC
maintenanceExposes a knowledge base to LLM clients through tools, resources, and prompts.
2
MIT
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"How to build your own knowledge base" matching MCP servers:
- Alicense-qualityAmaintenanceA cross-project knowledge base MCP server supporting three-layer search (text matching, TF-IDF, and semantic vectors) with a Web UI for management.90MIT
- Flicense-qualityAmaintenanceProvides semantic search over a self-building personal technical knowledge base that automatically collects and distills content from GitHub Trending, AI news, and arXiv.
- Alicense-qualityCmaintenanceProvides cited retrieval over local-first knowledge sources (TXT, CSV, Google Sheets, Zoho Mail, MBOX) via SQLite FTS5, with tools for searching and checking source status, returning evidence links instead of generated answers.MIT
- Alicense-qualityCmaintenanceA persistent memory system that captures, classifies, synthesizes, and retrieves knowledge for AI agents, turning raw information into refined, retrievable knowledge that compounds intelligence over time.6173MIT
- Alicense-qualityDmaintenanceA local knowledge base server that connects to AI assistants, turning markdown files into a semantically searchable memory layer via OpenAI embeddings and SQLite.91MIT
- Flicense-qualityDmaintenanceBuilds a searchable knowledge base from YouTube video transcripts with hybrid semantic and keyword search. Allows LLM assistants to search, organize, and retrieve timestamped information from videos you've watched.3
- FlicenseAqualityCmaintenanceProvides search and retrieval of Hacker Public Radio episodes, transcripts, hosts, and series via MCP tools and resources, with fuzzy matching and flexible transcript search.5
- AlicenseAqualityBmaintenanceMCP server for managing and searching multi-tenant knowledge bases backed by SQLite with FTS5, enabling AI agents to persist and retrieve content via full-text search.131MIT
- FlicenseBqualityDmaintenanceProvides semantic search and data retrieval capabilities over a knowledge base with multiple tools including keyword search, category filtering, and ID-based lookup with in-memory caching.5
- FlicenseBqualityDmaintenanceA local document processing server that can index various document formats (PDF, DOCX, TXT, HTML) and answer questions based on their content using the Model Context Protocol.8
- Alicense-qualityCmaintenanceProvides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.1551The Unlicense
- AlicenseBqualityBmaintenanceProvides read-only hybrid RAG search and discovery over a local-first AI knowledge corpus, enabling semantic and keyword search, browse, digest, and status tools.4MIT
- AlicenseBqualityDmaintenanceAn AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.51Apache 2.0
- ISC
- Alicense-qualityCmaintenanceA production-ready RAG pipeline exposed as an MCP server, enabling querying of VA education manuals with ranked chunks and citations, and integrated with Claude Desktop for retrieval-augmented generation.MIT
- AlicenseAqualityDmaintenanceConnects AI assistants to a self-hosted Your Spotify instance and Spotify's Web API for deep listening analytics and playback control. It enables users to query unlimited listening history, generate custom Wrapped summaries, and manage playlists through natural language.18Apache 2.0
- Flicense-qualityCmaintenanceEnables searching a knowledge base and asking grounded questions with hybrid retrieval, reranking, and cited answers.
- AlicenseAqualityCmaintenanceAn MCP server that guides AI assistants to navigate documentation using their built-in tools (grep, file reading) instead of traditional RAG.32493MIT
Agentoom Knowledgeofficial
AlicenseAqualityBmaintenanceA self-hosted, MIT-licensed MCP server that securely connects private documents and markdown files to LLMs. It provides a lightweight, local-first RAG infrastructure compatible with any MCP-enabled AI client or framework.34MIT