A
licenseA
qualityC
maintenanceExposes a knowledge base to LLM clients through tools, resources, and prompts.
Last updated
2
MIT
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"Creating a Graph on Vector Knowledge Base Using CozoDB" 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.Last updated3,336MIT
- 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.Last updated
- 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.Last updated5
- 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.Last updated8
- Alicense-qualityBmaintenanceA knowledge graph MCP server providing persistent, structured memory for AI assistants with multi-agent isolation, tiered search, and index navigation.Last updated21MIT
- Alicense-qualityDmaintenanceA 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.Last updated22173MIT
- 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.Last updated281MIT
- 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.Last updated3
- FlicenseAqualityDmaintenanceProvides search and retrieval of Hacker Public Radio episodes, transcripts, hosts, and series via MCP tools and resources, with fuzzy matching and flexible transcript search.Last updated5
- 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.Last updated131MIT
- Alicense-qualityDmaintenanceEnables searching Google's Knowledge Graph for real-world entities via two tools: search by query or lookup by Machine ID, returning structured data including entity types, descriptions, and URLs.Last updated7410MIT
- Alicense-qualityDmaintenanceProvides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.Last updated2951The 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.Last updated4MIT
- Alicense-qualityBmaintenance语义搜索知识库，支持文档获取和索引刷新，使AI Agent能够检索团队知识。Last updated362ISC
- Alicense-qualityBmaintenanceIntegrates RAG into AI agents via MCP Server, supporting multiple vector database technologies for collection management and search operations.Last updated12MIT
- 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.Last updatedMIT
- Flicense-qualityDmaintenanceEnables semantic code search over a local codebase using Qdrant vector embeddings and OpenAI embeddings, allowing natural language queries from MCP-compatible clients like Claude Desktop.Last updated
- Flicense-qualityCmaintenanceEnables searching a knowledge base and asking grounded questions with hybrid retrieval, reranking, and cited answers.Last updated
- Flicense-qualityDmaintenanceCombines Neo4j graph database with vector search using OpenAI embeddings for intelligent semantic search across knowledge graphs.Last updated3