A
licenseA
qualityC
maintenanceExposes a knowledge base to LLM clients through tools, resources, and prompts.
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MIT
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"A local knowledge base" matching MCP servers:
- 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
- FlicenseAqualityDmaintenanceA personal knowledge base MCP server that allows AI assistants to manage notes, tasks, and ideas through tools, resources, and prompts.11
- AlicenseAqualityCmaintenanceEnables AI assistants to search, retrieve, and browse Markdown documentation in a local folder, then answer questions with cited sources.6MIT
- AlicenseAqualityDmaintenanceA free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.35MIT
全球海关贸易数据 MCPofficial
AlicenseBqualityBmaintenance提供全球238个国家/地区的进出口贸易数据查询，支持按企业名称、产品关键字、HS编码等多维度联合搜索。1MIT- FlicenseCqualityCmaintenanceEnables semantic search over knowledge-base articles and listing of sample support tickets using MCP tools.4
- AlicenseAqualityAmaintenanceLocal RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.13256MIT
Beever Atlasofficial
AlicenseAqualityAmaintenanceTurns team chat (Slack, Discord, MS Teams, Mattermost) into a living knowledge base - a typed knowledge graph plus auto-generated wiki - exposed to AI agents through a 28-tool MCP server with semantic search, expert finding, and decision tracing.28439Apache 2.0- AlicenseAqualityBmaintenanceEnables searching and reading AWS knowledge from sources the official AWS Knowledge MCP Server does not index, including re:Post community Q&A, kiro.dev documentation, and AWS Builder Center posts.3Apache 2.0
- AlicenseAqualityDmaintenanceMCP server for searching and querying detailed housing listings in Taiwan, enabling AI to find properties with filters like city, district, room count, price, and age.2MIT
- AlicenseAqualityBmaintenanceEvaluates task suitability for local models before cloud API calls, routing to Ollama or similar to reduce costs.1199MIT
- FlicenseAqualityDmaintenanceEnables indexing local documents (PDF, Markdown, text, code) into a knowledge base and querying them via semantic search using local embeddings, all running privately on your machine.4
- AlicenseAqualityAmaintenanceDelegates mechanical text-to-text tasks to a local LLM to save Claude subscription quota, reading files server-side so large content never enters Claude's context.115MIT
- FlicenseAqualityBmaintenanceProvides a stateful local Spark session for running PySpark and SQL cells, enabling local data exploration before deploying to Microsoft Fabric.8
- FlicenseAqualityCmaintenanceEnables local document search and reading across formats like docx, pdf, md, and more, providing tools for listing, searching, and reading documents.3
- AlicenseAqualityDmaintenanceA local-first personal RAG memory system that turns AI conversation history into a searchable, retrievable knowledge base via MCP, enabling LLMs to semantically search past conversations.28AGPL 3.0
- AlicenseAqualityBmaintenanceA read-only MCP server that lets any MCP-compatible AI agent inspect wallets and contracts on Base directly through natural conversation.6MIT
- AlicenseAqualityDmaintenanceBridges MCP-compatible IDEs to a local MemOS instance, enabling notes from editors to be stored in the same knowledge base that AI agents read from.31MIT
- AlicenseAqualityCmaintenanceA read-only MCP server that lets AI search a user's own LINE Desktop chat history on macOS, providing tools to list chats, retrieve messages, and search conversations directly from the local encrypted database.5MIT