A
licenseA
qualityC
maintenanceExposes a knowledge base to LLM clients through tools, resources, and prompts.
2
MIT
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"Qase" matching MCP servers:
- AlicenseAqualityBmaintenance基于MCP协议的知识库服务器，内置LLM层，提供结构化知识存储、语义搜索和主动知识推送，支持通过工具进行知识学习、搜索和关联推理。661MIT
- 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-qualityAmaintenanceA cross-project knowledge base MCP server supporting three-layer search (text matching, TF-IDF, and semantic vectors) with a Web UI for management.184MIT
- Alicense-qualityCmaintenanceA lightweight personal knowledge base MCP server that lets clients store, search, organize, and summarize research notes from a local JSON file.MIT
- Alicense-qualityCmaintenanceA knowledge base MCP server that aggregates team knowledge from multiple sources into Postgres. It provides hybrid search (full-text + vector + RRF) via MCP tools, and enables direct recording of decisions, learnings, and pitfalls.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.8173MIT
- Alicense-qualityCmaintenanceProvides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.1551The Unlicense
- 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-qualityCmaintenanceEnables semantic search across Clarion programming documentation via natural language queries in Claude AI, supporting 21 manuals and 21,747 indexed chunks.
- 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.
- 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
- FlicenseAqualityCmaintenanceA personal knowledge base MCP server that allows AI assistants to manage notes, tasks, and ideas through tools, resources, and prompts.11
- AlicenseAqualityDmaintenanceA free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.35MIT
- AlicenseAqualityDmaintenanceEnables management of Amazon Bedrock Knowledge Bases including creation, data source configuration, document ingestion, and RAG (Retrieval-Augmented Generation) queries with support for multiple embedding models and custom parsing/chunking strategies.13MIT
- AlicenseAqualityCmaintenanceAn MCP server that enables AI assistants to access and search Cherry Studio knowledge bases, supporting operations like listing, searching, and retrieving details.4242MIT
- 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
- FlicenseAqualityCmaintenanceEnables AI agents to query structured knowledge across enterprise domains (legal, HR, compliance) with metadata-driven filtering and TF-IDF ranking.4
- FlicenseAqualityDmaintenanceEnables AI assistants to manage a personal markdown-based knowledge base with natural language interactions. Supports creating, searching, updating, and organizing notes across categories like people, recipes, meetings, and procedures.111