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"How to build your own knowledge base" matching MCP servers:

  • local-knowledge-base

    lukaszburyan
    A
    license
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    quality
    C
    maintenance
    Provides 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

  • Knowledge Base MCP Server

    Leon4s4
    A
    license
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    quality
    D
    maintenance
    A mem0-like memory system for GitHub Copilot that provides persistent knowledge storage and retrieval capabilities using local ChromaDB.
    MIT

  • how-to-test-an-mcp-server

    Autonoma-Tools
    F
    license
    -
    quality
    C
    maintenance
    A minimal MCP server with get_weather and create_ticket tools, used for testing MCP servers across protocol, unit, eval, transport, and auth layers.

  • YouTube Knowledge Base MCP

    Miandari
    F
    license
    -
    quality
    D
    maintenance
    Builds 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

  • AI Knowledge Base MCP Server

    Alpha-W0lf
    A
    license
    B
    quality
    B
    maintenance
    Provides read-only hybrid RAG search and discovery over a local-first AI knowledge corpus, enabling semantic and keyword search, browse, digest, and status tools.
    4
    MIT

  • poe2-build-mcp

    MaxWilk
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for Path of Exile 2: a queryable game corpus plus Path-of-Building-faithful calculations, so an LLM can import your build, answer questions, and theorycraft against real numbers (not invented ones).
    64
    1
    MIT

  • Delphi Build MCP Server

    Basti-Fantasti
    A
    license
    A
    quality
    C
    maintenance
    Enables AI coding agents to compile Delphi projects programmatically by parsing .dproj files, executing the Delphi compiler, and returning structured error results with multi-language support and automatic configuration generation from IDE build logs.
    4
    7
    Apache 2.0

  • agent-knowledge

    yucx-go
    A
    license
    A
    quality
    B
    maintenance
    Long-term memory for AI agents. Compiles conversations into a structured knowledge base with Claim/Evidence model, source provenance, append-only timeline, and contradiction detection. Multi-path retrieval (Exact + BM25 + Graph + weighted RRF + reranker) — 96.6% R@5 on LongMemEval-S, zero vector dependencies.
    8
    3
    MIT

  • XR875 Build MCP

    qifeng-peak
    A
    license
    A
    quality
    D
    maintenance
    Provides tools for compiling and packaging XR875 project components, including M33 and C906 cores, OTA builds, and firmware packaging. It enables AI assistants to manage the full build lifecycle of XR875 SDK projects through standardized MCP commands.
    5
    Apache 2.0

  • MCP Build Environment Service

    jbroll
    A
    license
    A
    quality
    D
    maintenance
    Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.
    6
    MIT