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"An overview of knowledge graphs" matching MCP servers:

  • Knowledge MCP

    ggirardi1
    F
    license
    A
    quality
    B
    maintenance
    An MCP server that acts as a knowledge engine for software projects, delivering relevant context at the start of a task and accumulating knowledge at its end through tools like start_task, context, finish_task, remember, and search, with a file-based source of truth and optional semantic retrieval via Graphiti/Neo4j.
    5

  • okf-mcp

    teomarcdhio
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that provides LLMs with full read/write access to an Open Knowledge Format (OKF) knowledge bundle, enabling structured, persistent long-term memory.
    11
    MIT

  • Agent Knowledge MCP

    itshare4u
    A
    license
    A
    quality
    D
    maintenance
    A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.
    27
    27
    MIT

  • 360 AI Cloud Drive MCP Server

    Qihoo360
    A
    license
    B
    quality
    D
    maintenance
    An implementation of the Model Context Protocol that allows AI models to interact with 360 AI Cloud Drive, providing comprehensive file management capabilities including uploading, downloading, searching, and sharing files.
    11
    96
    5
    Apache 2.0

  • AI Ops Hub

    Galiusbro
    A
    license
    B
    quality
    B
    maintenance
    An MCP server with RAG capabilities that provides AI clients secure access to local notes, documents, web pages, and task management tools for developer operational tasks. Features file operations, web scraping with content cleaning, and personal knowledge corpus search functionality.
    7
    MIT

  • PDF Merge AI MCP

    CSOAI-ORG
    A
    license
    -
    quality
    A
    maintenance
    PDF Merge AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
    10
    MIT

  • TheWeave: Memory for AI agents

    TheWeaveSC
    A
    license
    -
    quality
    A
    maintenance
    TheWeave is a markdown-native memory architecture for Claude and any MCP-aware agent. Your agent's memory lives as plain .md files you own: a 5-verb MCP core over the vault, query-driven PageRank retrieval, bi-temporal facts (valid_from / valid_until), and a persona-as-vault model. No database and no embeddings server. The files are the memory, inspectable in your editor and versionable in git.
    2
    Apache 2.0

  • Local Knowledge MCP

    TuanLe-bk18
    A
    license
    -
    quality
    B
    maintenance
    A security-first, read-only MCP server that lets clients browse and read text, PDF, and XLSX files from an explicit allowlist of local folders, with strict path and secret protections.
    MIT

  • WebMiliastra Nodes Editor MCP

    Columbina-Dev
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to create and manage node graphs and projects for Genshin Impact's Miliastra Wonderland system. Provides tools for reading, writing, and validating GraphDocument JSON files, managing project folders, and accessing node definitions and documentation resources.
    5
    GPL 3.0

  • Tripwire

    simonrueba
    A
    license
    -
    quality
    C
    maintenance
    A local MCP server that auto-injects relevant context into file reads when an agent accesses specified paths, ensuring agents have necessary knowledge before interacting with code.
    17
    3
    MIT

  • DWG MCP Server

    dimitrovakulenko
    A
    license
    -
    quality
    D
    maintenance
    An MCP server for read-only inspection of AutoCAD DWG files, enabling AI agents to open drawings, query objects by handle or filter, and explore properties and references.
    6
    GPL 3.0