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  • Federated Search

    ArkTechNWA
    F
    license
    -
    quality
    B
    maintenance
    A federation MCP server that sits in front of multiple memory backends and presents a unified search surface to AI agents, allowing a single query to search across knowledge graphs, session history, and web search.
    Last updated
  • Amber by ambermem

    Amberofficial

    ambermem
    A
    license
    A
    quality
    A
    maintenance
    Gives your AI persistent memory across conversations. Stores facts automatically, finds them by meaning using hybrid search with query expansion, and organizes everything into topics without manual tagging.
    Last updated
    18
    MIT

  • @littlebigbrain/mcp

    littlebigbrains
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides graph-aware tools for interacting with Little Big Brain knowledge graphs, enabling search, query, commit, and configuration operations via natural language.
    Last updated
    11
    73
    Apache 2.0

  • GraphRAG Llama Index MCP

    T-NhanNguyen
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.
    Last updated
    3
  • @cogniahq/mcp by cogniahq

    @cogniahq/mcpofficial

    cogniahq
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to query end-to-end encrypted memories from Cognia workspace via MCP. Supports search, retrieval, and action execution against connected services like Slack, Notion, and GitHub.
    Last updated
    5
    27
    MIT
  • nanmesh-mcp by NaNMesh

    nanmesh-mcpofficial

    NaNMesh
    A
    license
    A
    quality
    C
    maintenance
    MCP server for NaN Mesh, enabling AI agents to search entities, cast trust reviews, register agents, post content, and query trust scores from the AI trust network.
    Last updated
    31
    38
    1
    MIT

  • Higress AI-Search MCP Server

    cr7258
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    Last updated
    1
    5
    Apache 2.0

  • EKMS MCP Server

    jihsin
    F
    license
    A
    quality
    D
    maintenance
    Enables Claude to search, query, and interact with an Enterprise Knowledge Management System (EKMS). Supports semantic search, knowledge recommendations, relationship graphs, and feedback recording for enterprise knowledge bases.
    Last updated
    7

  • Elasticsearch Knowledge Graph

    j3k0
    A
    license
    B
    quality
    D
    maintenance
    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    Last updated
    20
    40
    20
    MIT

  • PDF Content Search MCP

    juergenkoller-software
    A
    license
    B
    quality
    C
    maintenance
    MCP bridge for PDF Content Search — full-text PDF search with Apple Vision OCR across thousands of documents in under a second from Claude, Cursor, or any MCP client. Advanced filters (date, category, sender, amount), wildcards, boolean operators. Bridge open-source (MIT), PDF Content Search app is commercial with free iOS+Android companion scanner apps.
    Last updated
    84
    1
    MIT

  • Obsidian Vault Search for

    kpetrovsky
    A
    license
    -
    quality
    D
    maintenance
    Enables Claude to search and analyze Obsidian vault content using ripgrep with support for wiki links, backlinks, frontmatter properties, orphaned notes, and intelligent context detection showing which heading or property contains each match.
    Last updated
    7
    MIT