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"App element selection for context" matching MCP servers:

  • Element MCP Server

    rosquillas
    A
    license
    A
    quality
    D
    maintenance
    Connects Claude with Matrix/Element to read and search messages across rooms. Enables listing rooms, viewing room information, retrieving message history, and searching conversation content from your Matrix account.
    4
    1
    MIT

  • pdf-context

    mematcha
    A
    license
    A
    quality
    B
    maintenance
    A local-first MCP server that ingests PDFs, extracts structure, and provides semantic search and sequential navigation tools for AI clients to query and learn from documents.
    10
    MIT

  • context-awesome

    bh-rat
    A
    license
    A
    quality
    B
    maintenance
    Give your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.
    2
    65
    57
    MIT

  • App Data MCP

    jedshen123
    F
    license
    A
    quality
    B
    maintenance
    An MCP server for internal data platforms that enables search, viewing, tracing, and read-only querying of business assets like dashboards, metrics, and events.
    8

  • open-context

    incu6us
    A
    license
    A
    quality
    C
    maintenance
    A high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.
    18
    3
    MIT

  • MCP Server App

    ovokpus
    F
    license
    B
    quality
    D
    maintenance
    An MCP server with LangGraph agent integration that enables AI agents to use custom tools and external APIs for dice rolling, web search, social content creation, and GitHub access via STDIO transport.
    10
    3

  • context-saver

    msuther898
    A
    license
    -
    quality
    D
    maintenance
    MCP proxy that reduces context usage through semantic tool routing, enabling on-demand discovery and routing of relevant tools.
    MIT

  • Context Lens

    cornelcroi
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that enables semantic search over local files or GitHub repositories by indexing content into a serverless vector database, allowing AI assistants to understand meaning rather than just keywords.
    24
    MIT

  • life-context

    MSIH
    A
    license
    -
    quality
    C
    maintenance
    Local-first memory server that stores notes, contacts, and future data as a unified entity graph, providing hybrid retrieval (vector + keyword) for AI assistants via MCP.
    MIT

  • code-context

    infino-ai
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that indexes a repository locally and provides keyword, semantic, hybrid, and SQL search tools, enabling coding agents to answer questions about the codebase efficiently without reading files one by one.
    76
    19
    Apache 2.0

  • context-book

    aditya201551
    A
    license
    -
    quality
    B
    maintenance
    Provides AI agents with a persistent, searchable knowledge library via MCP tools, allowing them to create books, manage pages, perform semantic search, and retrieve usage guides.
    5
    MIT

  • mcp-context

    ericlimabr
    F
    license
    -
    quality
    D
    maintenance
    Local MCP server that provides semantic search (RAG) over code repositories, enabling AI clients like Claude and Gemini to access project context without manual re-upload.

  • search-context

    ain3sh
    F
    license
    -
    quality
    F
    maintenance
    Enables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.
    1

  • Context Overflow

    Onnson
    F
    license
    -
    quality
    A
    maintenance
    An MCP server serving a curated corpus of thinking techniques for AI agents, with tools to classify intents, find and apply techniques, and verify their effectiveness.

  • Amazon MCP App

    tobinsouth
    F
    license
    -
    quality
    D
    maintenance
    Lets Claude search Amazon products via multiple keyword queries and present curated results in an interactive carousel widget with add-to-cart functionality.
    1

  • IMDb MCP App

    goldandrei
    F
    license
    -
    quality
    B
    maintenance
    An MCP server that answers natural-language movie questions using live TMDb data, with tools for searching, ranking, and retrieving detailed movie information.