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  • Text-to-GraphQL MCP Server

    Arize-ai
    F
    license
    A
    quality
    D
    maintenance
    Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.
    5
    24

  • Text-to-SQL MCP Server

    tmstack
    F
    license
    -
    quality
    D
    maintenance
    A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.
    15

  • ANNO MCP Server

    nestordemeure
    A
    license
    A
    quality
    C
    maintenance
    MCP server for searching and accessing historical Austrian newspapers from ANNO, providing full-text search, snippet extraction, and OCR text download.
    3
    Apache 2.0

  • gallica-mcp

    nestordemeure
    A
    license
    A
    quality
    B
    maintenance
    Enables searching and accessing OCR text from millions of digitized documents in Gallica, the digital library of the Bibliothèque nationale de France, through MCP tools for text search, snippet retrieval, and full-text download.
    3
    1
    Apache 2.0

  • arxiv-query-mcp

    LWaetzig
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to search arXiv papers, retrieve metadata, browse categories, and read paper text.
    4
    MIT

  • Web Search MCP

    sydasif
    A
    license
    A
    quality
    B
    maintenance
    Provides LLMs with real-time web search and content extraction capabilities, including text/news search, full-text URL reading, and targeted technical documentation search.
    3
    23
    MIT

  • Beeper Texts MCP Server

    tetmin
    A
    license
    A
    quality
    C
    maintenance
    Local-only MCP server that exposes Beeper Texts data (messages, chats, contacts) from the macOS Beeper Desktop SQLite database for AI assistants and automation tools, supporting search and media retrieval across multiple platforms.
    6
    4
    MIT

  • mcp-jp-fts

    syaryn
    A
    license
    A
    quality
    C
    maintenance
    Enables Japanese full-text search on local text files using SQLite FTS5 and SudachiPy. Supports indexing directories, searching with morphological analysis, and retrieving ranked results with snippets.
    7
    MIT

  • mcp-archive

    jeffereychown-Max
    A
    license
    A
    quality
    C
    maintenance
    Provides tools to archive URLs, retrieve clean readable text from Wayback Machine snapshots, list snapshots, search Internet Archive items, and compare snapshots, designed to avoid context window blowup by returning stripped text.
    6
    15
    MIT

  • ripgrep-mcp

    shk1447
    A
    license
    A
    quality
    D
    maintenance
    Provides ripgrep search capabilities to MCP clients like Claude, enabling high-performance text searches across files on your system.
    5
    13
    MIT

  • URL Text Fetcher MCP Server

    billallison
    A
    license
    A
    quality
    C
    maintenance
    Enables AI models to fetch text content from URLs, extract links from web pages, and search the web using Brave Search with automatic content retrieval from top results. Provides comprehensive web scraping and search capabilities with robust error handling.
    5
    1
    MIT

  • MCP QQ Music Test Server

    Samge0
    F
    license
    B
    quality
    C
    maintenance
    A server that provides QQ Music search functionality through the Modular Control Protocol, allowing users to search for music tracks by keyword and retrieve song information.
    1
    10