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"Using a search API to retrieve ready-made LLM training data from a single query argument" matching MCP servers:

  • mcp-ready-data-discovery-tool

    awesome0w
    F
    license
    -
    quality
    A
    maintenance
    Enables local data discovery by indexing metadata from SQLite, CSV, and Markdown sources, providing hybrid keyword and TF-IDF semantic search via MCP tools (listSources, indexSource, search, getSchema) and a REST API.
    Last updated

  • query-executor

    Nitesh-Nandan
    F
    license
    A
    quality
    C
    maintenance
    Enables AI agents to read and optionally write to PostgreSQL databases through a multi-project setup with schema inspection, query execution, and performance analysis tools.
    Last updated
    5

  • mcp-query

    ottimis
    F
    license
    A
    quality
    D
    maintenance
    A local MCP server for secure database querying from Claude Code, with Apple Keychain credential storage, permission-based access control, and audit logging.
    Last updated
    5

  • Data Query MCP Server

    cfy114514
    F
    license
    -
    quality
    D
    maintenance
    Enables querying and analyzing user, product, and order data with filtering capabilities and real-time statistics. Supports WebSocket connections to XiaoZhi AI platform with automatic reconnection.
    Last updated

  • mcp-ubergraph-query

    twhetzel
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoint with tools for custom SPARQL queries, term lookup, search, and hierarchy traversal.
    Last updated
    4
    MIT

  • JSON Query MCP

    mgraczyk
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.
    Last updated
    3
    11

  • Database Query MCP

    NewToolAI
    A
    license
    -
    quality
    D
    maintenance
    A versatile tool that enables querying and exporting data from multiple relational databases (MySQL, PostgreSQL, Oracle, SQLite, etc.) in read-only mode for data safety.
    Last updated
    12
    Apache 2.0

  • mrc-data

    meacheal-ai
    A
    license
    A
    quality
    C
    maintenance
    The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.
    Last updated
    19
    9
    2
    Sleepycat
  • ThinAir Data by ThinAirTelematics

    ThinAir Dataofficial

    ThinAirTelematics
    A
    license
    A
    quality
    C
    maintenance
    Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema, optimization, and more.
    Last updated
    23
    15
    1
    MIT

  • MySQL Query MCP Server

    devakone
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that provides read-only MySQL database queries for AI assistants, allowing them to execute queries, explore database structures, and investigate data directly from AI-powered tools.
    Last updated
    3
    47
    13
    MIT

  • fancy-api

    carmelosantana
    A
    license
    -
    quality
    B
    maintenance
    MCP server that enables AI agents to read and write records in a live REST API generated from pasted data, with tools for listing, querying, inserting, updating, and deleting records.
    Last updated
    AGPL 3.0

  • mcp-federated-data

    baller-coder
    A
    license
    -
    quality
    C
    maintenance
    Federated MCP server that joins relational metadata (MySQL) with timeseries values (InfluxDB) behind a single, LLM-friendly entity layer.
    Last updated
    1
    MIT