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"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP servers:

  • 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

  • JSON MCP Server

    GongRzhe
    A
    license
    C
    quality
    F
    maintenance
    A Model Context Protocol server implementation that enables LLMs to query and manipulate JSON data using JSONPath syntax with extended operations for filtering, sorting, transforming, and aggregating data.
    Last updated
    2
    100
    90
    MIT

  • JSON DB MCP Server

    OSoliman330
    F
    license
    -
    quality
    -
    maintenance
    Enables users to manage data in a simple JSON file database through MCP tools and REST API. Supports creating, reading, updating, and deleting items organized in collections with auto-generated UUIDs.
    Last updated

  • mrc-data

    meacheal-ai
    A
    license
    A
    quality
    D
    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
    22
    2
    Inno Setup
  • 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
    29
    1
    MIT

  • MCP JSON Document Collection

    jimpick
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that allows creation and management of multiple Fireproof JSON databases with CRUD operations, querying capabilities, and cloud synchronization for sharing databases with others.
    Last updated
    9
    27
    MIT

  • data-detective

    themroats
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that gives AI assistants the ability to connect to, query, profile, and monitor data sources — turning any LLM into an interactive data engineering copilot.
    Last updated
    MIT

  • Better Google Search Console

    houtini-ai
    A
    license
    A
    quality
    D
    maintenance
    Downloads your entire Search Console dataset into a local SQLite database, then gives your LLM a pre-built SQL query library for every standard SEO analysis type, with context available for your LLM to perform any SQL query to answer your questions and analyse for you.
    Last updated
    12
    14
    15
    Apache 2.0

  • mcp-polish-data

    emilpinski
    A
    license
    A
    quality
    C
    maintenance
    MCP server providing AI assistants access to Polish public registries (KRS, CEIDG) and statistical data (GUS BDL) for querying companies, sole proprietorships, and regional statistics.
    Last updated
    7
    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.
    Last updated
    8

  • Boxtalk Data MCP Server

    BoxTalk
    F
    license
    A
    quality
    -
    maintenance
    Provides tools for interacting with SQL Server databases, enabling users to retrieve paginated table data, inspect schemas, and count records. It features enforced pagination and secure configuration options to manage database operations efficiently through natural language.
    Last updated
    4

  • Boxtalk Data MCP Server

    parikshitBoxtalk
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for interacting with SQL Server databases that enables schema inspection, record counting, and paginated data retrieval. It provides tools to explore table structures and fetch specific records while enforcing safety limits on data volume.
    Last updated
    4

  • Hermes Search MCP Server

    Cognitive-Stack
    A
    license
    A
    quality
    D
    maintenance
    Enables AI systems to perform full-text and semantic search operations over structured/unstructured data in Azure Cognitive Search, with capabilities for document indexing and management through natural language.
    Last updated
    3
    31
    4
    ISC

  • Naver Search MCP Server

    jikime
    A
    license
    A
    quality
    D
    maintenance
    Provides access to Naver Search APIs, allowing AI agents to search across multiple categories (blogs, news, books, images, shopping items, etc.) with structured responses optimized for LLM consumption.
    Last updated
    13
    4
    Apache 2.0