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"Qdrant vector database and search engine" matching MCP servers:

  • OpenAPI Search MCP Server

    Sheepion
    F
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to load, parse, and query OpenAPI/Swagger documentation from URLs with intelligent search across endpoints, schemas, and authentication methods. Provides 10 specialized tools for comprehensive API exploration including path details, operation lookups, and multi-criteria search capabilities.
    4

  • MCP Server with Authentication

    ahmad-act
    A
    license
    C
    quality
    D
    maintenance
    Implements a secure MCP server with API Key and JWT authentication, providing tools like echo, login, secure_action, and admin_action. Includes MCP Inspector integration for testing and debugging.
    1
    3
    MIT

  • swag2mcp

    mmadfox
    A
    license
    A
    quality
    A
    maintenance
    Turn any OpenAPI/Swagger/Postman spec into an MCP server — give your LLM live access to any API.
    6
    19
    Apache 2.0

  • x402 Utility

    forgemeshlabs
    A
    license
    A
    quality
    B
    maintenance
    MCP server for discovering and calling 400+ practical APIs through six compact tools, with free catalog search and pay-per-call x402 execution on Base.
    6
    26
    MIT

  • Tusk Drift MCP

    Use-Tusk
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.
    6
    30
    5
    MIT

  • Treasure Data MCP Server

    knishioka
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for interacting with Treasure Data API, allowing users to retrieve database information and check server status through natural language queries.
    23

  • satring-mcp

    clankwright
    A
    license
    A
    quality
    B
    maintenance
    Discover and compare L402 and x402 paid API services from satring.com. Search, filter, and rank services by price, rating, or composite score across the best curated Lightning and USDC API directory.
    7
    7
    MIT

  • RAP2 MCP Server

    MarveleE
    A
    license
    A
    quality
    -
    maintenance
    Enables AI assistants to access and search RAP2 API documentation, allowing users to query interface details, search APIs by keywords, and retrieve repository interfaces through natural language.
    7
    7
  • eToro MCP Server by shlomico-tr

    eToro MCP Serverofficial

    shlomico-tr
    F
    license
    B
    quality
    D
    maintenance
    Provides Model Context Protocol tools for interacting with eToro's public API endpoints, allowing users to fetch portfolios, look up instrument details, and search for instruments while handling CORS restrictions.
    3
    6

  • MCP-Insomnia

    anggasct
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to create, manage, and execute API collections, requests, and environments in Insomnia-compatible formats. It supports direct synchronization with the local Insomnia app database and importing from OpenAPI, Postman, and cURL.
    29
    807
    24
    MIT

  • DigitalOcean MCP Server

    amranu
    F
    license
    B
    quality
    D
    maintenance
    Provides access to all 471+ DigitalOcean API endpoints through an MCP server that dynamically extracts them from the OpenAPI specification, enabling search, filtering, and direct API calls with proper authentication.
    6
    1
  • DF-MCP by dreamfactorysoftware

    DF-MCPofficial

    dreamfactorysoftware
    A
    license
    -
    quality
    C
    maintenance
    DreamFactory MCP Server enables AI assistants like Claude to directly query your databases through DreamFactory's auto-generated REST APIs. This Node.js server implements the Model Context Protocol (MCP), allowing natural language database interactions while maintaining enterprise-grade security.
    7
    Apache 2.0

  • ClawQL

    danielsmithdevelopment
    A
    license
    -
    quality
    B
    maintenance
    An MCP server for API discovery and execution with a token-efficient search -> execute workflow over OpenAPI, Google Discovery, and optional native GraphQL and gRPC sources.
    186
    12
    Apache 2.0

  • Hono MCP Server

    mattzcarey
    A
    license
    -
    quality
    D
    maintenance
    Exposes Hono API endpoints as Model Context Protocol tools, allowing LLMs to interact with your API routes through a dedicated MCP endpoint. It provides helpers to describe routes and includes a codemode for dynamic API interaction via search and execute tools.
    75
    86
    MIT

  • magic-api-mcp-server

    fastmcp-me
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to interact with Magic-API development environment, supporting script syntax query, API management, debugging, and knowledge search for efficient development.
    MIT