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"Adding functionality to large language models" matching MCP servers:

  • openapi-to-mcp

    AudienceLabV3
    A
    license
    -
    quality
    D
    maintenance
    Auto-generates MCP tools from your OpenAPI spec, allowing natural language interaction with any API via configurable headers and serverless deployment.
    15
    MIT

  • OpenAPI to MCP

    EvilFreelancer
    A
    license
    -
    quality
    D
    maintenance
    A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.
    15
    16
    MIT

  • API to MCP

    husw725
    F
    license
    -
    quality
    C
    maintenance
    Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor and Claude Desktop to call internal services directly.

  • 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

  • graphql-to-mcp

    Docat0209
    A
    license
    -
    quality
    D
    maintenance
    Turn any GraphQL API into MCP tools. Zero config, zero code. Auto-introspection, flat InputObject schemas for better LLM accuracy, smart truncation, retry logic with exponential backoff.
    69
    MIT

  • OpenAPI to MCP

    procoders
    A
    license
    -
    quality
    D
    maintenance
    Automatically converts any OpenAPI specification or Postman Collection into an MCP server, enabling AI assistants like Claude to directly interact with REST APIs without writing any code.
    Apache 2.0

  • OpenAPI to MCP Server

    jeweis
    F
    license
    -
    quality
    D
    maintenance
    Converts OpenAPI specifications into MCP services with HTTP header passthrough support. Enables interaction with any OpenAPI-compliant service through natural language by dynamically transforming API documentation into MCP tools.

  • OpenAPI to MCP Server

    jeweis
    F
    license
    -
    quality
    D
    maintenance
    A service that converts OpenAPI specifications into MCP tools, enabling AI assistants to interact with your API endpoints through natural language.

  • ControlAPI-MCP

    fellowabhi
    A
    license
    A
    quality
    C
    maintenance
    Converts any OpenAPI/REST API into MCP tools with dynamic server switching, variable substitution, and runtime configuration. Enables seamless interaction with multiple API environments through natural language without pre-configuration.
    12
    5
    MIT

  • HAL (HTTP API Layer)

    DeanWard
    A
    license
    A
    quality
    C
    maintenance
    HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.
    8
    84
    38
    MIT

  • OpenAPI MCP Server

    ivo-toby
    A
    license
    -
    quality
    A
    maintenance
    A server that enables Large Language Models to discover and interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol.
    4,812
    286
    MIT

  • OpenAPI to Model Context

    gujord
    A
    license
    -
    quality
    D
    maintenance
    A proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.
    69
    MIT

  • swagger-mcp-server

    maohuihua123
    A
    license
    -
    quality
    D
    maintenance
    Enables natural language interaction with any Swagger/OpenAPI-defined API, allowing discovery, parameterized calls, and automated testing through large language models.
    5
    Apache 2.0