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  • SpecShield MCP Server

    specshield-io
    A
    license
    A
    quality
    B
    maintenance
    A read-only API change deploy gate for AI coding agents that analyzes OpenAPI specs to determine if changes are safe to deploy. It provides tools for comparing specs, explaining breaking changes, and generating migration guides.
    5
    42
    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
  • qa-probe by LS-SIEM-LLP

    qa-probeofficial

    LS-SIEM-LLP
    A
    license
    A
    quality
    A
    maintenance
    Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.
    8
    7
    2
    Apache 2.0

  • OpenAPI MCP Server

    cloudwarriors-ai
    A
    license
    A
    quality
    D
    maintenance
    A generic MCP server that dynamically exposes any OpenAPI-documented REST API to LLMs by auto-discovering endpoints. It provides tools for exploring API capabilities and making authenticated requests directly through natural language interfaces.
    2
    9
    MIT

  • Web Request MCP Server

    KS-GEN-AI
    A
    license
    A
    quality
    D
    maintenance
    A TypeScript-based MCP server that enables AI assistants to execute HTTP requests with full control over methods, headers, and body content. It facilitates seamless interaction with web APIs and endpoints through a versatile tool that handles automatic JSON formatting and response truncation.
    1
    MIT

  • MCP QA Server

    404Yeti
    F
    license
    A
    quality
    D
    maintenance
    A reusable MCP server for QA automation testing that enables running tests across web apps, APIs, CLI tools, and more directly from Claude Desktop.
    5

  • @lstpsche/apidog-mcp

    lstpsche
    A
    license
    A
    quality
    D
    maintenance
    MCP server that provides 22 tools to manage Apidog API documentation, including importing OpenAPI specs, exporting, diffing, analyzing, and bulk-editing endpoints.
    22
    26
    2
    MIT

  • 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

  • Swagger MCP

    Vizioz
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.
    5
    176
    163
    MIT

  • Postman MCP Generator

    Ucode-io
    F
    license
    B
    quality
    D
    maintenance
    A server that implements the Model Context Protocol (MCP) standard, enabling LLMs like Claude to interact with selected Postman API requests through generated JavaScript tools.
    4

  • qa-mcp

    davidpoza
    A
    license
    C
    quality
    B
    maintenance
    Automates generation of QA artifacts such as API tests, E2E tests, and documentation exports. It supports REST Assured, Cypress, and Excel/Word document generation.
    5
    14
    MIT

  • Ics Ap Apis MCP Server

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Provides access to Ics Ap Apis API endpoints with authentication support, enabling API interactions through the MCP protocol.
    1
    MIT

  • json-to-model

    Ramzanelayodath
    F
    license
    C
    quality
    C
    maintenance
    MCP server that fetches API responses and generates ready-to-use model/POJO classes in your configured language, with built-in login/refresh token handling.
    3

  • Chop MCP TypeScript

    LucasDelgado
    F
    license
    D
    quality
    D
    maintenance
    A Model Context Protocol server that enables interaction with Chop's Setup system, providing an interface to retrieve setup information via a REST API.
    1
  • Apifox MCP Server by apifox

    Apifox MCP Serverofficial

    apifox
    A
    license
    Not graded
    quality
    F
    maintenance
    A server that connects AI coding assistants like Cursor and Cline to Apifox API definitions, allowing developers to implement API interfaces through natural language commands.
    1,176
    94
    ISC