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"A guide for product selection" matching MCP servers:

  • browser-for-ai

    icueth
    A
    license
    Not graded
    quality
    B
    maintenance
    A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.
    1
    MIT
  • 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

  • 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

  • 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 Server

    shannonlal
    A
    license
    B
    quality
    F
    maintenance
    Enables running Postman collections using Newman for conducting API tests and obtaining detailed result analysis via a standardized interface.
    1
    21
    84
    MIT
  • Mercado Pago MCP Server by mercadolibre

    Mercado Pago MCP Serverofficial

    mercadolibre
    A
    license
    B
    quality
    D
    maintenance
    Mercado Pago's Official MCP Server offers tools so that developers can easily interact with our API using natural language, which simplifies tasks and product integration. Remotely hosted by Mercadolibre supporting Streamable HTTP Transport. Details on how to connect: https://mcp.mercadopago.com/
    1
    8
    Apache 2.0

  • ALECS - MCP server for Akamai

    henrikaslund
    -
    license
    B
    quality
    Not graded
    maintenance
    MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.
    1
    9
    10

  • 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

  • Swagger/OpenAPI MCP Server

    gulbaki
    A
    license
    D
    quality
    D
    maintenance
    A Model Context Protocol server that enables LLMs to explore and interact with API specifications by providing tools for loading, browsing, and getting detailed information about API endpoints.
    4
    17
    14
    ISC

  • OpenAPI MCP Server

    luciVuc
    A
    license
    Not graded
    quality
    C
    maintenance
    A generic MCP server that dynamically converts OpenAPI-defined REST APIs into tools for LLMs like Claude. It supports multiple authentication methods and transport protocols, enabling seamless interaction with any OpenAPI-compliant API.
    18
    MIT

  • Postmancer

    hijaz
    A
    license
    Not graded
    quality
    D
    maintenance
    A standalone MCP server for API testing and management, allowing AI assistants to interact with RESTful APIs through natural language.
    13
    28
    MIT
  • Superglue MCP by superglue-ai

    Superglue MCPofficial

    superglue-ai
    F
    license
    Not graded
    quality
    B
    maintenance
    A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.
    10
    2,041

  • ClawQL

    danielsmithdevelopment
    A
    license
    Not graded
    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.
    111
    12
    Apache 2.0