Skip to main content
Glama
78,839 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"How to understand a Google Sheet" matching MCP servers:

  • Google Ads MCP Server

    martechery
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with Google Ads through the Google Ads API using GCloud authentication. Supports GAQL query execution, performance data retrieval, account management, and resource discovery with pagination and multiple output formats.
    9
    MIT

  • MCProbe

    alitiknazoglu
    A
    license
    A
    quality
    A
    maintenance
    A stdio MCP server that audits other MCP servers over the live protocol. It connects to any MCP target (stdio or HTTP), lints every tool's schema for agent-usability, then actually calls the tools with deliberately broken inputs to see how the server handles them, and returns a 0–100 conformance score with a per-dimension breakdown rendered as Markdown.
    6
    6
    MIT

  • 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
  • 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

  • Apifox MCP Server

    Juzisuan965
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to fetch and understand API endpoint definitions from Apifox projects in real-time. Supports retrieving complete API specifications including request methods, parameters, headers, and response schemas to improve development efficiency and code generation quality.
    1
    22
    3
    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

  • 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

  • MCP OpenAPI Server

    ReAPI-com
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that loads multiple OpenAPI specifications and exposes them to LLM-powered IDE integrations, enabling AI to understand and work with your APIs directly in development tools like Cursor.
    7
    20
    90
    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

  • Apifox MCP

    sujianqingfeng
    A
    license
    C
    quality
    C
    maintenance
    An MCP server that integrates Apifox API documentation with AI assistants, allowing AI to extract and understand API information from Apifox projects.
    2
    27
    ISC

  • Multi-MCPs

    TaylorChen
    A
    license
    C
    quality
    D
    maintenance
    Aggregates multiple third-party APIs into unified MCP tools, providing out-of-the-box access to 10 popular services including OpenWeather, Google Maps, GitHub, Notion, Spotify, and more. Enables users to interact with weather data, search places, manage repositories, create content, and access various web services through a single MCP server.
    34
    MIT

  • 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