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"Exploring RAG through defined workspaces" matching MCP servers:

  • MCP RAG Agent Server

    karthikeyanramu
    F
    license
    -
    quality
    D
    maintenance
    This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

  • 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
    8
    MIT

  • openapi-mcp-proxy

    nyudenkov
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides tools for exploring large OpenAPI schemas without loading entire schemas into LLM context. Perfect for discovering and analyzing endpoints, data models, and API structure efficiently.
    9
    14
    MIT
  • Postman by postmanlabs

    Postmanofficial

    postmanlabs
    A
    license
    B
    quality
    A
    maintenance
    Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman. Use natural language to prompt AI to automate work across your Postman collections, environments, workspaces, and more.
    42
    4,937
    297
    Apache 2.0

  • MCP YAML API

    molavec
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.
    7
    44
    7
    MIT

  • postman-mcp

    SalehKhatri
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that provides seamless integration with the Postman API, enabling AI assistants and applications to interact with Postman workspaces, collections, requests, environments, and folders programmatically.
    19
    20
    31
    MIT

  • 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

  • Pagos Data MCP Server

    ampcome-mcps
    F
    license
    B
    quality
    D
    maintenance
    Enables Claude to retrieve BIN (Bank Identification Number) data for payment cards, with options for basic or enhanced insights through the Pagos API.
    1

  • 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
  • Apifox MCP Server by apifox

    Apifox MCP Serverofficial

    apifox
    A
    license
    -
    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

  • OpenAPI MCP Server

    luciVuc
    A
    license
    -
    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

  • mcpify

    bahri-hirfanoglu
    A
    license
    -
    quality
    B
    maintenance
    Converts any OpenAPI specification into an MCP server, allowing AI assistants to interact with REST APIs through natural language.
    17
    1
    MIT

  • Postmancer

    hijaz
    A
    license
    -
    quality
    D
    maintenance
    A standalone MCP server for API testing and management, allowing AI assistants to interact with RESTful APIs through natural language.
    17
    28
    MIT

  • context-aware-mcp

    navjeet4real
    A
    license
    -
    quality
    D
    maintenance
    A configurable MCP server that intelligently routes natural language queries to the appropriate microservice endpoint based on user-defined service configurations.
    9
    MIT