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"Understanding File Structures" matching MCP servers:

  • Apifox MCP

    Warren-W
    A
    license
    A
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    maintenance
    Enables AI assistants to automatically manage Apifox API documentation by importing OpenAPI/Swagger specifications and exporting existing API structures. Supports batch operations, intelligent deprecation marking, and smart scope detection for partial module imports.
    Last updated
    2
    39
    2
    MIT

  • Bruno MCP Server

    jcr82
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    license
    A
    quality
    C
    maintenance
    Integrates Bruno CLI for API testing, enabling users to run API requests and collections, manage environments, generate test reports (JSON/JUnit/HTML), and validate collection structures through natural language commands.
    Last updated
    9
    34
    5
    MIT

  • MCP Interface Validator

    xiaoxiaofeiya
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    license
    -
    quality
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    maintenance
    This server automatically validates consistency between AI-generated frontend and backend code by enforcing OpenAPI 3.0 specifications. It injects smart constraints into AI prompts to ensure that generated data structures and API calls remain synchronized across the entire stack.
    Last updated
    11
    4
    MIT

  • Swagger MCP (Multi-API

    psh4607
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    license
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    quality
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    maintenance
    Enables AI to interact with multiple Swagger/OpenAPI specifications by listing endpoints, exploring models, and generating TypeScript code. It centralizes the management of various APIs through a configuration file, allowing for seamless integration of documentation into AI workflows.
    Last updated
    91
    MIT

  • swagger-mcp

    danishjsheikh
    A
    license
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    quality
    C
    maintenance
    swagger-mcp is a tool designed to scrape Swagger UI by extracting the swagger.json file and dynamically generating well-defined mcp tools at runtime. These tools can be utilized by the MCP client for further tool selection.
    Last updated
    82
    MIT

  • FastAPI MCP Server

    Nabeelshar
    A
    license
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    quality
    D
    maintenance
    A Model Context Protocol server that provides tools for introspecting and analyzing FastAPI applications, including route discovery, model schema extraction, and source code viewing. It enables users to explore API structures, generate documentation, and debug dependency injection hierarchies through natural language.
    Last updated
    MIT

  • lunge

    thuupx
    F
    license
    -
    quality
    A
    maintenance
    Agent-native API client for executing REST, GraphQL, WebSocket, SSE, and gRPC requests from MCP-capable agents, with token-efficient responses and file-based collections.
    Last updated

  • api-caller-mcp

    quangngthanh
    F
    license
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    quality
    D
    maintenance
    MCP server for making API calls with authentication support. Allows configuring multiple API endpoints and performing GET, POST, PUT, DELETE requests, including form data and file uploads.
    Last updated

  • MCP Adapter

    TaylorTrz
    F
    license
    -
    quality
    D
    maintenance
    Automatically converts OpenAPI specifications into Model Context Protocol applications, enabling HTTP APIs to be managed as MCP services. It features a dynamic architecture that monitors file systems or Kubernetes ConfigMaps to update MCP tools in real-time.
    Last updated
    1