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    Enables local analysis of OpenAPI 3 and Swagger 2 JSON/YAML spec files on disk, with no remote fetching of specs or credentials. It groups endpoints by tag, flags operations that appear to lack security, lists deprecated operations, and produces short markdown cheat sheets for agents.
    4
    MIT
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    Enables validating API responses against expected schemas/JSON and listing OpenAPI endpoints to enforce API contracts between services.
    3
    7 npm
    ISC
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    Enables measuring, comparing, and health-checking endpoint response times through natural language, using tools to probe URL latency and compare two URLs.
    3
    9 npm
    ISC
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    A server that provides both comprehensive API documentation and direct robot control capabilities for Opentrons Flex and OT-2 robots, enabling users to manage protocols, control runs, and monitor robot health through natural language.
    14
    53 npm
    7
    MIT
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    Enables Claude Code to interact with any GraphQL API by introspecting the schema and exposing queries and mutations as individual callable tools.
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    50 npm
    MIT
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    Automatically converts Postman API collections into MCP-compatible tools for AI assistants. Enables users to interact with any API through natural language by generating JavaScript tools from Postman requests.
    MIT
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    Gorgon Scout is a Windows web-application and API security scanner (DAST). This connector exposes it as MCP tools, so your AI assistant can record a target you are authorised to test, run the scan, stream findings, and produce a report. Capture needs no proxy or certificate setup, and it intercepts HTTP/1.1, HTTP/2, and HTTP/3 (QUIC). Works with the free Claude Desktop plan.
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    MCP server to debug Telegram bots by controlling your Telegram user session over MTProto. It enables sending messages, reading chats, handling updates, and invoking raw Telegram API methods.
    7
    MIT
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    Enables agents to scaffold, build, run, and verify libuvcpp-powered C++ web services end to end, driving real HTTP/1.1, HTTP/2, WebSocket, SOAP, and load requests over live sockets. Returns verification bundles that clearly separate what was observed, what was derived, and what could not be established.
    30 npm
    4
    MIT
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    Exposes Bruno CLI as tools for AI agents, allowing them to discover, inspect, and execute Bruno API collections through the MCP protocol.
    1
    MIT
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    Enables interaction with Qonto's Business API for banking operations. Supports all API key-accessible endpoints for managing business banking transactions and account information.
    26 PyPI
    3
    MIT
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    Enables assistants and terminal users to discover Dota 2 API endpoints, inspect their parameters, and make paced, retrying GET requests for match, player, and hero data, with optional POST requests for replay parsing and player refresh. It also converts Steam32 and SteamID64 identifiers into OpenDota account IDs and trims large responses to a configurable size.
    54 npm
    MIT
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    Enables agents to query a local HTTP traffic knowledge base, inspect hosts, routes, parameters, observations, and generated OpenAPI, run read-only SQL, and add or resolve review assertions through MCP tools.
    MIT
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    HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP tool, writing the code written. Through simple interface operation, you can quickly configure an mcp-server.
    16
    Mulan Permissive Software , Version 2
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    Serves any OpenAPI 3.x/Swagger 2.x API as a local MCP server over stdio, converting every operation into a tool that proxies requests to the upstream API with configurable headers and fixed parameters.
    10 npm
    1
    MIT
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    Professional MCP server for HAR (HTTP Archive) network captures, enabling AI agents to extract endpoints, detect secrets, generate code, and export to Postman/OpenAPI.
    21 npm
    MIT
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    Exposes FastAPI endpoints as Model Context Protocol tools, letting MCP clients discover and invoke them over streamable HTTP or SSE while preserving existing routing, auth options, and OpenAPI-to-tool conversion. Works across mcp 1.12+ and 2.x with built-in input validation and tool-level error reporting.
    MIT
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    Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly into Apifox projects. It provides a tool for automating API documentation management and synchronization through Model Context Protocol clients.
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    Generates MCP servers from Postman API collections, automatically converting selected API requests into MCP-compatible tools that can be used with Claude Desktop and other MCP clients.
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    A Spring Boot REST API testing server that supports functional testing with assertions, database queries, and performance testing with configurable concurrency and stress testing.
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    Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) through standardized MCP tools for seamless integration and interaction.
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    An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.
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    Enables triggering API, UI, and performance test suites through the /run/run_api_tests, /run/run_ui_tests, and /run/run_perf_tests tools, supporting one-click execution against configured environments.
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    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.
    2
    36 npm
    3
    MIT
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    Enables testing API authentication and authorization by probing endpoints with and without Authorization headers, suggesting auth test matrices for roles, and showing current test configuration.
    3
    9 npm
    ISC
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    Natural language API discovery MCP server. Search 700+ API capabilities across 163 current providers, get, exact endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.
    3
    30 PyPI
    1
    MIT