Swagger

MCP Servers for Swagger

Swagger is a suite of tools for API developers that helps in designing, building, documenting, and consuming RESTful web services. It enables developers to document APIs in a standardized way, making them more accessible and easier to understand.

View all MCP Servers

Why this server?
Integrates with Nacos via Swagger Admin API (v3.x), allowing interaction with Nacos cluster configuration and service discovery features.
Nacos MCP Serverofficial
nacos-group
A
security
A
license
A
quality
A server that enables interaction with Nacos service discovery and configuration management through Large Language Models, providing read-only access to namespaces, services, and configurations.
Last updated -
11
5
Python
Apache 2.0
Why this server?
Integrates with Swagger/OpenAPI specifications to automatically convert API definitions into usable MCP tools
Specbridge
TBosak
A
security
A
license
A
quality
An MCP server that automatically converts OpenAPI specifications into MCP tools by scanning a folder for spec files, requiring no configuration files or separate servers.
Last updated -
0
TypeScript
MIT License
Why this server?
Offers Swagger UI documentation for the FastAPI interface, enabling easy API exploration and testing
Torrent Search MCP Server
philogicae
A
security
A
license
A
quality
A Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.
Last updated -
3
1
Python
MIT License
Why this server?
Integrates with ReviewWebsite.com's API using Swagger configuration, providing a standardized way to access review management and website data extraction features.
ReviewWebsite MCP Server
mrgoonie
A
security
A
license
A
quality
MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.
Last updated -
9
16
5
TypeScript
MIT License
Why this server?
Provides OpenAPI/Swagger specifications for different networks through the openapi resource, allowing developers to explore and understand the available blockchain API endpoints.
MantraChain MCP Server
allthatjazzleo
A
security
A
license
A
quality
A server that provides tools for interacting with MantraChain blockchain through the Model Context Protocol, allowing users to manage tokens, stake assets, query balances, and execute various blockchain operations.
Last updated -
18
55
2
TypeScript
MIT License
Why this server?
Uses OpenAPI/Swagger specifications to generate TypeScript API clients for interacting with REST APIs
OpenAPI Client Generator MCP
orhanveli
A
security
A
license
A
quality
A TypeScript-based MCP server that generates API clients from OpenAPI specifications, allowing automated code generation through natural language.
Last updated -
1
64
JavaScript
MIT License
Why this server?
Takes OpenAPI/Swagger specifications as input to generate functional mock API servers that simulate the defined endpoints
MockLoop MCP Serverofficial
MockLoop
-
security
A
license
-
quality
A Model Context Protocol server that generates and runs mock API servers from API documentation like OpenAPI/Swagger specs, enabling developers and AI assistants to quickly spin up mock backends for development and testing.
Last updated -
7
Python
MIT License
Why this server?
Dynamically generates MCP resources based on Rootly's OpenAPI (Swagger) specification, providing access to incident endpoints and alert information.
Rootly MCP serverofficial
Rootly-AI-Labs
-
security
A
license
-
quality
Manage incidents from your IDE. An MCP server allowing to pull out incidents and their associated metadata using Rootly API.
Last updated -
25
Python
Apache 2.0
Why this server?
Supports working with large Swagger API definition files, allowing extraction of specific portions from these definitions.
JSON Query MCP
mgraczyk
A
security
F
license
A
quality
A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.
Last updated -
3
1
TypeScript
Why this server?
References Superset's official Swagger documentation for API endpoints, indicating the MCP server implements interfaces documented in the Swagger specification.
Superset MCP Server
LiusCraft
A
security
F
license
A
quality
A Model Context Protocol server that enables large language models to interact with Apache Superset databases through REST API, supporting database queries, table lookups, field information retrieval, and SQL execution.
Last updated -
4
3
TypeScript
Why this server?
Integrates with Swagger UI to provide interactive API documentation at /docs, allowing developers to explore and test the API endpoints
FastAPI MCP Application
christian-felipe9
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security
A
license
-
quality
A REST API built with FastAPI that exposes endpoints via Model Context Protocol (MCP), allowing clients to interact with CRUD operations through MCP interfaces.
Last updated -
Python
MIT License
Why this server?
Supports taking screenshots of Swagger API documentation tools during development for verification and testing.
BrowserLoop
mattiasw
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security
A
license
-
quality
A Model Context Protocol (MCP) server for taking screenshots of web pages using Playwright, allowing AI agents to automatically capture and analyze screenshots for UI verification or other tasks.
Last updated -
335
1
TypeScript
AGPL 3.0
Why this server?
Provides token-efficient access to Swagger v2.0 specifications, automatically converting them to OpenAPI v3.0 for structured exploration
OpenAPI Schema Explorer
kadykov
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security
A
license
-
quality
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resources for client-side exploration.
Last updated -
810
15
TypeScript
MIT License
Why this server?
Preserves documentation of all endpoints just as it is in Swagger
FastAPI-MCP
tadata-org
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security
A
license
-
quality
A zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding.
Last updated -
5,362
Python
MIT License
Why this server?
References swagger-client as a local dependency for integration with the Transport NSW API, enabling structured API access.
Transport NSW API Client MCP
danhussey
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security
A
license
-
quality
An MCP service for interacting with Transport NSW's API that enables users to find transport stops around locations and retrieve information about transport alerts and disruptions.
Last updated -
Python
MIT License
Why this server?
Uses Swagger/OpenAPI specifications to dynamically generate MCP tools, enabling AI agents to interact with any API that provides an OpenAPI specification
OpenAPI to Model Context Protocol (MCP)
gujord
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security
A
license
-
quality
A proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.
Last updated -
39
Python
MIT License
Why this server?
Supports loading and parsing OpenAPI/Swagger specifications to dynamically create tools for interacting with external APIs
Hippycampus MCP Server
cromwellian
-
security
A
license
-
quality
A LangChain-based server that supports dynamic loading of OpenAPI specifications and enables natural language interaction with web services through Server-Sent Events (SSE) transport.
Last updated -
13
Python
MIT License
Why this server?
Provides interactive API documentation for all available endpoints, allowing users to explore and test wallet and token operations through a web interface.
Solana MCP Wallet Agent API
MindLayer25
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security
A
license
-
quality
Provides complete wallet management functionality for Solana blockchain, enabling users to create wallets, transfer SOL, and work with SPL tokens through a RESTful API.
Last updated -
TypeScript
MIT License
Why this server?
Automatically extracts Swagger UI definitions from API endpoints to dynamically generate MCP tools at runtime, enabling AI agents to interact with any Swagger-documented API without manual tool implementation.
swagger-mcp
danishjsheikh
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security
A
license
-
quality
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 -
28
Go
MIT License
Why this server?
Used to define the API interface for the MCP server connector through the Swagger editor in Power Platform custom connectors.
Jokes MCP Server
yasukura-ms
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security
A
license
-
quality
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from three sources: Chuck Norris jokes, Dad jokes, and Yo Mama jokes.
Last updated -
TypeScript
MIT License
Why this server?
Ingests Swagger/OpenAPI specifications and automatically generates MCP tools from API endpoints, supporting multiple authentication methods including Basic Auth, Bearer Token, API Key, and OAuth2.
Swagger MCP Server
dcolley
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security
A
license
-
quality
A server that enables interaction with any API that has a Swagger/OpenAPI specification through Model Context Protocol (MCP), automatically generating tools from API endpoints and supporting multiple authentication methods.
Last updated -
61
TypeScript
Apache 2.0
Why this server?
Allows connection to any Swagger-defined API, providing tools to download specifications, list endpoints and models, generate TypeScript code for models, and create MCP tool definitions based on API endpoints.
Swagger MCP
Vizioz
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security
A
license
-
quality
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.
Last updated -
19
TypeScript
MIT License
Why this server?
Provides interactive API documentation through Swagger UI accessible at the /docs endpoint.
Unsplash API MCP Server
gzpaitch
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security
A
license
-
quality
An API that exposes Unsplash image search, listing, and random photo capabilities as MCP tools, enabling AI models like Claude to directly interact with Unsplash's services.
Last updated -
Python
MIT License
Why this server?
Enables transformation of OpenAPI/Swagger specifications into MCP tools, allowing AI assistants to interact with any API defined in the Swagger format. The README specifically uses the Swagger Petstore example URL (https://petstore3.swagger.io/api/v3/openapi.json) as a demonstration.
OpenAPI to MCP Server
TykTechnologies
-
security
A
license
-
quality
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
Last updated -
47
9
TypeScript
MIT License
Why this server?
Offers Swagger UI documentation at /docs endpoint to explore and test the API's capabilities interactively.
BurpSuite MCP Server
X3r0K
-
security
A
license
-
quality
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite, providing programmatic access to Burp's core functionalities.
Last updated -
22
Python
MIT License
Why this server?
Transforms OpenAPI/Swagger services into MCP-compatible endpoints, enabling AI agents to interact with any REST API that has an OpenAPI specification
OpenAPI MCP Server
JacerOmri
-
security
A
license
-
quality
A command-line tool that transforms any OpenAPI service into a Model Context Protocol (MCP) server, enabling seamless integration with AI agents and tools that support the MCP specification.
Last updated -
90
2
TypeScript
MIT License
Why this server?
Enables interaction with RESTful APIs defined in Swagger/OpenAPI specifications, supporting GET, PUT, POST, and PATCH operations. The example demonstrates integration with the Swagger Petstore API, including operations like addPet, updatePet, and findPetsByStatus.
OpenAPI MCP Server
rahgadda
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security
A
license
-
quality
A Model Context Protocol Server that enables LLMs to interact with and execute REST API calls through natural language prompts, supporting GET/PUT/POST/PATCH operations on configured APIs.
Last updated -
5
Python
Apache 2.0
Why this server?
Processes Swagger OpenAPI documents to enable semantic search and discovery of API endpoints
MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool
baryhuang
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security
A
license
-
quality
This server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions.
Last updated -
25
Python
MIT License
Why this server?
Uses the official Aviation Weather API Swagger definition to generate a type-safe API client that ensures proper typing and formatting for API calls.
Aviation Weather MCP Server
finack
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security
A
license
-
quality
Provides aviation weather information through a Model Context Protocol server, enabling access to METARs, TAFs, PIREPs, and route weather data for informational purposes only.
Last updated -
TypeScript
MIT License
Why this server?
Includes Swagger documentation for the RESTful API server, making the API endpoints discoverable and testable through a web interface.
n8n MCP Tools
ssmanji89
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security
A
license
-
quality
A Model Context Protocol server that enables AI assistants to interact with n8n workflows through natural language, providing access to n8n's complete API functionality including workflow management, user administration, and credential handling.
Last updated -
95
JavaScript
MIT License
Why this server?
The MCP server provides Swagger UI documentation through its /docs endpoint.
FastAPI MCP SSE
panz2018
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security
A
license
-
quality
A Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.
Last updated -
9
Python
MIT License
Why this server?
Supports Swagger/OpenAPI specifications (versions 3.0 and 3.1) to expose HTTP methods as tools
MCP-OpenAPI
rmasters
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security
A
license
-
quality
An MCP server that exposes HTTP methods defined in an OpenAPI specification as tools, enabling interaction with APIs via the Model Context Protocol.
Last updated -
2
Python
MIT License
Why this server?
Provides interactive API documentation through Swagger UI, allowing users to explore and test the MCP server's endpoints at http://localhost:8000/docs
Message Control Protocol (MCP) Server
avhrst
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security
F
license
-
quality
A REST API server implementation for message handling with Oracle Database integration via ODBC, offering endpoints for creating and retrieving messages with comprehensive error handling.
Last updated -
Python
Why this server?
Offers interactive API documentation through Swagger UI at the /docs endpoint of the FastAPI client, making it easier to explore and test LinkedIn integration capabilities.
LinkedIn MCP Server
baptitse-jn
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security
F
license
-
quality
A comprehensive Model Context Protocol server that enables AI assistants to interact with LinkedIn APIs for profile management, content creation, networking, messaging, and analytics.
Last updated -
Python
Why this server?
Enables scraping and indexing of Swagger/OpenAPI documentation for AI-powered API reference assistance
Crawl4Claude
dragomirweb
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security
F
license
-
quality
A comprehensive, domain-agnostic documentation scraping and AI integration toolkit. Scrape any documentation website, create structured databases, and integrate with Claude Desktop via MCP (Model Context Protocol) for seamless AI-powered documentation assistance.
Last updated -
2
Python
Why this server?
Delivers interactive API documentation through Swagger UI, allowing exploration of available endpoints.
RL-MCP
rlefko
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security
F
license
-
quality
A Model Context Protocol server that provides AI models with structured access to external data and services, acting as a bridge between AI assistants and applications, databases, and APIs in a standardized, secure way.
Last updated -
Python
Why this server?
Integrates Swagger UI to provide interactive API documentation, available at the /api-docs endpoint with OpenAPI schema accessible at /openapi.json.
Notion MCP Server
HariFatherKR
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security
F
license
-
quality
A custom server that provides a REST API interface for Notion, allowing easy access to Notion's functionality through Cursor's MCP feature.
Last updated -
Why this server?
Offers API documentation through Swagger UI, providing interactive exploration of the available API endpoints and operations.
MCP Server
hburgoyne
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security
F
license
-
quality
A Django-based implementation of the Model Context Protocol (MCP) for managing political preferences and visions for the future.
Last updated -
Python
Why this server?
Provides API documentation through Swagger UI for exploring and testing the available endpoints
Custom MCP Server for Cursor
Feustey
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security
F
license
-
quality
Connects to Cursor and enables deep web searches via Linkup and RAG capabilities using LlamaIndex.
Last updated -
1
Python
Why this server?
Automatically parses Swagger/OpenAPI JSON files to extract API endpoints as tools, providing a standardized way to expose these endpoints to AI agents.
Cisco Catalyst Center MCP Server
martynrees
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security
F
license
-
quality
A server that wraps Cisco Catalyst Center APIs into tools accessible via the Model Context Protocol, allowing AI agents to discover and execute network management operations.
Last updated -
Python
Why this server?
Ingests and serves Swagger/OpenAPI specifications as MCP tools, providing strategic discovery and interaction with any API endpoint through four tools for listing, searching, getting details, and making API calls.
Swagger/Postman MCP Server
AlanGreyjoy
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security
F
license
-
quality
Server that ingests Swagger/OpenAPI specifications and Postman collections, providing just 4 strategic tools that allow AI agents to dynamically discover and interact with APIs instead of generating hundreds of individual tools.
Last updated -
2
TypeScript
Why this server?
Generates interactive API documentation and OpenAPI specifications for the news aggregation endpoints
News Aggregator API
Malachi-devel
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security
F
license
-
quality
A modular, scalable news aggregation backend that provides a unified interface to TheNewsAPI for retrieving current and historical news articles with advanced filtering capabilities, designed specifically for consumption by AI agents.
Last updated -
2
Why this server?
Incorporates Swagger UI for automatic API documentation, available at the /api endpoint when the server is running.
MCP Server NestJS
Cstannahill
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security
F
license
-
quality
A robust server-side application that implements Model Context Protocol (MCP) for file operations, providing authentication and modular REST APIs for managing files, users, and posts.
Last updated -
TypeScript
Why this server?
Supports integration with Swagger/OpenAPI APIs, as demonstrated in the example using the Petstore API for managing pets, users, orders and store data.
Meta MCP Proxy
nullplatform
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security
F
license
-
quality
A flexible proxy that enables discovery and execution of tools across multiple Model Context Protocol (MCP) servers and JavaScript functions, reducing context size even when dealing with hundreds of tools.
Last updated -
208
1
JavaScript
Why this server?
Integrates with Swagger UI to provide interactive API documentation, allowing users to explore and test the cat facts endpoints.
Python MCP Cat Facts
akream
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security
F
license
-
quality
A FastAPI server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) transport to provide random cat facts on demand or as a continuous stream.
Last updated -
Python
Why this server?
Offers API documentation through Swagger UI, allowing developers to explore and test available endpoints directly from the browser.
Xiaohongshu API MCP Server
proerror77
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security
F
license
-
quality
A microservice that wraps Xiaohongshu (Little Red Book) API into a RESTful API server, enabling users to perform various operations on the platform such as retrieving notes, searching users and content, and accessing user information.
Last updated -
Python
Why this server?
Integrates with the Yuque Open API documented on SwaggerHub for accessing knowledge base content
Yuque MCP Server
HenryHaoson
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security
F
license
-
quality
A Model-Context-Protocol server that integrates with Yuque (语雀) knowledge base platform, allowing AI models to create, read, update, and delete documents, search content, and retrieve analytics data through defined tools.
Last updated -
12
TypeScript
Why this server?
Offers OpenAPI/Swagger documentation for the API endpoints, making the logging query capabilities discoverable and testable.
MCP Logging NL Query Server
srtux
-
security
F
license
-
quality
Allows developers and AI Agents to query Google Cloud Logging using natural language, translating queries into Google Cloud Logging Query Language (LQL) with Vertex AI Gemini 2.5.
Last updated -
Python
Why this server?
Parses Swagger/OpenAPI documents (v2 and v3) to extract API operations and schema definitions that can be used for generating TypeScript types and API clients
Swagger MCP Server
tuskermanshu
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security
F
license
-
quality
A server based on Model Context Protocol that parses Swagger/OpenAPI documents and generates TypeScript types and API client code for different frameworks (Axios, Fetch, React Query).
Last updated -
143
1
TypeScript
Why this server?
Enables extraction of API group details in JSON or Markdown format from Xano databases, as well as management of Swagger documentation for API groups
Xano MCP Server
lowcodelocky2
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security
F
license
-
quality
Enables AI assistants to manage Xano databases through the Model Context Protocol, allowing users to create, modify, and delete tables, edit schemas, and extract API documentation.
Last updated -
6
TypeScript
Why this server?
Incorporates OpenAPI/Swagger for API documentation with request/response schemas and endpoint documentation.
File Context MCP
compiledwithproblems
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security
F
license
-
quality
This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.
Last updated -
1
TypeScript
Why this server?
Enables the analysis and exploration of Swagger/OpenAPI specifications, including examining API endpoints, schemas, and response formats
Swagger Explorer MCP
johnneerdael
-
security
F
license
-
quality
A Management Control Plane server that allows users to explore and analyze Swagger/OpenAPI specifications, providing features such as endpoint exploration, schema analysis, and customizable response formatting, with support for authentication and integration with tools like Claude.
Last updated -
4
TypeScript

Nacos MCP Serverofficial

MockLoop MCP Serverofficial

Rootly MCP serverofficial