Best Swagger MCP Servers
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.
Why this server?
Offers Swagger UI documentation for the FastAPI interface, enabling easy API exploration and testing
AlicenseBqualityBmaintenanceA Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.Last updated6323PythonMITWhy this server?
Auto-generates Swagger/OpenAPI documentation for all API endpoints in the generated project.
AlicenseAqualityAmaintenanceBackGen's MCP server lets AI assistants scaffold production-ready Express.js + TypeScript backend projects with your choice of ORM (Prisma, Drizzle, Mongoose), install auth/payment/storage plugins, generate CRUD resources, and run health checks — all through natural language conversation.Last updated30105084MITWhy this server?
Provides API governance tools including linting and diffing for Swagger 2.0 specifications.

delimitofficial
AlicenseBqualityAmaintenanceOne workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.Last updated1001,89819MITWhy this server?
Integrates with Nacos via Swagger Admin API (v3.x), allowing interaction with Nacos cluster configuration and service discovery features.

Nacos MCP Serverofficial
AlicenseAqualityDmaintenanceA 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 updated1110Apache 2.0Why this server?
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling AI assistants to directly call REST APIs with full parameter support, type validation, and comprehensive HTTP method coverage
AlicenseBqualityDmaintenanceAutomatically converts Swagger 2.0 API specifications into MCP tools, enabling AI assistants to directly call REST APIs. Supports both local Swagger files and remote URLs with comprehensive parameter validation and error handling.Last updated3115MITWhy this server?
Enables dynamic tool generation from NocoBase's OpenAPI/Swagger specifications, automatically loading all API endpoints as tools when the API documentation plugin is enabled.
AlicenseAqualityAmaintenanceAn MCP server that enables AI assistants to interact with NocoBase instances for managing collections, UI schemas, flow models, and running API operations. It provides both hand-crafted tools and dynamically generated tools from NocoBase's OpenAPI specification.Last updated2316MITWhy this server?
Automatically ingests tool definitions from Swagger and OpenAPI specifications to construct relationships and suggest multi-step execution workflows.
AlicenseAqualityAmaintenanceGraph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.Last updated67MITWhy this server?
Supports ingestion of Swagger/OpenAPI specifications for automatic API test generation.
AlicenseBqualityAmaintenanceEnables QA/SDET engineers to test APIs by ingesting Swagger/OpenAPI specs and Postman collections, generating and executing tests in multiple languages and frameworks with real-time progress tracking.Last updated11686MITWhy this server?
Provides OpenAPI/Swagger specifications for different networks through the openapi resource, allowing developers to explore and understand the available blockchain API endpoints.
AlicenseBqualityDmaintenanceA 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 updated1822MIT