
openapi-mcpDockerized MCP Server to allow your AI agent to access any API with existing api docs
Overview
Key features
- OpenAPI v2 (Swagger) and v3 support
- Schema generation from OpenAPI operation parameters and request/response definitions
- Secure API key management
- Server URL detection and filtering options
- Request header injection
Pricing
- Model
- Free
- Category
- MCP Servers
- Rating
- No reviews yet
Use cases
Enabling AI Agent Access to APIs
Use OpenAPI-MCP to generate MCP tool definitions from an OpenAPI specification, allowing AI agents to interact with APIs without manual coding.
Streamlining API Integration
Leverage existing OpenAPI/Swagger documentation to create MCP tools, reducing integration time and effort.
Pros & Cons
Pros
- Automatic tool generation from OpenAPI specifications
- Flexible API key handling and secure management
- Standard compliance with OpenAPI v2 (Swagger) and v3 support
Cons
- Requires Docker for deployment
- May require command-line configuration for API key authentication
Reviews
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Q&A
What are the main limitations I should be aware of?
OpenAPI‑MCP requires Docker for deployment and may need command‑line configuration to set up API key authentication, which can add complexity for users unfamiliar with container or CLI workflows.
Asked by Ludovic Girard · Jan 15, 2026
How does OpenAPI‑MCP handle API keys securely?
The server manages API key authentication internally, injecting the keys into proxied requests without exposing them to the MCP client, ensuring that credentials remain hidden from downstream agents.
Asked by Amina Diallo · Dec 1, 2025
Can OpenAPI‑MCP work with both Swagger (v2) and OpenAPI v3 specifications?
Yes, the server supports both OpenAPI v2 (Swagger) and v3 formats, automatically generating MCP tool schemas from the operation parameters and request/response definitions in either version.
Asked by Zeynep Aydin · Oct 23, 2025
How do I deploy OpenAPI‑MCP and what environment does it require?
OpenAPI‑MCP runs as a Docker container, so you need Docker installed on your host. Deploy by pulling the image and starting the container with your OpenAPI/Swagger file mounted or supplied via a volume.
Asked by Chioma Nwosu · Sep 30, 2025
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