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OpenAPI-MCP generates MCP tool definitions from OpenAPI/Swagger specifications, enabling AI agents to interact with any API described by standard OpenAPI specifications.
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OpenAPI-MCP generates MCP tool definitions from OpenAPI/Swagger specifications, enabling AI agents to interact with any API described by standard OpenAPI specifications.
OpenAPI-MCP is relatively safe when used with trusted APIs and properly configured API keys. However, exposing internal APIs to AI agents introduces risks, especially if the OpenAPI specifications are not well-secured or if rate limiting is not implemented. It is crucial to carefully review the OpenAPI specification and configure API key management securely.
Performance depends on the proxied API's response times and the network latency between the AI agent and the MCP server. Consider caching frequently accessed data to improve performance.
Cost depends on the usage of the proxied API and any associated fees. Monitor API usage to avoid unexpected costs.
get_weather_dataRetrieves weather data based on specified parameters.
Read-only operation; retrieves data without modifying any resources.
post_commentPosts a comment to a specified resource.
Adds data, but does not modify existing data.
update_settingsUpdates settings for a specific resource.
Modifies existing configurations, potentially impacting functionality.
delete_resourceDeletes a specified resource.
Destructive operation that permanently removes data.
API Key
cloud
OpenAPI-MCP is relatively safe when used with trusted APIs and properly configured API keys. However, exposing internal APIs to AI agents introduces risks, especially if the OpenAPI specifications are not well-secured or if rate limiting is not implemented. It is crucial to carefully review the OpenAPI specification and configure API key management securely.
Autonomy depends on the permissions granted by the underlying OpenAPI specification and the configured API key. Exercise caution when enabling autonomous access to destructive tools.
Production Tip
Implement rate limiting and monitoring to prevent abuse and ensure the stability of the proxied API.
OpenAPI-MCP is a dockerized MCP server that generates MCP tool definitions from OpenAPI/Swagger specifications, allowing AI agents to interact with APIs.
The recommended way is to use the pre-built Docker Hub image. Alternatively, you can build it locally.
API keys can be configured using command-line options, environment variables, or .env files.
OpenAPI-MCP supports OpenAPI v2 (Swagger) and v3.
Yes, you can include or exclude specific operations or tags using command-line options.
Clone the repository, obtain a Weatherbit API key, prepare the environment file, and run the Docker container with the specified command.
It introduces risks. Ensure proper access controls, rate limiting, and input validation are in place.