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Normalize a raw OpenAPI spec URL to JSON

Point at any OpenAPI/Swagger spec URL and get normalized per-endpoint rows (method, path, summary, parameters).

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OpenAPI Spec Scraper — APIs to LLM Agent Tools (MCP-Ready)
OpenAPI Spec Scraper — APIs to LLM Agent Tools (MCP-Ready)scrapersdelight/openapi-spec-scraper
API
Method
Path
Summary
+2 fields
Text
Number
Boolean
List
Object

Input

Include parameters:true
Raw spec URLs:https://petstore3.swagger.io/api/v3/openapi.json

Output fields

API
Method
Path
Summary
Operation
Server

How it works

Sign up on Apify or log in

The OpenAPI Spec Scraper — APIs to LLM Agent Tools (MCP-Ready) Actor is ready to run with the inputs already set for "Normalize a raw OpenAPI spec URL to JSON". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Normalize a raw OpenAPI spec URL to JSON" task

The OpenAPI Spec Scraper — APIs to LLM Agent Tools (MCP-Ready) Actor will start running based on the input automatically. You can also change all the input fields, like include parameters and raw spec urls, to match your specific use case.

Receive the "Normalize a raw OpenAPI spec URL to JSON" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as API, method, path, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Normalize a raw OpenAPI spec URL to JSON" task via API.

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