Build LLM tool definitions from OpenAPI specs

Created by

Scrapers Delight

Actor

OpenAPI Spec Scraper — APIs to LLM Agent Tools (MCP-Ready)

Generate per-endpoint, parameter-aware rows you can convert into function/tool schemas for LLM agents and MCP servers.

Try for free

OpenAPI Spec Scraper — APIs to LLM Agent Tools (MCP-Ready)scrapersdelight/openapi-spec-scraper

API

Method

Path

Summary

+2 fields

Input

Include parameters:true

Output shape:per-endpoint

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 "Build LLM tool definitions from OpenAPI specs". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Build LLM tool definitions from OpenAPI specs" 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 output shape, to match your specific use case.

Receive the "Build LLM tool definitions from OpenAPI specs" 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 "Build LLM tool definitions from OpenAPI specs" task via API.