Documentation

Introduction

Turn any OpenAPI spec into hundreds of agent tools instantly.

Core Features

Tool Discovery
Auto-generate tools from OpenAPI specs
Registry Client
Pre-indexed API catalog for speed
IDE Integration
VS Code Language Model tools
Context Protocol
HTTP headers for state sharing

How It Works 

from ocp_agent import OCPAgent

agent = OCPAgent(workspace="ecommerce-app")

# Tool Discovery: OpenAPI → hundreds of tools automatically
github_api = agent.register_api("github")   # fast registry lookup → 800+ tools
stripe_api = agent.register_api("stripe")   # fast registry lookup → 300+ tools

# Or discover directly from OpenAPI spec (2-5 seconds)
custom_api = agent.register_api("my-api", "https://api.example.com/openapi.json")

# Use any discovered tool with automatic context injection
issues = agent.call_tool("search_issues", {"q": "payment bug"})
payment = agent.call_tool("create_payment_intent", {"amount": 2000})

The Value:

  • 🔥 Instant Tools: OpenAPI specs become hundreds of callable tools automatically
  • 🚀 Registry Speed: Huge library of popular APIs pre-indexed for fast lookup
  • 🧠 Smart Context: HTTP headers carry state across all tool calls
  • 🔐 Simple Integration: Works with existing APIs, no server setup required

Next

Dive into the following section to begin using OCP:

Getting Started
Setup and first usage