Intent-Based AI — Make your API agent-ready
No code Only a better contract

Your API is a gold mine. Make it intent-based.

Make your API AI-ready. An intent-based contract fixes agents that pick the wrong tool, never find one, or always come back with “clarification required”.

OpenAPI Arazzo HAPI MCP MCP
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Move my appointment to Friday.
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✓ Moved to Friday 3:30 PM. Nothing cancelled.
The problem

Agents fail in three predictable ways

The agent isn’t broken. A raw contract only gives it names and shapes, so it has to guess.

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The fix

An intent-based API tells an agent three things a raw OpenAPI document does not.

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Architecture

API in. Agent-ready MCP out.

HAPI is code-less. If your API follows good practices, the contract is the whole integration.

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contract→ tools + graph→ context + plan→ the right action
Explainer · under 2 minutes

Clooney, Hapi and OrcA explain why your contract is the map.

Watch the explainer
Clooney HAPI MCP OrcA
Your API already knows how to do the work.
Now your agents know when.
Get started

From contract to agent-ready in three steps

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HAPI MCP CLI › $ curl -fsSL https://get.mcp.com.ai/hapi.sh | bash -s -- --version v1
Extensions CLI › $ code --install-extension la-rebelion-labs.orca-mcp
La Rebelion Labs

One family, one contract

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Dig the gold out of your API

Keep your API. Write a better contract. Let HAPI serve it and your agents act on it.

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