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Kalibr SDK - Demo MCP/LLM integration layer

Project description

Kalibr SDK

Expose your SaaS API once — run it everywhere.

Kalibr makes any SaaS instantly agent-ready by generating the connectors required for AI platforms like ChatGPT (OpenAI Actions), Claude (MCP), and more.

Instead of writing and maintaining separate integrations for every agent framework, you integrate once with Kalibr, and Kalibr handles the rest.


Features

  • One-line deployment – Define your API actions once.
  • Multi-agent support – Exposes your API to:
    • OpenAI ChatGPT (/.well-known/ai-plugin.json)
    • Claude MCP (/mcp.json)
    • Future: Gemini, Copilot, Perplexity, etc.
  • Proxy & ngrok integration – Run your API locally and test instantly.
  • Schema normalization – Consistent parameters, auth, and error handling across models.

Quick Start

1. Install

pip install kalibr

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