Metadata-Version: 2.4
Name: kalibr
Version: 0.1.26
Summary: Kalibr SDK - Demo MCP/LLM integration layer
Home-page: https://pypi.org/project/kalibr/
Author: Devon Kelley
Author-email: devkelley@me.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: fastapi>=0.118.0
Requires-Dist: uvicorn>=0.37.0
Requires-Dist: typer>=0.12.3
Requires-Dist: pydantic>=2.11.0
Dynamic: author
Dynamic: author-email
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# 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.

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## 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.

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## Quick Start

### 1. Install
```bash
pip install kalibr
