flama

The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

297 stars PythonOthers Updated Aug 24, 2026

machine-learninganthropicasgichatbotdomain-driven-designgenerative-aiinferencellmllm-servingmcpmlopsmlxmodel-context-protocolmodel-servingollamaopenai-apipythonrustvllmweb-framework

No README could be loaded. View the project on GitHub for full documentation.

Frequently asked questions

What is flama?

flama is The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

How do I install flama?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is flama open source?

Yes — it is hosted on GitHub at https://github.com/vortico/flama and has 297 stars.

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