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Kiln is a free tool for building production-ready AI systems. It runs locally, supports MCP tool calling, RAG pipelines, evaluations, agents, synthetic data generation and fine-tuning — with both a desktop app and a Python library.

Connect any remote and local MCP servers to add new capabilities to your AI system.

Connect any remote and local MCP servers to add new capabilities to your AI system.

Connect any remote and local MCP servers to add new capabilities to your AI system.

Integrate MCP server / tools into custom tasks to run evaluation and fine-tuning.

Integrate MCP server / tools into custom tasks to run evaluation and fine-tuning.

Integrate MCP server / tools into custom tasks to run evaluation and fine-tuning.

Create tasks, datasets and run evaluation, fine-tunes across popular models supported by Kiln.

Create tasks, datasets and run evaluation, fine-tunes across popular models supported by Kiln.

Create tasks, datasets and run evaluation, fine-tunes across popular models supported by Kiln.

Supported MCP Features