The best Kiln alternatives

mlflow

mlflow/mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

Choose mlflow if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (28.8k)
• you specifically need agentops or agents

Shares ai, evaluation, machine-learning, ml with Kiln.

Soup

MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Choose Soup if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (10.5k)
• you specifically need cli or consumer-gpu

Shares fine-tuning, machine-learning, ollama, python with Kiln.

headroom

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Choose headroom if…

• you need a detected license — this one reports Apache License 2.0
• you want something your agent can install directly rather than a library to wire up yourself
• you want the more widely starred option (79.5k)
• you specifically need agent or anthropic

Shares ai, mcp, openai, prompt-engineering with Kiln.

AstrBot

AstrBotDevs/AstrBot

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Choose AstrBot if…

• you need a detected license — this one reports GNU Affero General Public License v3.0
• you want the more widely starred option (46.8k)
• you specifically need agent or astrbot

Shares ai, mcp, openai, python with Kiln.

mcp-context-forge

IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Choose mcp-context-forge if…

• you need a detected license — this one reports Apache License 2.0
• you specifically need agents or api-gateway

Shares ai, mcp, prompt-engineering, python with Kiln.

LlamaFactory

hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Choose LlamaFactory if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (76.0k)
• you specifically need agent or deepseek

Shares ai, fine-tuning, rlhf with Kiln.

swarms

kyegomez/swarms

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Choose swarms if…

• you need a detected license — this one reports Apache License 2.0
• you specifically need agentic-ai or agentic-workflow

Shares ai, machine-learning, prompt-engineering with Kiln.

prompts.chat

f/prompts.chat

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

Choose prompts.chat if…

• you would rather work in HTML than Python
• you want the more widely starred option (177.0k)
• you specifically need artificial-intelligence or awesome-list

Shares ai, machine-learning, openai, prompt-engineering with Kiln.

open-webui

open-webui/open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Choose open-webui if…

• you want the more widely starred option (158.5k)
• you specifically need llm or llm-ui

Shares ai, mcp, ollama, openai with Kiln.

unsloth

unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

Choose unsloth if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (79.4k)
• you specifically need agent or chatgpt

Shares ai, fine-tuning, openai, python with Kiln.

Open-Assistant

LAION-AI/Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Choose Open-Assistant if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (37.3k)
• you specifically need assistant or chatgpt

Shares ai, machine-learning, python, rlhf with Kiln.

rocketride-server

rocketride-org/rocketride-server

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

Choose rocketride-server if…

• you need a detected license — this one reports MIT License
• you want something your agent can install directly rather than a library to wire up yourself
• you want the more widely starred option (20.1k)
• you specifically need cpp or data-pipeline

Shares ai, machine-learning, mcp, python with Kiln.