ms-cookbook alternatives

modelscope/ms-cookbook (472 stars, +112 this week): 魔搭紫皮书｜ModelScope Cookbook：面向开发者的开源模型应用实战指南，覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC，从跑通第一个模型到构建实际应用。 Why it matters: useful plumbing for shipping LLM-powered features.

Below are 12 other LLM tooling repos tracked by OSS Radar that share at least two GitHub topics with ms-cookbook, ordered by how many topics overlap, then by stars gained in the last 7 days. Topic overlap means a similar problem space, not a drop-in replacement, so check each project's README.

1. 1. rohitg00/ai-engineering-from-scratch

   +3.5k/wkest.

   Learn AI Engineering! Learn it. Build it. Ship it for others. Why it matters: useful plumbing for shipping LLM-powered features.

   70k stars · Python · shared topics: ai-agents, generative-ai, llm, mcp

2. 2. Graphify-Labs/graphify

   +2.2k/wkest.

   Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. Why it matters: useful plumbing for shipping LLM-powered features.

   127k stars · Python · shared topics: ai-agents, llm, mcp, rag

3. 3. unclecode/crawl4ai

   +511/wkest.

   Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Why it matters: useful plumbing for shipping LLM-powered features.

   86k stars · Python · shared topics: ai-agents, llm, mcp, rag

4. 4. langchain-ai/langgraph

   +347/wkest.

   Build resilient agents. Why it matters: useful plumbing for shipping LLM-powered features.

   43k stars · Python · shared topics: ai-agents, generative-ai, llm, rag

5. 5. langchain-ai/langchain

   +301/wkest.

   The agent engineering platform. Why it matters: useful plumbing for shipping LLM-powered features.

   148k stars · Python · shared topics: ai-agents, generative-ai, llm, rag

6. 6. affaan-m/ECC

   +5.4k/wkest.

   The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code… Why it matters: useful plumbing for shipping LLM-powered features.

   280k stars · JavaScript · shared topics: ai-agents, llm, mcp

7. 7. Tencent/WeKnora

   +1.5k/wkest.

   Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. Why it matters: useful plumbing for shipping LLM-powered features.

   34k stars · Go · shared topics: generative-ai, llm, rag

8. 8. open-webui/open-webui

   +777/wkest.

   User-friendly AI Interface (Supports Ollama, OpenAI API, ...). Why it matters: useful plumbing for shipping LLM-powered features.

   156k stars · Python · shared topics: llm, mcp, rag

9. 9. virgiliojr94/book-to-skill

   +686/wkest.

   Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. Why it matters: useful plumbing for shipping LLM-powered features.

   35k stars · Python · shared topics: ai-agents, llm, rag

10. 10. cobusgreyling/loop-engineering

    +629/wkest.

    Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Why it matters: useful plumbing for shipping LLM-powered features.

    12k stars · TypeScript · shared topics: ai-agents, llm, mcp

11. 11. headroomlabs-ai/headroom

    +602/wkest.

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. Why it matters: useful plumbing for shipping LLM-powered features.

    75k stars · Python · shared topics: llm, mcp, rag

12. 12. asgeirtj/system_prompts_leaks

    +417/wkest.

    Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Why it matters: useful plumbing for shipping LLM-powered features.

    70k stars · Python · shared topics: ai-agents, generative-ai, llm

More: all trending LLM tooling repos · compare ms-cookbook with the top 2