通过对兼容的开源本地 LLM 项目的指标进行比较,评估其受欢迎程度和活跃度。
A curated list of open-source projects for building with LLMs, covering the whole stack: model weights, training code, inference runtimes, agent frameworks, end-user apps, and the lists and tutorials that help you learn.
Each repo is checked once a day for stars, 1d/7d/30d star growth, forks, contributors, open issues, language, license, creation date, and time since last commit.
Two ways to use it:
Projects are organised into eight categories:
Each repo is tagged with one category, one or more subcategories, and a set of cross-cutting keywords (techniques, integrations, modalities, and domains such as RAG, MCP, or Context engineering).
Contributions are welcome! Suggest a repo I've missed by opening an issue.
This started in 2024 as a markdown list of local LLM tools that I edited by hand and kept in sync with a Google Sheet. It went out of date faster than I could edit it, so it became a pipeline instead.
| 2024 | 2026 | |
|---|---|---|
| Repos tracked | ~40, picked by hand | 8,600+, found via the GitHub API and classified automatically |
| Refresh | Manual, later weekly | Daily, via GitHub Actions into a Turso (libSQL) database |
| Ranking | Total stars | 1d/7d/30d star growth, so a repo shows up within days of taking off |
| Scope | Local inference and chat UIs | Agents, RAG, coding assistants, serving, model development, evals |
| Surface | This README | llmrepos.com, plus this README |
The table below shows the top 100 projects by stars, limited to repos with a commit in the last 60 days. It is rewritten weekly. The other 8,500 are on llmrepos.com.
Last Updated: 07/09/2026
| # | Repo | Category | Tags | About | Stars | Forks | Issues | Contributors | Releases | License | Time Since Last Commit |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | openclaw | Applications | Coding Agents & Assistants | The AI that really does things. Any OS. Any Platform. The lobster way. | 389,099 | 81,759 | 3,940 | 0 | 240 | Other | 0 days, 0 hrs, 0 mins |
| 2 | superpowers | AI Engineering | Tools & Integrations | An agentic skills framework & software development methodology that works. | 282,654 | 25,331 | 120 | 0 | 12 | MIT License | 2 days, 13 hrs, 5 mins |
| 3 | skills | AI Engineering | Tools & Integrations | Skills for Real Engineers. Straight from my .agents directory. | 255,716 | 21,534 | 464 | 0 | 7 | MIT License | 3 days, 3 hrs, 24 mins |
| 4 | ECC | AI Engineering | Tools & Integrations | The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. | 252,352 | 37,873 | 52 | 0 | 16 | MIT License | 0 days, 0 hrs, 55 mins |
| 5 | hermes-agent | AI Engineering | Agent SDK / Framework, Agent Frontends / Chat UI | The agent that grows with you | 242,891 | 49,960 | 13,537 | 0 | 31 | MIT License | 0 days, 0 hrs, 0 mins |
| 6 | deepseek-harness | AI Engineering | Agent SDK / Framework, Agent Frontends / Chat UI, Tools & Integrations, Protocols (MCP / A2A) | DeepSeek Harness: Everything is a Plugin. | 214,777 | 25,304 | 0 | 0 | 11 | MIT License | 3 days, 0 hrs, 10 mins |
| 7 | opencode | Applications | Coding Agents & Assistants | The open source coding agent. | 205,582 | 26,804 | 4,194 | 0 | 871 | MIT License | 0 days, 0 hrs, 1 mins |
| 8 | n8n | AI Engineering | Visual / Low-Code Builder, Multi-Agent Orchestration | Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | 203,628 | 60,597 | 380 | 0 | 794 | Other | 0 days, 0 hrs, 0 mins |
| 9 | AutoGPT | Applications | Workflow & Task Automation | AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. | 187,178 | 46,039 | 307 | 0 | 120 | Other | 0 days, 0 hrs, 17 mins |
| 10 | ollama | Infrastructure | Local Runtime / Inference Engine | Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. | 180,376 | 17,744 | 2,475 | 0 | 251 | MIT License | 2 days, 11 hrs, 39 mins |
| 11 | markitdown | AI Engineering | Memory & Knowledge (RAG), Tools & Integrations | Python tool for converting files and office documents to Markdown. | 179,249 | 13,210 | 311 | 0 | 21 | MIT License | 0 days, 7 hrs, 12 mins |
| 12 | firecrawl | AI Engineering | Computer & Browser Use | The context API to search, scrape, and interact with the web at scale. | 177,486 | 9,691 | 75 | 0 | 35 | GNU Affero General Public License v3.0 | 0 days, 6 hrs, 38 mins |
| 13 | skills | AI Engineering | Tools & Integrations | Public repository for Agent Skills | 174,966 | 20,715 | 349 | 0 | 0 | No license | 3 days, 19 hrs, 33 mins |
| 14 | prompts.chat | AI Engineering | Prompting & Scaffolding, Agent Frontends / Chat UI | 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. | 169,554 | 21,809 | 25 | 0 | 0 | Other | 1 days, 9 hrs, 52 mins |
| 15 | transformers | Infrastructure | Language Bindings | Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. | 164,945 | 34,483 | 820 | 0 | 271 | Apache License 2.0 | 0 days, 3 hrs, 10 mins |
| 16 | dify | AI Engineering | Visual / Low-Code Builder | Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. | 154,718 | 24,461 | 348 | 0 | 169 | Other | 0 days, 0 hrs, 32 mins |
| 17 | langflow | AI Engineering | Visual / Low-Code Builder | Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | 154,371 | 10,037 | 240 | 0 | 307 | MIT License | 0 days, 5 hrs, 50 mins |
| 18 | open-webui | AI Engineering | Agent Frontends / Chat UI | User-friendly AI Interface (Supports Ollama, OpenAI API, ...) | 151,204 | 22,106 | 211 | 0 | 170 | Other | 0 days, 9 hrs, 8 mins |
| 19 | agency-agents | AI Engineering | Agent SDK / Framework, Multi-Agent Orchestration | A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. | 150,624 | 24,273 | 56 | 0 | 0 | MIT License | 0 days, 15 hrs, 23 mins |
| 20 | langchain | AI Engineering | Agent SDK / Framework | The agent engineering platform. | 145,853 | 24,364 | 367 | 0 | 1,000 | MIT License | 0 days, 4 hrs, 34 mins |
| 21 | claude-code | AI Engineering | Tools & Integrations | Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands. | 144,330 | 23,054 | 12,396 | 0 | 210 | No license | 1 days, 10 hrs, 16 mins |
| 22 | system-prompts-and-models-of-ai-tools | Applications | Coding Agents & Assistants | FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models | 143,427 | 34,823 | 90 | 0 | 0 | GNU General Public License v3.0 | 27 days, 0 hrs, 9 mins |
| 23 | awesome-llm-apps | AI Engineering | Memory & Knowledge (RAG) | 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. | 136,491 | 20,079 | 3 | 0 | 0 | Apache License 2.0 | 0 days, 5 hrs, 57 mins |
| 24 | spec-kit | AI Engineering | Tools & Integrations | Toolkit to help you get started with Spec-Driven Development | 133,817 | 12,041 | 149 | 0 | 218 | MIT License | 3 days, 1 hrs, 14 mins |
| 25 | ComfyUI | Infrastructure | Local Runtime / Inference Engine | The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. | 131,896 | 15,549 | 4,205 | 0 | 154 | GNU General Public License v3.0 | 0 days, 5 hrs, 12 mins |
| 26 | gstack | AI Engineering | Agent SDK / Framework | Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA | 131,857 | 19,759 | 323 | 0 | 0 | MIT License | 0 days, 20 hrs, 16 mins |
| 27 | cc-switch | AI Engineering | Tools & Integrations | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io | 131,496 | 9,055 | 1,726 | 0 | 52 | MIT License | 0 days, 3 |
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