GitHub AI Agent 趋势数据集GitHub AI Agent Trend Dataset
AI Agent 开源项目趋势看板AI Agent Open Source Trends Dashboard
追踪 GitHub 上 AI Agent、MCP、Claude Code、Codex、RAG、多智能体与工作流自动化方向的热门开源项目，快速发现近期增长最快的项目和方向。Track hot GitHub projects across AI Agent, MCP, Claude Code, Codex, RAG, multi-agent systems, and workflow automation to find fast-growing projects and instructions.
本期看点This Run's Highlights
🔥 主趋势Main Trend
编程与开发智能体是增长主线Coding agents lead growth
🏆 增长冠军Growth Leader
affaan-m/ECC · +42,301 Stars
👀 继续观察Watch Next
MCP · Tool Calling · RAG · Multi-Agent
⭐ 热门项目推荐Hot Project Picks
按近 30 天增长和趋势分筛选出的重点观察项目。Picked by 30-day growth and trend score.
affaan-m/ECC
⭐ +42,301
编程与开发智能体方向重点项目Key project in Coding Agent / Dev Agent
编程与开发智能体Coding Agent / Dev Agent
garrytan/gstack
⭐ +32,982
编程与开发智能体方向重点项目Key project in Coding Agent / Dev Agent
编程与开发智能体Coding Agent / Dev Agent
obra/superpowers
⭐ +27,669
其他智能体相关项目方向重点项目Key project in Other AI Agent Related
其他智能体相关项目Other AI Agent Related
NousResearch/hermes-agent
⭐ +17,913
编程与开发智能体方向重点项目Key project in Coding Agent / Dev Agent
编程与开发智能体Coding Agent / Dev Agent📈 方向热度Instruction Heat
💻
编程与开发智能体Coding Agent / Dev Agent
+123,193
🤖
其他智能体相关项目Other AI Agent Related
+37,486
🔌
协议与工具调用基础设施MCP / Tool Calling / Agent Infrastructure
+15,276
📚
数据与知识智能体Data Agent / RAG / Knowledge Agent
+4,696
🏷️ 趋势关键词Trend Keywords
Claude CodeClaude Code
CodexCodex
MCPMCP
工具调用Tool Calling
编程智能体Coding Agent
RAGRAG
多智能体Multi-Agent
工作流自动化Workflow Automation
02
📈 增长趋势Growth Trends
对比 7 天、30 天、90 天 Star 增长，识别增长最快项目。Compare 7d, 30d, and 90d Star growth to identify fast-growing projects.
Star 增长曲线Star Growth Curve
7 天 / 30 天 / 90 天7d / 30d / 90daffaan-m/ECC
garrytan/gstack
obra/superpowers
NousResearch/hermes-agent
farion1231/cc-switch
重点增长项目Key Growth Projects
30 天新增 StarsStars added in 30d
affaan-m/ECC
+42,301
编程与开发智能体Coding Agent / Dev Agent
garrytan/gstack
+32,982
编程与开发智能体Coding Agent / Dev Agent
obra/superpowers
+27,669
其他智能体相关项目Other AI Agent Related
NousResearch/hermes-agent
+17,913
编程与开发智能体Coding Agent / Dev Agent
03
🧭 方向分析Instruction Analysis
按方向聚合项目，判断当前升温最快的 AI Agent 赛道。Group projects by instruction to see which AI Agent areas are heating up.
方向占比Category Mix
近 30 天30d183,774样本项目近 30 天新增 StarsStars added in 30d
编程与开发智能体Coding Agent / Dev Agent67%
其他智能体相关项目Other AI Agent Related20%
协议与工具调用基础设施MCP / Tool Calling / Agent Infrastructure8%
数据与知识智能体Data Agent / RAG / Knowledge Agent3%
编程与开发智能体是当前主线。Coding and developer agents are the current main theme.
协议与工具调用基础设施具备长期价值。Protocol and tool infrastructure has long-term value.
数据与知识智能体仍是小规模增长方向。Data and knowledge agents remain a smaller growth instruction.
方向增长榜Instruction Growth Ranking
每个方向展示项目数、近 30 天新增 Stars、代表项目和方向判断。Each instruction shows project count, 30-day Stars, top project, and a instructional takeaway.
编程与开发智能体Coding Agent / Dev Agent
6 个项目 · 6 个活跃项目6 repos · 6 active
+123,193
代表项目：Top repo: affaan-m/ECC
当前增长最强，是本期主线。Currently the strongest growth instruction and the main theme of this run.
其他智能体相关项目Other AI Agent Related
3 个项目 · 3 个活跃项目3 repos · 3 active
+37,486
代表项目：Top repo: obra/superpowers
包含新兴项目和方法论项目，可用于捕捉异常增长信号。Includes emerging and methodology projects that can reveal unusual growth signals.
协议与工具调用基础设施MCP / Tool Calling / Agent Infrastructure
4 个项目 · 4 个活跃项目4 repos · 4 active
+15,276
代表项目：Top repo: langgenius/dify
增长不如开发工具快，但具备长期基础设施价值。Growth is slower than developer tools, but it has long-term infrastructure value.
数据与知识智能体Data Agent / RAG / Knowledge Agent
2 个项目 · 2 个活跃项目2 repos · 2 active
+4,696
代表项目：Top repo: infiniflow/ragflow
数量较少，但与 RAG 和 Agent 数据能力相关，适合持续观察。Smaller in count, but tied to RAG and agent data capabilities, so it remains worth watching.
多智能体框架Multi-Agent / Agent Framework
1 个项目 · 1 个活跃项目1 repos · 1 active
+3,123
代表项目：Top repo: langchain-ai/langchain
多智能体协作仍在早期升温，适合作为后续观察池。Multi-agent collaboration is still warming up and fits the follow-up watchlist.
04
⭐ 项目榜单Project Ranking
按趋势分、近 30 天增长和相关性排序，推荐重点项目。Rank key projects by trend score, 30-day growth, and relevance.
趋势榜单卡片Trend Ranking Cards
上半部分用于快速比较排名、语言、分类、趋势分和近 30 天新增 Stars。Use this section to compare rank, language, category, score, and 30-day Stars quickly.
affaan-m/ECC💻 JavaScript🏷️ 编程与开发智能体Coding Agent / Dev Agent
编程与开发智能体方向，近 30 天新增 42,301 个 Stars，趋势分 57.4。The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
57.4⭐ +42,301
garrytan/gstack💻 TypeScript🏷️ 编程与开发智能体Coding Agent / Dev Agent
编程与开发智能体方向，近 30 天新增 32,982 个 Stars，趋势分 44.6。Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
44.6⭐ +32,982
obra/superpowers💻 Shell🏷️ 其他智能体相关项目Other AI Agent Related
其他智能体相关项目方向，近 30 天新增 27,669 个 Stars，趋势分 38.9。An agentic skills framework & software development methodology that works.
38.9⭐ +27,669
NousResearch/hermes-agent💻 Python🏷️ 编程与开发智能体Coding Agent / Dev Agent
编程与开发智能体方向，近 30 天新增 17,913 个 Stars，趋势分 29.9。The agent that grows with you
29.9⭐ +17,913
farion1231/cc-switch💻 Rust🏷️ 编程与开发智能体Coding Agent / Dev Agent
编程与开发智能体方向，近 30 天新增 9,919 个 Stars，趋势分 18.2。A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io
18.2⭐ +9,919
anomalyco/opencode💻 TypeScript🏷️ 编程与开发智能体Coding Agent / Dev Agent
编程与开发智能体方向，近 30 天新增 12,735 个 Stars，趋势分 14.8。The open source coding agent.
14.8⭐ +12,735
google-gemini/gemini-cli💻 TypeScript🏷️ 编程与开发智能体Coding Agent / Dev Agent
编程与开发智能体方向，近 30 天新增 7,343 个 Stars，趋势分 11.4。An open-source AI agent that brings the power of Gemini directly into your terminal.
11.4⭐ +7,343
Significant-Gravitas/AutoGPT💻 Python🏷️ 其他智能体相关项目Other AI Agent Related
其他智能体相关项目方向，近 30 天新增 4,651 个 Stars，趋势分 8.6。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.
8.6⭐ +4,651
langgenius/dify💻 TypeScript🏷️ 协议与工具调用基础设施MCP / Tool Calling / Agent Infrastructure
协议与工具调用基础设施方向，近 30 天新增 3,758 个 Stars，趋势分 7.6。Production-ready platform for agentic workflow development.
7.6⭐ +3,758
firecrawl/firecrawl💻 TypeScript🏷️ 其他智能体相关项目Other AI Agent Related
其他智能体相关项目方向，近 30 天新增 5,166 个 Stars，趋势分 6.9。The API to search, scrape, and interact with the web at scale. 🔥
6.9⭐ +5,166
punkpeye/awesome-mcp-servers💻 -🏷️ 协议与工具调用基础设施MCP / Tool Calling / Agent Infrastructure
协议与工具调用基础设施方向，近 30 天新增 4,725 个 Stars，趋势分 6.2。A collection of MCP servers.
6.2⭐ +4,725
modelcontextprotocol/servers💻 TypeScript🏷️ 协议与工具调用基础设施MCP / Tool Calling / Agent Infrastructure
协议与工具调用基础设施方向，近 30 天新增 4,521 个 Stars，趋势分 6.0。Model Context Protocol Servers
6.0⭐ +4,521
05
🏷️ 关键词洞察Keyword Insights
从项目名称、描述和分类中提取关键词，观察生态关注点。Extract keywords from names, descriptions, and categories to see ecosystem focus.
关键词热度矩阵Keyword Heat Matrix
按开发工具、基础设施、数据知识、协作流程分组，观察关键词聚集方向。Grouped by developer tooling, infrastructure, data knowledge, and collaboration workflows.
开发工具类Developer Tools
Claude CodeClaude Code高热HotCodexCodex开发工具Dev tool编程智能体Coding Agent高增长High growth开发者工具Developer Tool工具能力Tooling
基础设施类Infrastructure
MCPMCP增长快Fast growth工具调用Tool Calling基础设施Infrastructure智能体基础设施Agent Infrastructure基础设施Infrastructure智能体记忆Agent Memory工具能力Tooling
数据与知识类Data and Knowledge
RAGRAG数据增强Data知识智能体Knowledge Agent数据智能Knowledge数据智能体Data Agent数据智能Data搜索Search数据增强Search
协作与流程类Collaboration and Workflow
多智能体Multi-Agent协作Collaboration工作流Workflow工作流Workflow自动化Automation工作流Automation浏览器智能体Browser Agent工具能力Browser
后续观察方向Follow-up Watch Instructions
关键词趋势判断Keyword trend reading开发工具仍是主线Developer Tools Stay Central
Claude Code、Codex、Coding Agent 相关关键词集中出现，说明开发工作流仍是当前 AI Agent 项目的核心场景。Claude Code, Codex, and Coding Agent cluster together, showing developer workflows remain core AI Agent scenarios.
MCP 仍在扩散MCP Keeps Spreading
Tool Calling、Agent Infrastructure 和 MCP 相关项目保持较高关注度，适合作为基础设施方向继续跟踪。Tool Calling, Agent Infrastructure, and MCP remain highly watched infrastructure instructions.
数据与流程开始融合Data and Workflow Converge
RAG、Multi-Agent、Workflow Automation 等关键词显示 Agent 正在从单点工具走向长期工作流。RAG, Multi-Agent, and Workflow Automation show agents moving from single tools toward long-running workflows.