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GitHub 宝藏挖掘 - 2026-09-06

Top 5

1. DeusData/codebase-memory-mcp (42,390⭐) [🔴]

  • Score: 87/100 | Lang: C | License: MIT
  • High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary
  • URL: https://github.com/DeusData/codebase-memory-mcp

2. HKUDS/nanobot (47,740⭐) [🔴]

  • Score: 81/100 | Lang: Python | License: MIT
  • Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
  • URL: https://github.com/HKUDS/nanobot

3. tirth8205/code-review-graph (31,203⭐) [🔴]

  • Score: 73/100 | Lang: Python | License: MIT
  • Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w
  • URL: https://github.com/tirth8205/code-review-graph

4. ChromeDevTools/chrome-devtools-mcp (51,099⭐) [🟡]

  • Score: 69/100 | Lang: TypeScript | License: Apache-2.0
  • Chrome DevTools for coding agents
  • URL: https://github.com/ChromeDevTools/chrome-devtools-mcp

5. sansan0/TrendRadar (62,055⭐) [🟡]

  • Score: 63/100 | Lang: Python | License: GPL-3.0
  • ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，
  • URL: https://github.com/sansan0/TrendRadar

MCP 生态发现

  • DeusData/codebase-memory-mcp (87/100): High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-
  • HKUDS/nanobot (81/100): Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, a
  • tirth8205/code-review-graph (73/100): Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmar

洞察

  1. MCP 持续成为 Agent 标准接口
  2. 本地优先是主流趋势
  3. 记忆系统是核心突破点

自动生成 2026-09-06 17:14

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