🔍 搜索与知识库 — Top 10 AI Agent 工具
让 AI 能搜索互联网、内部文档、向量知识库，随时调用你的私有知识。支持 RAG 检索增强、语义搜索、多源聚合，把散落各处的信息整合成一个会思考的大脑。
共收录 935 个工具 · 显示评分最高 10 个
Significant-Gravitas/AutoGPT
精选PythonAutoGPT 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.
langgenius/dify
精选TypeScriptProduction-ready platform for agentic workflow development.
Shubhamsaboo/awesome-llm-apps
精选Python100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
pip install -r requirements.txtinfiniflow/ragflow
精选GoRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
lobehub/lobehub
精选TypeScript🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
ruvnet/ruflo
精选TypeScript🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RA
mem0ai/mem0
精选TypeScriptUniversal memory layer for AI Agents
npm install -g @mem0/cli # or: pip install mem0-cliheadroomlabs-ai/headroom
精选PythonCompress 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.
FlowiseAI/Flowise
精选TypeScriptBuild AI Agents, Visually
npm install -g flowisechopratejas/headroom
精选PythonCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
💡 如何选择合适的 搜索与知识库 工具？
评分是怎么算的？+
Trove 的评分包含 4 个维度：文档质量（Doc）、代码质量（Code）、社区活跃度（Community）和近期更新（Activity），总分 25 分，并划分为精选（≥20）、已验证（≥12.5）、社区（<12.5）三档。
如何选择适合自己的工具？+
先看 tier（精选/已验证优先），再看 stars 和近期更新时间，最后看 install_hint 确认安装方式是否符合你的环境（npm/pip/go 等）。
这些工具支持哪些 AI 平台？+
大多数工具以 MCP 协议为标准，兼容 Claude、OpenClaw、Codex、Cursor 等主流 AI 平台。部分工具还提供 OpenAI Function / LangChain Tool 格式。
如何把自己的工具上榜？+
在 GitHub 发布你的工具，带上相关 topic（如 mcp-server、ai-agent-skills），Trove 的爬虫会自动收录并评分。也可以到 opentrove.ai/publish 主动提交。