swarmclawai/swarmvault

Registry 信息

项目简介

SwarmVault 是一个受 Karpathy 的 LLM Wiki 启发的本地优先 RAG 知识库编译器。它将原始研究转化为持久的 Markdown 维基、知识图谱和混合搜索，这些成果会随时间不断积累。内置 MCP 服务器，支持 Claude Code、Codex、OpenCode 和 OpenClaw。

要点

• 本地优先的 RAG 知识库编译器
• 生成持久的 Markdown 维基
• 构建知识图谱
• 随时间积累的混合搜索
• 为 Claude Code、Codex、OpenCode、OpenClaw 提供 MCP 服务器
• 受 Karpathy 的 LLM Wiki 启发

使用场景

• 从原始笔记构建个人研究维基
• 为 AI 代理创建持久的知识库
• 编译特定领域的知识图谱
• 为 Claude Code 提供本地 RAG 上下文增强
• 团队长期知识积累

README 摘要

# SwarmVault <!-- readme-language-nav:start --> **Languages:** [English](README.md) | [简体中文](README.zh-CN.md) | [日本語](README.ja.md) <!-- readme-language-nav:end --> [](https://www.npmjs.com/package/@swarmvaultai/cli) [](https://www.npmjs.com/package/@swarmvaultai/cli) [](https://github.com/swarmclawai/swarmvault) [](LICENSE) []() **The local-first LLM Wiki, knowledge graph builder, and RAG knowledge base for AI agents.** SwarmVault turns docs, code, transcripts, notes, and URLs into a durable markdown wiki plus a local graph you can inspect, query, and hand to agents. Start with one command, then learn the deeper graph, review, context-pack, and automation workflows when you need them. Documentation on the website is currently English-first. If wording drifts between translations, [README.md](README.md) is the canonical source. <!-- readme-section:try-it --> ## Try It in 30 Seconds ```bash npm install -g @swarmvaultai/cli swarmvault quickstart ./your-repo ``` `quickstart` initializes a vault in the current directory, ingests a local file, directory, or public GitHub repo, compiles the wiki and graph, writes share artifacts, and opens the local graph viewer. It is the beginner-friendly alias for `swarmvault scan`. No repo handy? ```bash swarmvault demo ``` After your first compile, the most useful next commands are: ```bash swarmvault next swarmvault query "What are the key concepts?" swarmvault graph serve swarmvault doctor swarmvault candidate list

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