Skillget

kura

mcp
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SUMMARY

Kura — the knowledgebase for humans and agents. Agent-native docs infrastructure, built on June.

README.md

Kura

The knowledgebase for humans and agents.

Kura is agent-native documentation infrastructure, built on June.
One Markdown source becomes a polished website for people and a callable MCP server for
agents — single source, zero drift. Sidebar, table of contents, semantic search,
copy-as-Markdown, MDX, and i18n are built in, not bolted on.

npm create kura my-docs

Then npm install, npm run gen, npm run dev — and open http://localhost:3000.

Why Kura

The audience for docs is changing: more and more traffic comes from AI agents. Traditional
docs tools treat "for agents" as an afterthought; Kura makes it the foundation.

  • Humans get a fast docs site — sidebar, ToC, search, copy-as-Markdown, MDX components.
  • Agents get every page as .md / .json, a /llms.txt index, and callable
    search_docs / get_page tools at /mcp.

One source projects to HTML, Markdown, JSON, and MCP with no duplication, so what a human
reads and what an agent calls can never drift apart.

Packages

Package Description
@kurajs/core Portable, zero-dependency vector retrieval engine (f32 brute-force + binary prefilter + rerank).
@kurajs/docs The docs framework on June: nav, search, MDX, i18n, and the agent (MCP) surface.
@kurajs/transformers Local Transformers.js embedder (bge-m3).
@kurajs/cli kura index — build-time search-index + MDX precompiler.
create-kura The scaffolder (npm create kura).

Examples

  • examples/docs — a docs site with default-language fallback, a language
    switcher, and cross-lingual search (English + a Japanese demo locale).
  • examples/search — semantic search over a SQLite corpus, reachable by
    humans (HTML), programs (.json), and agents (/mcp).
  • examples/docs-cjk — CJK keyword search: per-locale tokenization
    (繁中 / 日本語 via Intl.Segmenter) plus opt-in 繁/简 normalization with OpenCC.

Development

This is an npm-workspaces monorepo.

npm install
npm run build --workspaces --if-present   # build the @kurajs/* packages

Note: on some platforms @huggingface/transformers pulls sharp (image-only, unused for
text). If npm install fails building it, re-run with npm install --ignore-scripts.

Links

License

MIT © Lawrence Lin

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