graft

<p align="center"> </p>

<h1 align="center">Graft</h1>

<p align="center"> <strong>Local-first codebase context engine for AI coding tools</strong> </p>

<p align="center"> Parse any codebase into a ranked dependency graph. Serve it to AI tools via MCP.<br/> Zero config. Zero cloud. Nothing leaves your machine. </p>

<p align="center"> <a href="https://www.npmjs.com/package/graftmap"></a> <a href="https://github.com/amaar-mc/graft/actions"></a> <a href="https://github.com/amaar-mc/graft/blob/main/LICENSE"></a> <a href="https://nodejs.org"></a> </p>

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AI coding tools are only as good as the context they receive. Most tools either have no codebase understanding, or use proprietary indexing locked to a single editor.

Graft gives any MCP-compatible AI tool deep structural understanding of your codebase:

• 100K lines of code represented in ~2K tokens of ranked context
• Dependency-aware — knows which files import what, and what depends on what
• PageRank-scored — surfaces the most structurally important files first
• Tool-agnostic — works with Claude, Cursor, Windsurf, Continue, or any MCP client
• Local-first — no cloud, no telemetry, no code ever leaves your machine

$ npx graftmap map

src/indexer/pipeline.ts [score: 0.0842]
  function buildIndex (L19)

src/graph/pagerank.ts [score: 0.0731]
  function computePageRank (L52)
  function buildTeleportVector (L11)

src/parser/index.ts [score: 0.0654]
  function parseFiles (L28)

src/mcp/server.ts [score: 0.0612]
  function createGraftServer (L238)
  function startMcpServer (L327)