kunal12203/GrapeRoot
Compounding Context for AI Coding Assistants — MCP graph engine for Claude Code, Cursor, Copilot, Gemini, OpenCode observed · 2026-10-20
Health v2 · maintenance only
68/100
- Activity 93
- Release rhythm 65
- Longevity 17
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 0
- age_days: 241
- days_rel: 234
- days_push: 47
- n_releases_24m: 4
Adoption not part of the score
1041 stars · 122 forks observed · 2026-10-20
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
GrapeRoot is an open-source context engine and MCP server that builds a semantic graph of a codebase (files, symbols, imports, call chains) and pre-loads relevant code into AI coding assistant prompts. It runs 100% locally and integrates with Claude Code, Cursor, Copilot, Codex, Gemini, and OpenCode to reduce token waste and exploration turns.
Use cases
- reduce token usage when using Claude Code on a large codebase
- give my AI coding assistant better codebase context
- stop my AI assistant from re-exploring files every turn
- index my project so Cursor or Copilot finds the right files
- run a local MCP server that maps my codebase
- track which files my AI assistant read and edited in a session
- speed up multi-turn AI coding sessions on a monorepo
When to choose
- you use AI coding assistants (Claude Code, Cursor, Copilot, Codex, Gemini) on medium-to-large codebases
- you want to cut token costs and exploration overhead in AI coding sessions
- you need a fully local, privacy-preserving context layer with no cloud dependency
- you want zero-config setup that auto-connects to your AI tool
When to avoid
- you don't use AI coding assistants or MCP-compatible tools
- you need cross-repo, branch-aware, or org-scale features available only in the paid tiers
- your project uses languages outside its supported parser set
- you prefer your AI assistant to explore the codebase itself rather than receive pre-loaded context
Facets
cli-tool · maturity active
mcp search-engine rag developer-tools parser developer-tools large-language-models programming-languages windows cli python context-engine mcp-server code-graph token-optimization ai-coding-assistants semantic-graph local-first claude-code cursor copilot ai-agents macos linux nodejs
5 sources
- readme: https://github.com/kunal12203/GrapeRoot · fetched 2026-10-20 · 3bbe7238a1f5
- homepage: https://graperoot.dev · fetched 2026-08-29 · 4596df5f139a
- site_page: https://graperoot.dev/about · fetched 2026-08-29 · c6707cef8fdb
- site_page: https://graperoot.dev/docs · fetched 2026-08-29 · 0608b02e65bc
- site_page: https://graperoot.dev/pricing · fetched 2026-08-29 · a26cfb236cb4
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| kunal12203/GrapeRoot | main | 68 |
For agents
markdown · JSON · MCP: product_card(name="kunal12203/GrapeRoot")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem