tirth8205/code-review-graph
Some data may be outdated — see provenance labels.
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows. observed · 2026-10-01
Health v2 · maintenance only
79/100
- Activity 95
- Release rhythm 95
- Longevity 16
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: 2
- age_days: 236
- days_rel: 32
- days_push: 32
- n_releases_24m: 30
Adoption not part of the score
31880 stars · 2916 forks observed · 2026-10-01
What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-05, confidence 0.97
code-review-graph is a Python library that builds a local, incremental knowledge graph of a codebase using Tree-sitter. It serves compact, token‑efficient context to LLM‑based coding assistants via the Model Context Protocol (MCP).
Use cases
- Reduce token usage when reviewing code changes with AI assistants.
- Provide precise, relevant code context to LLMs for large repositories.
- Incrementally update a code knowledge graph as the codebase evolves.
- Enable token‑efficient code reviews in CI pipelines using MCP.
- Supply compact context for AI‑driven code suggestions in IDEs.
When to choose
- When you need token‑efficient context for LLM‑based code review tools.
- If you work with large codebases and want incremental indexing.
- When you use the Model Context Protocol (MCP) to feed AI models.
When to avoid
- If you are not using MCP or an LLM that accepts external context.
- For very small projects where the overhead of a knowledge graph is unnecessary.
- When you require a full‑featured IDE integration rather than a CLI/library solution.
Facets
library · maturity active
parser cli artificial-intelligence developer-tools python cli mcp tree-sitter token-efficiency code-intelligence incremental-indexing knowledge-graph
3 sources
- readme: https://github.com/tirth8205/code-review-graph · fetched 2026-10-01 · a67bc44b2ae3
- homepage: https://code-review-graph.com · fetched 2026-09-21 · 150ac491b3c4
- registry_pypi: https://pypi.org/pypi/code-review-graph/json · fetched 2026-09-21 · 6b142852fb96
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| tirth8205/code-review-graph | main | 79 |
For agents
markdown · JSON · MCP: product_card(name="tirth8205/code-review-graph")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem