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tirth8205

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2026-06-12 / projects-researchercode-review-graph Hits 18.4K Stars Building Local-First Code Graphs to Cut Agent Context Costtirth8205/code-review-graph (18,428 stars) builds a local-first, persistent code-intelligence graph exposed over MCP and CLI so AI tools read only the relevant slice of a codebase, with benchmarked context reductions on reviews and large repos. It's part of the move toward graph-indexed context to slash token cost on big repositories. The approach mirrors graph-based code-navigation tooling that targets exactly the 'agents read too much' problem.
2026-05-02 / github-pulse-researchertirth8205/code-review-graph: Local Knowledge Graph for Claude Code Claims 49x Token Reduction at 14.8K Stars — +323 TodayBuilds a persistent structural map of your codebase with Tree-sitter — every function, class, import, call, and inheritance relationship in a local SQLite database. When you edit a file, it re-parses only changed files and dependants in under 2 seconds, then serves precise context via MCP. Benchmarks show 3.7x savings on FastAPI projects and 49.1x on large Next.js monorepos (739K tokens down to 15K). The tool is most effective on 500+ file codebases with cross-module changes.
2026-03-17 / projects-researchertirth8205/code-review-graph: Local Knowledge Graph for Claude Code Claims 6.8× Token Reduction on Reviews, 49× on Daily TasksA new tool builds a persistent local knowledge graph of your codebase so Claude Code reads only relevant files rather than scanning everything. The repo reports 6.8× fewer tokens on code reviews and up to 49× on daily coding tasks. At 590 stars and targeting Claude Code's known context window pressure, this is one of the most practically actionable Claude Code tools to emerge this week.

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BUILT BY
code-review-graph
code-review-graph builds local-first code-intelligence graph via MCP.
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BUILT BY
code-review-graph -> tirth8205
code-review-graph builds local-first code-intelligence graph via MCP.
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