tree-sitter
AI-Powered Codebase Analysis.
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs.
Code-Graph-RAG parses a multi-language codebase with Tree-sitter, builds a knowledge graph of its structure in Memgraph, and lets you query, edit, and optimise that code in plain English. It works across a monorepo of mixed languages under one unified graph schema.
AI Code Retrieval with 95% Token Reduction.
Model-agnostic MCP server indexes your repo and hands any AI agent — Claude, GPT, Gemini — the exact function, class, or constant. No more 200K-token file dumps. More wins, fewer timeouts, lower bill.
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
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Semantic understanding on top of Git. Diff, blame, impact, log. Functions, not lines.
Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 26 languages via tree-sitter. Built for coding agents.
Build and query a graph database representation of source code.
Parse source code into queryable graphs of functions, classes, calls, and semantic annotations for security analysis.
Trailmark uses tree-sitter for language-agnostic AST parsing and rustworkx for high-performance graph traversal. The long-term vision is to combine this graph with mutation testing and coverage-guided fuzzing to identify gaps between assumptions and test coverage that are reachable from user input.
Stop burning tokens. Start reviewing smarter.
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
Claude Code re-reads your entire codebase on every task. code-review-graph fixes that. It builds a structural map of your code with Tree-sitter, tracks changes incrementally, and gives Claude precise context so it reads only what matters.
The Open-Source Static Analysis Toolkit.
Write SAST checkers with Globstar and run them in your CI with a single binary. It's fast, easy to write, and MIT-licensed. Globstar is a fast, feature-rich, and open-source static analysis toolkit for writing and running code checkers. Based on tree-sitter.