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codegraph
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codegraph

Active·★ 61·Apache-2.0·Updated 2026-05-29
★ Trending★ Code Assistant★ RAG / Knowledge Base

Always-fresh code dependency graph — sub-second incremental rebuilds, function-level tracing across 11 languages, 13-tool MCP server for AI agents, git diff impact analysis, local semantic search. Zero API keys required.

Codegraph provides AI coding assistants with an always-current, function-level dependency graph of an entire codebase, built locally and open source. This allows AI to understand code structure instantly, reducing token waste and improving accuracy for complex tasks like refactoring and debugging.

#AI Coding Assistant#Code Analysis#Dependency Graph#Semantic Search#Incremental Builds#Multi-language#AI Agent Tools
$ Install
$ npm install -g @optave/codegraph
↗ Visit site★ GitHub
01

Features

01Sub-second incremental rebuilds for an always-fresh dependency graph.
02Function-level code analysis, tracing calls and dependencies within and across files.
03Built for AI agents with a 19-tool Model Context Protocol (MCP) server for direct querying.
04Git diff impact analysis to show affected functions and callers from staged or unstaged changes.
05Embeddings-powered local semantic search for natural language queries.
02

Compatibility

Node.js
Runtime
Verified via docs
tree-sitter
Core Parser
Verified via docs
SQLite
Database
Verified via docs
JavaScript
Language
Verified via docs
TypeScript
Language
Verified via docs
Python
Language
Verified via docs
03

Quick start

1
$ npm install -g @optave/codegraph
04

Use cases

↳Improve AI agent's understanding of codebase structure, eliminating repeated re-orientation.
↳Perform impact analysis before code changes, preventing silent bugs and dependency breakage.
↳Identify dead code and classify architectural roles (e.g., entry, core, utility) of symbols.
↳Facilitate semantic search for functions by natural language intent rather than exact names.
↳Detect and visualize circular dependencies at file or function levels to improve code quality.
05

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Related searches

codegraph AlternativesBest Vision / Multimodal Tools 2026Open Source Vision / Multimodalcodegraph Tutorialcodegraph Vs CompetitorsAI Coding AssistantCode AnalysisDependency Graph

Comments

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  • Harley Rivera
    Harley RiveraMay 12, 2026

    Used continuously during development, the speed means it stays current without overhead

  • E
    Emerson DavisApr 3, 2026

    Sub-second incremental code graph rebuilds make this practical for active development

  • K
    Kendall WhiteMar 21, 2026

    Always-fresh dependency data prevents stale analysis that misleads refactoring decisions

  • C
    Casey NguyenFeb 28, 2026

    The incremental rebuild approach is the key differentiator over batch analysis tools

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 61
Last commit1d ago
StatusActive
LicenseApache-2.0
CategoryVision / Multimodal
Trend (30d)
+2.4↑ 0.7%
Links
Documentation↗Discussion↗Issues↗Releases↗

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