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GitNexus - Zero-Server Code Intelligence Engine (Knowledge Graphs for AI Agents)
GitNexus is the zero-server code intelligence engine that turns any codebase into an interactive knowledge graph with a built-in Graph RAG Agent.
With 39,800+ GitHub stars and 4,500+ forks, GitNexus indexes your repo using Tree-sitter parsing, resolves every dependency, call chain, and execution flow, then exposes it through 16 MCP tools so AI agents never miss code.
Key Features:
- 16 MCP Tools for AI agents (impact analysis, hybrid search, context, Cypher queries)
- 4 auto-installed agent skills (Exploring, Debugging, Impact Analysis, Refactoring)
- Web UI runs entirely in browser with WebAssembly - no server needed
- 14 language support (TypeScript, Python, Java, Rust, Go, C#, Kotlin, PHP, Ruby, Swift, C, C++, Dart, JavaScript)
- Docker one-command setup with Cosign-signed images
- Everything runs locally - no code ever leaves your machine
How it works:
1. Structure - Walk file tree, map relationships
2. Parsing - Tree-sitter AST extraction
3. Resolution - Imports, calls, heritage, types
4. Clustering - Functional communities + process traces
Works with Claude Code, Cursor, Codex, Windsurf, and OpenCode.
Resources:
GitHub: https://github.com/abhigyanpatwari/GitNexus
Web UI: https://gitnexus.vercel.app
Enterprise: https://akonlabs.com
npm: npm install -g gitnexus
#GitNexus #CodeIntelligence #KnowledgeGraph #MCP #GraphRAG #AI #OpenSource #DeveloperTools
Видео GitNexus - Zero-Server Code Intelligence Engine (Knowledge Graphs for AI Agents) канала Kuro
With 39,800+ GitHub stars and 4,500+ forks, GitNexus indexes your repo using Tree-sitter parsing, resolves every dependency, call chain, and execution flow, then exposes it through 16 MCP tools so AI agents never miss code.
Key Features:
- 16 MCP Tools for AI agents (impact analysis, hybrid search, context, Cypher queries)
- 4 auto-installed agent skills (Exploring, Debugging, Impact Analysis, Refactoring)
- Web UI runs entirely in browser with WebAssembly - no server needed
- 14 language support (TypeScript, Python, Java, Rust, Go, C#, Kotlin, PHP, Ruby, Swift, C, C++, Dart, JavaScript)
- Docker one-command setup with Cosign-signed images
- Everything runs locally - no code ever leaves your machine
How it works:
1. Structure - Walk file tree, map relationships
2. Parsing - Tree-sitter AST extraction
3. Resolution - Imports, calls, heritage, types
4. Clustering - Functional communities + process traces
Works with Claude Code, Cursor, Codex, Windsurf, and OpenCode.
Resources:
GitHub: https://github.com/abhigyanpatwari/GitNexus
Web UI: https://gitnexus.vercel.app
Enterprise: https://akonlabs.com
npm: npm install -g gitnexus
#GitNexus #CodeIntelligence #KnowledgeGraph #MCP #GraphRAG #AI #OpenSource #DeveloperTools
Видео GitNexus - Zero-Server Code Intelligence Engine (Knowledge Graphs for AI Agents) канала Kuro
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