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code-review-graph

Local code knowledge graph serving compact review context to AI coding tools over MCP

open-sourcemcp-servers
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31.2k31.9k32.5kSep 30Oct 2

Overview

Builds a structural map of a codebase using Tree-sitter and serves compact context over MCP to AI coding assistants. It integrates with platforms like Cursor, Claude Code, and Cline to reduce the context they need to read. The tool installs MCP servers and hooks to keep the graph updated incrementally.

Deep Analysis

Key Differentiator

Provides AI coding tools with a local, persistent structural map of the codebase to drastically reduce the context they need to read.

⚡ Capabilities

  • • Builds a persistent AST-based map of a codebase
  • • Serves context to AI coding tools via MCP
  • • Incrementally updates the graph
  • • Integrates with multiple AI coding platforms

🔗 Integrations

MCP (Model Context Protocol)CursorClaude CodeClineWindsurfZedContinueGitHub Copilot

✓ Best For

  • ✓ Reducing context size for AI code reviews
  • ✓ Improving AI coding tool performance on large repositories
  • ✓ Providing precise code change context to assistants

✗ Not Ideal For

  • ✗ End-user chatbot creation
  • ✗ Generic AI content generation
  • ✗ Non-AI development tools

⚠ Known Limitations

  • ⚠ Requires Python 3.10+
  • ⚠ Initial build time scales with repository size
  • ⚠ Partial parse failures leave some files unprocessed

Alternatives

G
Graft
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MCP server indexing codebases into a persistent knowledge graph with tree-sitter and hybrid LSP
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Graphify
Local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph
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c
claude-context
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
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See all 8 code-review-graph alternatives →

Works with code-review-graph

Tools that integrate with code-review-graph, often used together in the same stack.

C
Cursor
The AI Code Editor
C
Claude Code
Agentic coding tool that understands codebases and handles tasks and Git workflows from your terminal
C
Continue
⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI

Compare code-review-graph

code-review-graph vs DBXcode-review-graph vs codebase-memory-mcpcode-review-graph vs Pascal Editorcode-review-graph vs World Monitorcode-review-graph vs OpenSEOcode-review-graph vs Context Mode

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