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code-graph-context

Active·★ 14·MIT·Updated 2026-05-13
★ Trending★ RAG / Knowledge Base★ Data Processing

A Model Context Protocol (MCP) server that builds rich code graphs to provide deep contextual understanding of TypeScript codebases to Large Language Models.

Code Graph Context is an MCP server that builds a semantic graph of TypeScript codebases, enabling AI assistants like Claude to understand dependencies, perform impact analysis, and coordinate multi-file changes. It supports local or OpenAI embeddings, incremental parsing, and swarm coordination for parallel refactoring.

#ai-code-analysis#claude-code#code-graph-rag#developer-tools#graph-database#graphrag#mcp-server#mcp-servers
$ Install
$ npm install -g code-graph-context && code-graph-context init
↗ Visit site★ GitHub
01

Features

01Multi-project support with complete isolation
02Semantic code search via vector embeddings
03Framework-aware parsing with custom schema support
04Weighted graph traversal for impact analysis
05Swarm coordination for parallel multi-agent tasks
02

Compatibility

Node.js
Node.js >=18
Verified via docs
Python
Python >=3.10
Verified via docs
Docker
Docker
Verified via docs
Neo4j
Neo4j 5.23+
Verified via docs
NestJS
NestJS Compatible
Verified via docs
OpenAI
OpenAI Optional
Verified via docs
03

Quick start

1
$ npm install -g code-graph-context
2
$ code-graph-context init
04

Use cases

↳Understand codebase dependencies and perform refactoring risk analysis
↳Find duplicate code, dead code, and semantic similarities
↳Coordinate multiple AI agents for parallel code changes
05

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Related searches

code-graph-context AlternativesBest RAG / Knowledge Base Tools 2026Open Source RAG / Knowledge Basecode-graph-context Tutorialcode-graph-context Vs Competitorsai-code-analysisclaude-codecode-graph-rag

Comments

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  • Quinn Rivera
    Quinn RiveraMay 14, 2026

    Code graph provides relationship context that flat file reading misses.

  • Elliot Chen
    Elliot ChenMay 12, 2026

    Works with multi-language codebases for comprehensive graph construction.

  • E
    Elliot KimMay 8, 2026

    Rich code graph context via MCP for deep AI understanding of codebases.

  • E
    Elliot PatelApr 3, 2026

    Good for AI coding tools that need structural code understanding beyond text.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 14
Last commit2w ago
StatusActive
LicenseMIT
CategoryRAG / Knowledge Base
Trend (30d)
+0.5↑ 0.7%
Links
Documentation↗Discussion↗Issues↗Releases↗

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