CodeGraphContext
CodeGraphContext is an MCP server and command-line tool that maps a local code project into a graph so AI assistants can understand how its parts connect.
What it is good for
- Tracing which functions call each other across a codebase
- Giving an AI coding assistant context about a large project
- Finding dead code and unexpected dependencies in a repository
- Visualizing how files and classes relate inside a project
At a glance
- Who it is for
- Setup
- Guided command-line setup
Level 4 of 5. You copy and paste commands into a terminal by following the instructions. Comfortable territory for vibe coders.
- Cost
- Free and open source
- Type
- MCP server or connector
- Tasks
- Works with
- Claude Desktop, Neo4j, FalkorDB, KuzuDB
Momentum
- Rank this week
- Not ranked yet
- Best rank
- None yet
- GitHub stars
- 4,373
GitHub numbers as of Nov 2, 2026. Updated weekly.
Official links
Setup steps are on the official pages. We do not repeat them here, since they change.
Questions
- Is CodeGraphContext free?
- Yes. It is free and open source (MIT license).
- Do I need to know how to code to use CodeGraphContext?
- You do not need to write code, but setup means copying and pasting commands into a terminal by following its instructions.
- What does CodeGraphContext work with?
- According to its own documentation, it works with Claude Desktop, Neo4j, FalkorDB, and KuzuDB.
- What is CodeGraphContext good for?
- Tracing which functions call each other across a codebase, giving an AI coding assistant context about a large project, finding dead code and unexpected dependencies in a repository, and visualizing how files and classes relate inside a project.
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