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MCP server

CodeGraphContext

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants

by CodeGraphContext · MIT · 4.4k GitHub stars

DoesDatabasesTerminal and system

Source on GitHub ↗

Set up

There is no one click route for this server yet. Its author documents setup only in the README, and Cheatcode could not start it from a published package or hosted address in its checks.

Open the README ↗

See it in use

An illustration, not a recording: it was not run here because it needs the codegraphcontext Python package installed with a graph database, and Cheatcode_ has no one click setup for it yet. The request and steps follow the package's own instructions, and what it shows last (its instructions) is cut unedited from README.md, lines 740 to 775. The billing code is invented for this example; Acme Notes is a fictional note-taking app.
The result
Its instructionsIts instructions: The work as its instructions describe it, from README.md, lines 740 to 775, unedited. Not from a recorded session.

A list of the code a change would reach, plus any dead code, from a graph of your own project.

The work as its instructions describe it, from README.md, lines 740 to 775, unedited. Not from a recorded session.

Open the whole result
Try it

After installing, start a new session and say: Use the CodeGraphContext MCP server to index this project and tell me which functions call the one I am about to change.

What else it can do, and its limits
  • An MCP server and a codegraphcontext command line that index local code into a graph database
  • Answers where code is defined, who calls a function, class hierarchies, imports and call chains across files
  • Finds dead code and the most complex functions, and can watch a folder to keep the graph current
  • Needs Python and pip, plus an embedded database such as KuzuDB or FalkorDB Lite, or Neo4j for large graphs
  • Works locally, with no remote service; it must index a project before it can answer

Illustration Drawn Oct 26, 2026 from the package's own files (README.md). Not a recorded session: nothing was run, and what it shows comes from the package itself.

About

Where this comes from. Listed from the public repository CodeGraphContext/CodeGraphContext. Cheatcode does not host or proxy it. CodeGraphContext is not affiliated with Cheatcode and has not claimed this listing yet.

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Versions

vlistedListed from CodeGraphContext/CodeGraphContext · 2026-09-28