JudiniLabs MCP Code Graph
The MCP Code Graph server enables Claude and other AI assistants to interact with knowledge graphs of code repositories, providing tools to query, analyze, and understand codebases through semantic search, dependency tracking, and direct relationship exploration. It supports both public graphs from DeepGraph (requiring no account) and private graphs from CodeGPT accounts, offering capabilities like retrieving source code, finding connections between functions, searching documentation, and analyzing usage dependencies. This solves the problem of giving AI assistants deep contextual understanding of large codebases for more accurate code analysis and generation tasks.
- GitHub stars
- 392
- tools
- 7
- last updated
- Jan 15, 2026
Tools
7 toolsPublic tool metadata for what this MCP can expose to an agent.
list-graphsLists available repository graphs with basic information.
Lists available repository graphs with basic information.
No parameter schema in public metadata yet.
get-codeRetrieves the complete source code for a specific functionality from the graph.
Retrieves the complete source code for a specific functionality from the graph.
No parameter schema in public metadata yet.
find-direct-connectionsExplores the direct relationships of a functionality within the code graph.
Explores the direct relationships of a functionality within the code graph.
No parameter schema in public metadata yet.
nodes-semantic-searchSemantically searches for code functionalities using natural language.
Semantically searches for code functionalities using natural language.
No parameter schema in public metadata yet.
docs-semantic-searchSemantically searches repository documentation.
Semantically searches repository documentation.
No parameter schema in public metadata yet.
get-usage-dependency-linksAnalyzes and lists functionalities affected by changes to a code entity.
Analyzes and lists functionalities affected by changes to a code entity.
No parameter schema in public metadata yet.
folder-tree-structureRetrieves the tree structure of a folder in the repository.
Retrieves the tree structure of a folder in the repository.
No parameter schema in public metadata yet.
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageReadme
Deep Graph MCP Server by CodeGPT
A Model Context Protocol server that enables seamless interaction with Code Graphs.
How this works
This MCP allows you to interact with knowledge graphs available in your CodeGPT account or with public graphs from DeepGraph.
Details
- Repository
- github.com/judinilabs/mcp-code-graph