shashankss1205/codegraphcontext
by Various
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
MCP
shashankss1205/codegraphcontext
Added 1 June 2026
Overview
An MCP server and CLI tool that indexes local source code into a graph database. It surfaces structural context about code relationships to AI assistants for more informed responses.
Best for
Best for
Developers who want to give LLM assistants a structured map of their codebase
Use cases
- Provide AI coding assistants with dependency and call-graph context
- Explore codebases through graph queries on relationships
- Feed structured code metadata into MCP-compatible workflows
Notes
An MCP server and CLI tool that indexes local source code into a graph database. It surfaces structural context about code relationships to AI assistants for more informed responses.
3,549 stars on GitHub. Last updated 2026-06-01. Licensed MIT.
Use cases
- Provide AI coding assistants with dependency and call-graph context
- Explore codebases through graph queries on relationships
- Feed structured code metadata into MCP-compatible workflows
Pros
- Open source with strong community traction (3,549 stars)
- Follows the Model Context Protocol for easy integration with AI tools
- Python-based CLI keeps setup lightweight for Python projects
Cons
- Requires running a local graph database instance
- Limited to languages supported by the indexing parser
- MCP ecosystem adoption is still growing
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Open source with strong community traction (3,549 stars)
- Follows the Model Context Protocol for easy integration with AI tools
- Python-based CLI keeps setup lightweight for Python projects
Cons
- Requires running a local graph database instance
- Limited to languages supported by the indexing parser
- MCP ecosystem adoption is still growing
Pairs with
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