DeusData/codebase-memory-mcp

What it does

DeusData/codebase-memory-mcp is a code intelligence engine that transforms entire repositories into structured knowledge graphs. It indexes functions, classes, call chains, HTTP routes, and cross-service links, making complex codebases queryable and understandable to AI models. The tool supports 159 programming languages through Tree-sitter and includes hybrid LSP capabilities for deep structural analysis.

How to set up

This is an MCP (Model Context Protocol) server that integrates with compatible AI platforms. Installation typically involves: 1) Cloning the repository from GitHub, 2) Installing dependencies via your package manager, 3) Configuring the MCP server connection in your AI tool settings, 4) Running the indexing process on your target codebase. Specific setup instructions are available in the repository's documentation.

Key features

• Multi-language support: 159 languages via Tree-sitter parser
• Persistent knowledge graph storage of code structure
• Hybrid LSP integration for semantic understanding
• Structural query capabilities for code exploration
• Significant token efficiency (~99% reduction)
• Cross-service relationship mapping
• Call chain analysis and visualization