Codebase Memory MCP — Code Intelligence for AI Agents

Introduction

Codebase Memory MCP is the fastest code-intelligence engine for AI coding agents, with 1,300+ GitHub stars. Millisecond-scale indexing for typical repos; 3 minutes for the Linux kernel (28M lines, 75K files). Built on tree-sitter AST parsing with support for 66 programming languages and sub-millisecond graph queries. Ideal for developers using MCP clients like Claude Code and Cursor.

Codebase Memory MCP — Full Code Intelligence Engine

Core Features

• 66 languages — JS, Python, Go, Rust, Java, C++, and more
• Sub-ms queries — knowledge graph backed by SQLite
• 14 MCP tools — search, tracing, architecture analysis, dead-code detection
• 3D graph visualization — built-in UI to explore code relationships
• Git diff impact analysis — understand the blast radius of code changes
• Single-file binary — zero dependencies, download and run

Performance Benchmarks

FAQ

Q: What is Codebase Memory MCP? A: A high-performance MCP server that indexes entire codebases into a queryable knowledge graph, giving AI agents deep understanding of code structure.

Q: Is it free? A: Completely free and open source under the MIT license.