Skip to content

[GitHub Trending] DeusData/codebase-memory-mcp

8.2 relevance
Score Breakdown
technical depth
9
novelty
8
actionability
8
community
7
strategic
6
personal
10

Scored daily by a customisable AI persona to surface the most relevant engineering leadership news.

High-performance MCP server for code intelligence using knowledge graph; directly applicable to AI code understanding.

Open Source github.com
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
Summary

Codebase-Memory-MCP is a single static binary that indexes entire codebases into a persistent knowledge graph using tree-sitter AST parsing and hybrid LSP semantic resolution across 158 languages, indexing the Linux kernel (28M LOC, 75K files) in 3 minutes and answering structural queries in under 1ms. It ships with 14 MCP tools, auto-detects and configures 11 coding agents (Claude Code, Codex CLI, Gemini CLI, etc.), and runs fully locally with zero dependencies. Benchmarks show 83% answer quality, 10× fewer tokens, and 2.1× fewer tool calls versus file-by-file exploration across 31 repositories.

Author

DeusData