[GitHub Trending] DeusData/codebase-memory-mcp

8.3 relevance

Advanced MCP server for codebase indexing into a knowledge graph, highly relevant for developer tools.

Open Source github.com

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Why It Matters

This reduces token and tool call overhead for AI-assisted code exploration, directly improving your AI agent workflows and platform engineering efficiency.

Key Takeaways

Evaluate codebase-memory-mcp as a local knowledge graph engine for your AI agents to dramatically slash context costs and boost structural query accuracy.

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 uses tree-sitter AST parsing and hybrid LSP semantic resolution across 162 languages to build a persistent knowledge graph, enabling AI coding agents to answer structural queries in under 1ms. It indexes the Linux kernel (28M LOC) in 3 minutes, provides 17 MCP tools, and achieves 83% answer quality with 10× fewer tokens and 2.1× fewer tool calls—all running 100% locally with no API keys or runtime dependencies.

Author

DeusData