codebase-memory-mcp MCP Server
DeusData/codebase-memory-mcp
[](https://agentrank-ai.com/tool/DeusData--codebase-memory-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) 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 binary, zero dependencies.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
DeusData/codebase-memory-mcp is a C MCP server licensed under MIT. 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 binary, zero dependencies. Topics: claude-code, code-analysis, code-intelligence, developer-tools, knowledge-graph, mcp, mcp-server, model-context-protocol, sqlite, tree-sitter, codex, cursor, windsurf, aider, gemini-cli, graph-visualization, kilocode, opencode, ast, cypher.
Ranked #3443 out of 24846 indexed tools.
Has 46,464 GitHub stars.
Has 177 contributors.
Ecosystem
Score Breakdown
46,464 stars → extremely popular
Last commit 15d ago → recently updated
569/1198 issues closed → many open issues
177 contributors → active community
6 dependents → few downstream users
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
From the README
# codebase-memory-mcp **The fastest and most efficient code intelligence engine for AI coding agents.** Full-indexes an average repository in milliseconds, the Linux kernel (28M LOC, 75K files) in 3 minutes. Answers structural queries in under 1ms. Ships as a native executable with a small verified runtime-asset set for macOS, Linux, and Windows — download, run `install`, done. High-quality parsing through [tree-sitter](https://tree-sitter.github.io/tree-sitter/) AST analysis across all 162 languages, enhanced with [**Hybrid LSP** semantic type resolution](#hybrid-lsp) for Python, TypeScript / JavaScript / JSX / TSX, PHP, C#, Go, C, C++, Java, Kotlin, Rust, and Perl — producing a persistent knowledge graph of functions, classes, call chains, HTTP routes, and cross-service links. 17 MCP tools. No language runtime, hosted service, or API key. Plug and play across 45 supported automatic/conditional client surfaces. > **Research** — The design and benchmarks behind this project are descRead full README on GitHub →
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