Google PageRank for AI agents. 25,000+ tools indexed.

codebase-memory-mcp MCP Server

DeusData/codebase-memory-mcp

Score: 73.3 ↓ 16.1% Rank #3443 Database
[![AgentRank](https://agentrank-ai.com/api/v1/badge/DeusData--codebase-memory-mcp)](https://agentrank-ai.com/tool/DeusData--codebase-memory-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of DeusData/codebase-memory-mcp? Claim this listing →

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.

Add AgentRank to Claude Code Discover and compare tools like DeusData/codebase-memory-mcp — your AI finds the right one automatically
Get API Access →
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

C MIT
claude-codecode-analysiscode-intelligencedeveloper-toolsknowledge-graphmcpmcp-servermodel-context-protocolsqlitetree-sittercodexcursorwindsurfaidergemini-cligraph-visualizationkilocodeopencodeastcypher

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 46,464

46,464 stars → extremely popular

Freshness 25% 15d ago

Last commit 15d ago → recently updated

Issue Health 25% 47%

569/1198 issues closed → many open issues

Contributors 10% 177

177 contributors → active community

Dependents 25% 6

6 dependents → few downstream users

npm Downloads N/A
PyPI Downloads N/A
Forks 3,820
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 629 open vs 569 closed issues — triaging stale issues improves health

Badge all embed codes →

AgentRank score for DeusData/codebase-memory-mcp
[![AgentRank](https://agentrank-ai.com/api/v1/badge/DeusData--codebase-memory-mcp)](https://agentrank-ai.com/tool/DeusData--codebase-memory-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/DeusData--codebase-memory-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/DeusData--codebase-memory-mcp" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="DeusData/codebase-memory-mcp"></script>

Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

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 desc
Read full README on GitHub →

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.