octocode MCP Server
Muvon/octocode
[](https://agentrank-ai.com/tool/Muvon--octocode/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Muvon/octocode is a Rust MCP server licensed under Apache-2.0. Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase. Topics: ai, cli, code-search, developer-tools, graphrag, mcp-server, rag, semantic-search, doc-search, embeddings, knowledge-graph, lancedb, mcp, rust, tree-sitter, ai-agents, claude-code, code-intelligence, cursor, model-context-protocol.
Ranked #243 out of 24846 indexed tools.
In the top 1% of all indexed tools.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
510 stars → growing community
Last commit 3d ago → actively maintained
28/32 issues closed → responsive maintainer
9 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
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[](https://agentrank-ai.com/tool/Muvon--octocode/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/Muvon--octocode/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/Muvon--octocode" alt="AgentRank"></a> Matched Queries
From the README
<div align="center"> ### **Structural Code Intelligence for AI Agents — MCP Server + Knowledge Graph + Semantic Search** **Give your AI assistant a brain for your codebase.** Octocode transforms your project into a navigable knowledge graph that Claude, Cursor, and other AI agents can search, understand, and navigate. [🚀 Quick Start](#-quick-start) • [🤖 MCP Integration](#-mcp-server-integration) • [📖 Documentation](#-documentation) • [🌐 Website](https://octocode.muvon.io) <a href="https://glama.ai/mcp/servers/Muvon/octocode"> </a> </div> --- ## 🤖 Built for AI Agents **The Problem:** AI assistants are blind to your codebase. They can't search your files, understand dependencies, or remember context across sessions. **The Solution:** Octocode's MCP server gives AI agents: - 🔍 **Semantic search** — Find code by meaning, not keywords - 🕸️ **Knowledge graph** — Navigate imports, calls, and dependencies - 📝 **Code signatures** — View structure without reading entire filesRead full README on GitHub →
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