octocode: Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server

by Muvon · MCP Server · ★ 522

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install octocode

brew install muvon/tap/octocode
cargo install --git https://github.com/Muvon/octocode

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiai-agentsclaude-codeclicode-intelligencecode-searchcursordeveloper-toolsdoc-searchembeddings

Quick Facts

Stars522
Forks60
LanguageRust
CategoryMCP Server
LicenseApache-2.0
Quality Score64/100
Open Issues4
Last Updated2026-11-07
Created2025-06-01
Platformsclaude-code, cli, mcp, rust
Est. Tokens~26k

About octocode

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.

Compatible Skills

These tools work well together with octocode for enhanced workflows:

  • shodh-memory — semantic(0.26)+rare_topics+same_lang+similar_pop+shared_platform (53%)
  • blockoli — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (50%)
  • codegraph-rust — semantic(0.31)+rare_topics+same_lang+similar_pop+shared_platform (50%)
  • memory_agent_hub — semantic(0.17)+complementary+rare_topics+similar_pop (49%)

octocode alternative? Top 6 similar tools

Looking for a octocode alternative? If you're comparing octocode with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • grepai by yoanbernabeu · ⭐ 1.9k

    Semantic Search & Call Graphs for AI Agents (100% Local)

  • codegraph-rust by Jakedismo · ⭐ 888

    100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced

  • roam-code by Cranot · ⭐ 517

    Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 comman

  • rust-docs-mcp-server by Govcraft · ⭐ 300

    🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, use

  • mcp-memory-service by doobidoo · ⭐ 2.1k

    Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowl

  • atlassian-mcp-server by atlassian · ⭐ 1.1k

    Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucke

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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