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octocode

Verified Safe

by Muvon

Overview

An intelligent code indexer and semantic search engine that builds knowledge graphs of codebases, providing AI-powered assistance for development tasks like natural language search, smart commits, and code reviews, with local-first and multi-language support.

Installation

Run Command
octocode mcp --path /path/to/your/project

Environment Variables

  • VOYAGE_API_KEY
  • OPENROUTER_API_KEY

Security Notes

The project emphasizes local-first design for search and API keys are securely handled via environment variables, reducing the risk of hardcoded secrets. The Model Context Protocol (MCP) server runs locally with no external network access for search queries, limiting external exposure. No 'eval' or similar dangerous dynamic execution patterns were found in the provided source code snippets. Reliance on third-party AI models (Voyage AI, OpenRouter) implies dependency on their security, but Octocode's internal handling of API keys is sound.

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Stats

Interest Score69
Security Score8
Cost ClassMedium
Avg Tokens3000
Stars225
Forks16
Last Update2026-01-17

Tags

code indexingsemantic searchknowledge graphAI assistancecode reviewsmart commitsmulti-languagedeveloper toolslocal-firstLSP support