octocode
Verified Safeby Muvon
Overview
Octocode is an intelligent code indexer, semantic search engine, and knowledge graph builder that provides AI-powered assistance for developers.
Installation
octocode mcp --path /path/to/your/projectEnvironment Variables
- VOYAGE_API_KEY
- OPENROUTER_API_KEY
Security Notes
The system follows good practices for API key management (environment variables). The Model Context Protocol (MCP) server runs locally, limiting external exposure. However, AI-powered features for descriptions, relationships, commits, and reviews may send code snippets or metadata to external LLM providers (Voyage AI, OpenRouter), which is a data privacy/egress consideration. Local-first embedding options (FastEmbed, SentenceTransformer) are available, but only fully offline on macOS.
Similar Servers
mcp-server-csdn
The server automatically publishes Markdown articles to the CSDN platform, acting as a tool called by a Spring AI agent.
ancplua-mcp
This project provides C#/.NET Model Context Protocol (MCP) servers that expose a robust set of development tools for filesystem, Git, CI, Roslyn code analysis, and multi-AI orchestration, designed for integration into AI-assisted development workflows.
mcp-fileop
A stateful MCP server for efficient, memory-mapped file operations, designed for VS Code integration, CLI tools, and web applications requiring streaming and progress updates.
MCP-SERVER
An AI chatbot server integrating Google Gemini with Gmail via Model Context Protocol for intelligent email interaction.