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octomind

by Muvon

Overview

Octomind is a session-first AI development assistant with built-in Model Context Protocol (MCP) tools and multi-provider AI support, enabling interactive AI conversations, code analysis, file system management, and web research.

Installation

Run Command
octomind server

Environment Variables

  • BRAVE_API_KEY
  • OPENROUTER_API_KEY
  • OPENAI_API_KEY
  • ANTHROPIC_API_KEY
  • GOOGLE_APPLICATION_CREDENTIALS
  • AWS_ACCESS_KEY_ID
  • CLOUDFLARE_API_TOKEN
  • DEEPSEEK_API_KEY
  • SHELL
  • HOME
  • HISTFILE

Security Notes

The server offers powerful AI capabilities, including direct shell command execution (`shell()` tool), extensive file system modifications (`text_editor()` tools like `create`, `str_replace`, `insert`, `line_replace`, `batch_edit`), and semantic code refactoring (`ast_grep()` tool). These features grant the AI significant control over the local environment. While the implementation isolates spawned child processes and uses environment variables for API keys (good practices), the inherent design allows the AI to execute arbitrary commands and make substantial changes. If a malicious prompt is introduced or the AI misinterprets instructions, this could lead to unintended or destructive actions. Therefore, it is *not inherently safe* to run without careful monitoring and a trusted AI model. The WebSocket server (defaulting to `127.0.0.1:8080`) should not be exposed to the public internet.

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Stats

Interest Score44
Security Score3
Cost ClassMedium
Avg Tokens750
Stars32
Forks3
Last Update2025-11-29

Tags

AI assistantdevelopment toolsMCP protocolmulti-provider AIsession managementcode analysisweb searchcost trackinglayered architecturedeveloper experience