Home › Development › Ouroboros

Ouroboros

Pins an acceptance spec; the verify command and expected output never enter the success contract.

Python Local macOSWindowsLinux

★ 6,350 stars Last pushed 2026-11-08 License: MIT

View repository →

Connect

Review any command before running it. Package names and URLs come from the server's own registry entry.

uvx ouroboros-ai

Or add to your MCP client config:

{
  "mcpServers": {
    "ouroboros": {
      "command": "uvx",
      "args": [
        "ouroboros-ai"
      ]
    }
  }
}

This server takes extra arguments — see its repository.

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

MCP server for terminal commands, file operations, and process management

Index local code into a graph database to give AI assistants context, with graphical code visualizations for humans.

Desktop GUI automation on Windows, macOS and Linux via accessibility APIs instead of screenshots, plus workflow recording, data extraction…

Coding agent with basic read, write and command line tools.

Framework for building multi-agent systems that coordinate over MCP, with task management, shared context and RAG.

Data from the Official MCP Registry