mcp-shell-server

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

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

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

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.