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by gumagumaguma • Tools & CLI
A Dockerized MCP server that lets you register prompts as reusable commands and enables AI agents to query and execute them using an 'am' command format.
Store and reuse prompt templates as named commands to ensure consistent outputs
Fetch command definitions from a local MCP server and execute them when receiving 'am' prefixed inputs
A Dockerized development environment with a Manager UI to create, manage, and combine commands into workflows
Commander provides a prompt/command management UI and an MCP server so agents can retrieve command definitions and run prompt-based workflows. It includes a Manager UI to create and manage commands, a sample hello_world command, and instructions to integrate with Cursor via CursorRules (using the 'am' prefix). The project is intended to be run via Docker Compose and recommends Claude-3.7-sonnet thinking for reliable command recognition. This setup makes it easy to reuse prompts, compose multi-step workflows, and standardize agent interactions.
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