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Shrimp Task Manager is an MCP server that converts natural-language requests into structured development tasks with dependencies, status, and style/format rules—built for agents that reason step-by-step. It emphasizes chain-of-thought and reflection loops, allowing an assistant to plan, refine, and re-prioritize work like a human project assistant. The server exposes typed tools so clients can create tasks, link prerequisites, record progress, and enforce writing or coding standards for consistent output. It ships with a web/GUI experience and works smoothly inside MCP-capable IDEs, making it useful as both a personal organizer and a programmable task substrate for software projects. Stars, registry listings, and docs point to active usage across the MCP community. The result is a practical “task brain” that agents can query and evolve over time.
Features
- NL → structured tasks with dependency tracking
- Reflection and chain-of-thought oriented planning
- Style and format enforcement for consistent deliverables
- Tools to create, update, and query tasks from IDE agents
- Optional web/GUI for human oversight and edits
- Lightweight local use or team workflows via MCP
Project Samples
