Revolutionize Your Workflow with MCP Shrimp Task Manager for Cursor IDE

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Enhance your programming efficiency with MCP Shrimp Task Manager—a smart task management system based on the Model Context Protocol (MCP). Designed to work seamlessly with Cursor IDE, it guides AI Agents through structured task workflows and advanced memory management, helping you avoid redundant work and continuously learn from previous experiences.

What You Gain

  • Efficient Task Planning & Execution:
    MCP Shrimp Task Manager intelligently analyzes your coding requirements, automatically breaking down complex projects into manageable tasks. This streamlines your workflow so you can focus on creative problem solving instead of repetitive operations.
  • Avoid Redundant Work:
    With its task memory feature, the system stores detailed execution histories to prevent duplicate efforts. Benefit from an ever-growing knowledge base that helps you reuse proven solutions and optimize your development process.
  • Real-Time Status Monitoring:
    Stay updated with dynamic progress tracking. Monitor task execution in real time, ensuring that every step is accurately tracked—from initial planning to final verification.
  • Optimized Dependency & Complexity Handling:
    The system handles intricate task dependencies and assesses task complexity automatically. This means fewer errors and smoother execution, even in large-scale projects.
  • Learning and Continuous Improvement:
    By recording and reviewing past tasks, MCP Shrimp Task Manager enables you to learn from successful experiences and avoid previous pitfalls. Over time, this leads to a more refined and efficient development cycle.

How It Works with Cursor IDE

MCP Shrimp Task Manager is fully compatible with MCP-supported clients like Cursor IDE. You can configure the server either globally or on a per-project basis. Just update your mcp.json settings with the appropriate command, arguments, and absolute paths for the data directory to get started effortlessly.

Important: Make sure to use an absolute path for the DATA_DIR to avoid issues such as data loss or inconsistent behavior.

Get Started Today

Explore the powerful benefits of automated task planning, real-time status tracking, and intelligent memory features. Visit the MCP Shrimp Task Manager repository to dive into the code and detailed documentation, and start streamlining your workflow with Cursor IDE.

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In the past two days, many task workflow task management systems have appeared

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Yes, it’s definitely a hot space lately! What sets Shrimp Task Manager apart is its MCP-based architecture for agent-guided task workflows. Unlike traditional checklist-style task tools, Shrimp is built to enable smarter, context-aware task management through:

  • Task memory & redundancy prevention: It logs detailed execution history so agents can avoid repeating past work and build on proven solutions.
  • Automatic dependency & complexity analysis: Tasks are not just listed—they’re structured intelligently based on interdependencies and difficulty.
  • Real-time status tracking: See progress clearly from planning to completion, keeping both devs and agents aligned.
  • Agent-guided planning: Instead of hardcoding task flows, Shrimp lets agents proactively analyze context and generate project-specific task structures.
  • Reflection-like capabilities: Shrimp implements a mechanism inspired by Reflection Agents, enabling agents to review past performance, learn from outcomes, and iteratively improve their strategies and outputs.

If you’re looking for something beyond static task lists—a system where AI can actively think, learn, and evolve with your project—give Shrimp a try :shrimp:

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Nice AI written reply :laughing:

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