AI prompts
base on Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems. [๐บ๐ธ English](README.md) | [๐ฉ๐ช Deutsch](docs/de/README.md) | [๐ช๐ธ Espaรฑol](docs/es/README.md) | [๐ซ๐ท Franรงais](docs/fr/README.md) | [๐ฎ๐น Italiano](docs/it/README.md) | [๐ฎ๐ณ เคนเคฟเคจเฅเคฆเฅ](docs/hi/README.md) | [๐ฐ๐ท ํ๊ตญ์ด](docs/ko/README.md) | [๐ง๐ท Portuguรชs](docs/pt/README.md) | [๐ท๐บ ะ ัััะบะธะน](docs/ru/README.md) | [๐จ๐ณ ไธญๆ](docs/zh/README.md)
# MCP Shrimp Task Manager
> ๐ฆ **Intelligent task management for AI-powered development** - Break down complex projects into manageable tasks, maintain context across sessions, and accelerate your development workflow.
<div align="center">
[](https://www.youtube.com/watch?v=Arzu0lV09so)
**[Watch Demo Video](https://www.youtube.com/watch?v=Arzu0lV09so)** โข **[Quick Start](#-quick-start)** โข **[Documentation](#-documentation)**
[](https://smithery.ai/server/@cjo4m06/mcp-shrimp-task-manager)
<a href="https://glama.ai/mcp/servers/@cjo4m06/mcp-shrimp-task-manager"><img width="380" height="200" src="https://glama.ai/mcp/servers/@cjo4m06/mcp-shrimp-task-manager/badge" alt="Shrimp Task Manager MCP server" /></a>
</div>
## ๐ Quick Start
### Prerequisites
- Node.js 18+
- npm or yarn
- MCP-compatible AI client (Claude Code, etc.)
### Installation
#### Installing Claude Code
**Windows 11 (with WSL2):**
```bash
# First, ensure WSL2 is installed (in PowerShell as Administrator)
wsl --install
# Enter Ubuntu/WSL environment
wsl -d Ubuntu
# Install Claude Code globally
npm install -g @anthropic-ai/claude-code
# Start Claude Code
claude
```
**macOS/Linux:**
```bash
# Install Claude Code globally
npm install -g @anthropic-ai/claude-code
# Start Claude Code
claude
```
#### Installing Shrimp Task Manager
```bash
# Clone the repository
git clone https://github.com/cjo4m06/mcp-shrimp-task-manager.git
cd mcp-shrimp-task-manager
# Install dependencies
npm install
# Build the project
npm run build
```
### Configure Claude Code
Create a `.mcp.json` file in your project directory:
```json
{
"mcpServers": {
"shrimp-task-manager": {
"command": "node",
"args": ["/path/to/mcp-shrimp-task-manager/dist/index.js"],
"env": {
"DATA_DIR": "/path/to/your/shrimp_data",
"TEMPLATES_USE": "en",
"ENABLE_GUI": "false"
}
}
}
}
```
Example configuration:
```json
{
"mcpServers": {
"shrimp-task-manager": {
"command": "node",
"args": ["/home/fire/claude/mcp-shrimp-task-manager/dist/index.js"],
"env": {
"DATA_DIR": "/home/fire/claude/project/shrimp_data",
"TEMPLATES_USE": "en",
"ENABLE_GUI": "false"
}
}
}
}
```
Then start Claude Code with your custom MCP configuration:
```bash
claude --dangerously-skip-permissions --mcp-config .mcp.json
```
<details>
<summary><b>Other AI Clients</b></summary>
**Cline (VS Code Extension)**: A VS Code extension for AI-assisted coding. Add to VS Code settings.json under `cline.mcpServers`
**Claude Desktop**: Add to `~/Library/Application Support/Claude/claude_desktop_config.json` (macOS) or `%APPDATA%\Claude\claude_desktop_config.json` (Windows)
</details>
### Start Using
1. **Initialize your project**: `"init project rules"`
2. **Plan a task**: `"plan task: implement user authentication"`
3. **Execute tasks**: `"execute task"` or `"continuous mode"`
## ๐ก What is Shrimp?
Shrimp Task Manager is an MCP (Model Context Protocol) server that transforms how AI agents approach software development. Instead of losing context or repeating work, Shrimp provides:
- **๐ง Persistent Memory**: Tasks and progress persist across sessions
- **๐ Structured Workflows**: Guided processes for planning, execution, and verification
- **๐ Smart Decomposition**: Automatically breaks complex tasks into manageable subtasks
- **๐ฏ Context Preservation**: Never lose your place, even with token limits
## โจ Core Features
### Task Management
- **Intelligent Planning**: Deep analysis of requirements before implementation
- **Task Decomposition**: Break down large projects into atomic, testable units
- **Dependency Tracking**: Automatic management of task relationships
- **Progress Monitoring**: Real-time status tracking and updates
### Advanced Capabilities
- **๐ฌ Research Mode**: Systematic exploration of technologies and solutions
- **๐ค Agent System**: Assign specialized AI agents to specific tasks ([Learn more](docs/agents.md))
- **๐ Project Rules**: Define and maintain coding standards across your project
- **๐พ Task Memory**: Automatic backup and restoration of task history
### Web Interfaces
#### ๐ฅ๏ธ Task Viewer
Modern React interface for visual task management with drag-and-drop, real-time search, and multi-profile support.
**Quick Setup:**
```bash
cd tools/task-viewer
npm install
npm run start:all
# Access at http://localhost:5173
```
[๐ Full Task Viewer Documentation](tools/task-viewer/README.md)
<kbd><img src="tools/task-viewer/task-viewer-interface.png" alt="Task Viewer Interface" width="600"/></kbd>
#### ๐ Web GUI
Optional lightweight web interface for quick task overview.
Enable in `.env`: `ENABLE_GUI=true`
## ๐ Documentation
- [๐ Full Documentation](docs/README.md)
- [๐ ๏ธ Available Tools](docs/tools.md)
- [๐ค Agent Management](docs/agents.md)
- [๐จ Prompt Customization](docs/en/prompt-customization.md)
- [๐ง API Reference](docs/api.md)
## ๐ฏ Common Use Cases
<details>
<summary><b>Feature Development</b></summary>
```
Agent: "plan task: add user authentication with JWT"
# Agent analyzes codebase, creates subtasks
Agent: "execute task"
# Implements authentication step by step
```
</details>
<details>
<summary><b>Bug Fixing</b></summary>
```
Agent: "plan task: fix memory leak in data processing"
# Agent researches issue, creates fix plan
Agent: "continuous mode"
# Executes all fix tasks automatically
```
</details>
<details>
<summary><b>Research & Learning</b></summary>
```
Agent: "research: compare React vs Vue for this project"
# Systematic analysis with pros/cons
Agent: "plan task: migrate component to chosen framework"
# Creates migration plan based on research
```
</details>
## ๐ ๏ธ Configuration
### Environment Variables
Create a `.env` file:
```bash
# Required
DATA_DIR=/path/to/data/storage
# Optional
ENABLE_GUI=true # Enable web GUI
WEB_PORT=3000 # Custom web port
PROMPT_LANGUAGE=en # Prompt language (en, zh, etc.)
```
### Available Commands
| Command | Description |
|---------|-------------|
| `init project rules` | Initialize project standards |
| `plan task [description]` | Create a task plan |
| `execute task [id]` | Execute specific task |
| `continuous mode` | Execute all tasks sequentially |
| `list tasks` | Show all tasks |
| `research [topic]` | Enter research mode |
| `reflect task [id]` | Review and improve task |
## ๐ค Contributing
We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details.
## ๐ License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## ๐ Credits
Created by [cjo4m06](https://github.com/cjo4m06) and maintained by the community.
---
<p align="center">
<a href="https://github.com/cjo4m06/mcp-shrimp-task-manager">GitHub</a> โข
<a href="https://github.com/cjo4m06/mcp-shrimp-task-manager/issues">Issues</a> โข
<a href="https://github.com/cjo4m06/mcp-shrimp-task-manager/discussions">Discussions</a>
</p>", Assign "at most 3 tags" to the expected json: {"id":"14518","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"