An AI-powered automation tool development platform, providing:
Modular Architecture - Tool hot-reloading via the `src/tools` directory
AI Assistance - AI engine for natural language to tool template conversion
Enterprise-Grade Capabilities - Integration of production environment services such as MongoDB/Redis/SSH
Real-time Updates - Zero-downtime deployment via `buildReload_tool`
View the complete tool specifications and detailed documentation: [TOOL.md](TOOL.md)
Resources
Resources are generated dynamically as a result of tool execution. For example, the `create_note` tool creates a note resource that can be accessed via its URI.
Workflow Tool
The `workflow_tool` is a powerful tool for orchestrating complex workflows by chaining together multiple tools. It supports:
**Serial and Parallel Execution:** Execute tools in a sequential or parallel manner.
**Transaction Management:** Manage transactions with compensation mechanisms for error handling.
**Detailed Reporting:** Generate detailed reports on workflow execution, including the status, execution time, and results of each step.
**Customizable Output:** Specify an output file to save the workflow execution report.
Prompts
`summarize_notes`: Generates summaries of the notes created using the `create_note` tool.
Development Guide
Adding New Tools
**Detailed Development Process**
Template Creation: Create a new tool file in the `src/tools/` directory
AI Verification: Automatically check the parameter Schema compliance
Test Generation: Generate test cases based on the function description
Security Review: Static code analysis and dependency checking
Continuous Integration: Automated deployment via GitHub Actions
View the complete development guide: [prompt.md](prompt.md)
Refer to existing implementations: [Tool Examples](src/tools/)
Development
Install dependencies:
Build the server:
For development with auto-rebuild:
Marketplace Submission

*A Seamless Integrated Automation Toolkit for Claude Desktop*
Installation
To integrate with the Claude Desktop application, add the following server configuration to:
Hot-reloading mechanism:
```mermaid
graph LR
A[Code Modification] --> B[buildReload_tool]
B --> C[Automatic Compilation]
C --> D[Security Verification]
D --> E[Tool Reloading]
style B fill:#4CAF50,stroke:#333
```
Implemented by calling `buildReload_tool`:
- Zero-downtime updates
- Automatic dependency tree parsing
- Version compatibility check
- Sandbox environment testing
Debugging
Debugging MCP servers can be challenging due to their stdio communication. Here are a few approaches:
Disclaimers
Sensitive Data
DO NOT CONFIGURE CONTAINERS WITH SENSITIVE DATA. This includes API keys, database passwords, etc.
Any sensitive data exchanged with the LLM is inherently compromised, unless the LLM is running on your local machine.
Legal Liability
The tool is provided "as-is" under MIT License without warranties
Developer not liable for direct/indirect damages
Users bear all risks from improper container configurations
Any illegal or destructive usage is strictly prohibited
See [LICENSE](LICENSE) for full terms
**Node.js Inspector:** Launch the server with the `--inspect=9229` flag:
Then, connect to the server using Chrome DevTools by navigating to `chrome://inspect`.
**MCP Inspector:** Utilize the [MCP Inspector](https://github.com/modelcontextprotocol/inspector), a dedicated debugging tool accessible via the `inspector` npm script:
**VSCode Debugging**
To debug with VSCode, create a `.vscode/launch.json` file with the following configuration:
Then, launch the server with the `--inspect=9229` flag and attach the VSCode debugger.