aleksandrkrivolap wordware mcp

WHAT IT CONNECTS

What aleksandrkrivolap wordware mcp gives an AI Agent

• **🔄 Dynamic Tool Loading** - Automatically loads tools from Wordware API based on configuration
• **🧠 Intelligent Schema Detection** - Automatically detects and adapts to different tool input schemas
• **🔍 Advanced Parameter Processing** - Handles various input formats (JSON, nested structures, strings)
• **⚙️ Robust Error Handling** - Comprehensive error logging and event loop management
• **🔑 Simple Authentication** - Easy setup to connect your Wordware account
• Python 3.8+
• Wordware API credentials
• Claude Desktop or other MCP-compatible client
• **Tool Configuration Loading** - Reads the list of tool IDs from the configuration file
• **Dynamic Tool Registration** - For each tool ID:
• Fetches metadata from the Wordware API
• Detects input schema requirements
• Creates a corresponding MCP tool function
• Registers the tool with the MCP server
• **Request Processing** - When a tool is called:
• Processes input parameters in various formats (JSON objects, strings, nested structures)
• Adapts parameters format based on tool requirements
• Sends the properly formatted request to the Wordware API
• **Response Handling** - Processes Wordware API responses:
• Parses the Server-Sent Events (SSE) stream
• Collects all output values
• Formats the response for Claude in a user-friendly way
• Direct parameters: `{"Full Name": "John Doe", "Company": "Acme Inc."}`
• JSON string in kwargs: `{"kwargs": "{\"Full Name\": \"John Doe\", \"Company\": \"Acme Inc.\"}"}`
• Nested parameters: `{"kwargs": {"Full Name": "John Doe", "Company": "Acme Inc."}}`
• Detects if a tool requires parameters wrapped in a `kwargs` object
• Extracts inner properties for better documentation
• Adapts the parameter format for each tool automatically
• Event loop monitoring and recovery
• Detailed logging of all requests and responses
• Graceful handling of HTTP errors and timeouts
• Comprehensive error messages for troubleshooting
• **Tool not showing in Claude Desktop**: Ensure the server is running and properly registered in Claude Desktop settings
• **Authentication errors**: Check that your Wordware API key is correctly set in the `.env` file
• **Parameter validation errors**: Verify the input format matches the tool's requirements
• **Event loop errors**: If you see "Event loop is closed" errors, try restarting the server
• [Anthropic](https://www.anthropic.com/) for the Model Context Protocol
• [Wordware](https://wordware.ai/) for their agent platform
• [MCP Python SDK](https://github.com/modelcontextprotocol/python-sdk) for the protocol implementation