Test Dh MCP
This project demonstrates how to use FastMCP to implement a Multi - Channel Protocol (MCP) server, including tool registration, server/client usage examples, and integration with Claude Desktop and the MCP Inspector.
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What is Model Context Protocol (MCP)?
MCP is a protocol for distributed computing and tool integration that allows clients to interact with the server through multiple transport methods (such as SSE or Stdio). It supports dynamic registration and invocation of tools and is widely used in fields such as data analysis and machine learning.How to use the MCP server?
The MCP server can be quickly started through simple installation and configuration, supporting SSE mode and Stdio mode. You can use the Python client to test tool functions or integrate it into other tools (such as Claude Desktop).Applicable scenarios
The MCP server is suitable for scenarios that require cross - platform tool collaboration, such as data analysis, model training, and real - time computing.Main features
Tool registrationSupports dynamic registration of tool functions through decorators, facilitating the expansion of new functions.
SSE transport modeSupports real - time communication between browsers and web clients through HTTP/2 streaming.
Stdio transport modeCommunicates directly with tools through standard input/output, suitable for desktop application integration.
Deephaven integrationSupports seamless docking with the Deephaven toolchain, providing efficient data processing capabilities.
Advantages and limitations
Advantages
Easy to expand and integrate multiple tools
Supports multiple transport methods to meet different scenario requirements
Superior performance, suitable for large - scale distributed computing
Limitations
Requires a certain Python foundation to write tools
Some advanced functions may depend on specific environment configurations
How to use
Install dependencies
Ensure that the Python environment is installed and install project dependencies through pip or the uv tool.
Start the server
Select the SSE or Stdio mode to run the server according to your needs.
Test the tool
Use the Python client to test whether the tool works properly.
Usage examples
Example 1: Use the Echo toolCall the Echo tool and return the input message.
Example 2: Connect to Claude DesktopConfigure the MCP server as an external tool for Claude Desktop.
Frequently Asked Questions
How to install the MCP server?
Which transport modes does the MCP server support?
How to debug tools?
Related resources
MCP official documentation
Details the MCP protocol and its application scenarios
GitHub project address
Get the source code and the latest version
MCP Inspector
A tool for checking the status of the MCP server
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