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MCP Dev Server Ui
MCP development server and multi-platform LLM client support
rating : 2 points
downloads : 12
What is MCP Dev Server?
MCP Dev Server is a local development server that allows developers to quickly test and debug the behavior of different LLM models in a local environment. It provides a web interface and API endpoints to interact with various language models.How to use MCP Dev Server?
After starting the server via a simple command line, you can interact with it through the web interface (http://127.0.0.1:6274) or the Python client. It supports access to multiple LLM providers.Applicable scenarios
It is applicable to scenarios such as AI application development, model effect comparison testing, and prompt engineering debugging. It is especially suitable for development work that requires quick switching between different LLM models.Main features
Multi-model supportSupports multiple LLM providers such as Ollama, OpenAI, Azure, and Groq
Development toolsComes with a built-in web development tool interface for easy debugging and testing
Quick model switchingYou can switch between different LLM models through a simple API call
Advantages and limitations
Advantages
Local development environment, ensuring data privacy
Access different LLM providers through a unified API interface
Ability to quickly switch between models and conduct comparison tests
Limitations
Requires local development environment configuration
Some advanced LLM features may be restricted
Performance depends on local hardware configuration
How to use
Start the development server
Run the command in the project directory to start the MCP development server
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Access the web interface
Open the development tool interface in your browser
Use the Python client
Connect to the server through the Python client and interact with the LLM
Usage examples
Model effect comparisonQuickly test the response differences of the same prompt on different LLMs
Local model debuggingTest the effect of prompt engineering using a local Ollama model
Frequently Asked Questions
How to change the server port?
Which LLM providers are supported?
What Python version is required?
Related resources
Ollama documentation
Documentation for the local LLM runtime environment
OpenAI API reference
Official OpenAI API documentation
Example code repository
Example code for MCP usage
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