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MCP Expert Server

by MCP-Mirror

The MCP Expert Server is a Model Context Protocol server that leverages Claude AI to provide intelligent query generation and documentation assistance. It analyzes API documentation to offer tools for creating queries and retrieving relevant documentation.

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What is MCP Expert Server?

The MCP Expert Server is a server that uses the Model Context Protocol to interface with Claude AI. It allows users to generate queries based on natural language and retrieve relevant information from API documentation.

How to use MCP Expert Server?

To use the server, first clone the repository, install dependencies, and set up your Anthropic API key. Then, build the project and run the setup script. Add your API documentation to the docs/ directory and optionally customize the prompts in the prompts/ directory. You can then start the server and use the create-query and documentation tools via MCP. Alternatively, integrate it with Claude Desktop by adding the server configuration to your Claude Desktop config file.

Key features of MCP Expert Server

  • Intelligent query generation using Claude AI

  • Documentation assistance based on API documentation

  • Integration with Claude Desktop

  • Customizable prompts

  • Supports multiple documentation formats (.txt, .md, .json)

Use cases of MCP Expert Server

  • Generating API queries from natural language requests

  • Quickly finding relevant documentation information

  • Integrating AI-powered assistance into development workflows

  • Providing context-aware suggestions for API usage

  • Automating documentation lookup

FAQ from MCP Expert Server

What is the purpose of the docs/ directory?

The docs/ directory is where you store your API documentation files. The server analyzes these files to provide query generation and documentation assistance.

What is the purpose of the prompts/ directory?

The prompts/ directory contains system prompts and metadata that are used to guide Claude AI's behavior. You can customize these prompts to fine-tune the server's responses.

How do I integrate the server with Claude Desktop?

To integrate the server with Claude Desktop, you need to add a configuration to your Claude Desktop config file that specifies the command, arguments, and environment variables required to run the server.

What environment variables are required to run the server?

The only required environment variable is ANTHROPIC_API_KEY, which is your Anthropic API key.

What do I do if I encounter connection issues?

If you encounter connection issues, ensure you've run the setup script, check that all required files exist in the prompts/ directory, verify your ANTHROPIC_API_KEY is correctly set, use absolute paths in your Claude Desktop config, and check the debug logs.