MCP Server Python

What is mcp-server-python?

mcp-server-python is an MCP server that provides retrieval-augmented generation (RAG) over your documentation and product content using an Inkeep account. It's designed for developers who want to query their own product docs through the Model Context Protocol.

How to use mcp-server-python?

Clone the repository, set up a Python virtual environment with uv, and install dependencies. Obtain an API key from the Inkeep Dashboard, then add the server configuration to your claude_desktop_config.json file, specifying the absolute project path, API key, and base URL.

Key features of mcp-server-python

• RAG powered by your docs and product content.
• Uses Inkeep’s API for retrieval.
• Single tool: search-product-content.
• Requires an Inkeep account and API key.
• Runs locally via uv Python project manager.
• Integrates with Claude Desktop via MCP.

Use cases of mcp-server-python

• Accessing product documentation through conversational queries in Claude Desktop.
• Providing context-aware answers based on your proprietary knowledge base.
• Enabling AI assistants to retrieve specific help articles or feature guides.
• Reducing manual search time by asking natural language questions about your product.