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mcp-server-python

by Inkeep

AI/ApplicationsInkeepRAGPythonDocumentation

Inkeep MCP Server powered by your docs and product content. It allows you to integrate Inkeep's RAG capabilities into your applications.

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What is mcp-server-python?

The mcp-server-python is an Inkeep Model Context Protocol (MCP) server that utilizes your documentation and product content to provide Retrieval-Augmented Generation (RAG) capabilities. It acts as a bridge between your data and applications, enabling them to access and leverage Inkeep's knowledge base.

How to use mcp-server-python?

  1. Clone the repository. 2. Set up a Python virtual environment using uv. 3. Install dependencies. 4. Obtain an API key from the Inkeep Dashboard. 5. Configure your MCP client (e.g., Claude Desktop) to connect to the server, providing the server's path, API key, and other environment variables.

Key features of mcp-server-python

  • Integration with Inkeep RAG

  • Easy setup with uv

  • Configurable API key and model

  • MCP compliant

  • Uses product documentation

Use cases of mcp-server-python

  • Integrating Inkeep's knowledge into applications

  • Providing context-aware responses

  • Augmenting language models with product documentation

  • Building chatbots with access to product information

FAQ from mcp-server-python

What is Inkeep?

Inkeep is a platform for managing and providing RAG capabilities.

What is MCP?

MCP stands for Model Context Protocol, a standard for connecting language models to external data sources.

How do I get an Inkeep API key?

Log in to the Inkeep Dashboard, navigate to the Projects section, select your project, open the Integrations tab, and create an API integration.

What is the purpose of the INKEEP_MCP_TOOL_NAME and INKEEP_MCP_TOOL_DESCRIPTION environment variables?

These variables define the name and description of the tool that the MCP server provides to the language model. This helps the language model understand when and how to use the tool.

Can I use this server with other MCP clients besides Claude Desktop?

Yes, any MCP-compatible client can be configured to use this server.