What is the MCP Server?

The MCP Server is an open protocol server that enables semantic search and retrieval of documentation using a vector database, Qdrant.

How does the MCP Server enhance AI agent capabilities?

The server acts as a bridge, allowing AI models to access and interact with external data sources, providing the context needed for efficient task execution.

Can I add documentation from local files?

Yes, the MCP Server allows you to add documentation from both URLs and local files.

Is the MCP Server compatible with cloud-based setups?

Yes, the server supports both local and cloud-based Qdrant setups, providing flexibility in configuration.

What platforms is the MCP Server compatible with?

The server is compatible with platforms like Cline, Roo-Code, and Claude Desktop, allowing seamless integration into existing workflows.

What are the system requirements for installing the MCP Server?

You need Node.js 16 or higher, and either a local or cloud-based Qdrant setup. Embedding options include Ollama running locally or an OpenAI API key.

How can I verify the installation of the MCP Server?

You can verify the installation by checking if Qdrant is running and ensuring the embedding model is available with Ollama.