Question 1

What is DocMCP?

Accepted Answer

DocMCP (Documentation Model Context Protocol) is a system for crawling, processing, and querying technical documentation using AI-powered embeddings and semantic search. It indexes documentation on a local vector database (PostgreSQL with pgvector) for use with AI IDEs like Cursor.

Question 2

How does DocMCP integrate with Cursor?

Accepted Answer

DocMCP integrates with Cursor by configuring the MCP transport in Cursor's settings, pointing to the DocMCP server's `stdio-server.js` file. This allows Cursor to query documentation indexed by DocMCP.

Question 3

What are the prerequisites for running DocMCP?

Accepted Answer

You need Docker, Docker Compose, Node.js 16+, Git, an AWS account with Bedrock access, and the AWS CLI configured with appropriate credentials.

Question 4

How do I add documentation to DocMCP?

Accepted Answer

You use the `add-docs` script with options like `--url` (required), `--max-depth`, `--tags`, `--package`, `--version`, and `--wait` to crawl and process documentation from a specified URL.

Question 5

What is the Document Processing Pipeline in DocMCP?

Accepted Answer

The pipeline includes documentation input, web crawling, document processing (HTML to Markdown), chunking & embedding (using AWS Bedrock), job finalization, and querying & retrieval using vector search.

Question 6

What AWS services does DocMCP depend on?

Accepted Answer

DocMCP primarily depends on AWS Bedrock for generating vector embeddings of the documentation content.

Question 7

Can I use DocMCP without Cursor?

Accepted Answer

While DocMCP is designed to integrate seamlessly with MCP-compatible IDEs like Cursor, the core functionalities of crawling, indexing, and querying documentation can be adapted for use in other applications through its API.

Question 8

What is the purpose of the `dev-start.sh` script?

Accepted Answer

The `dev-start.sh` script automates the setup of the development environment, including starting PostgreSQL with pgvector, installing project dependencies, running database migrations, and importing seed data.

Question 9

How does DocMCP handle documentation updates?

Accepted Answer

DocMCP can be configured to periodically re-crawl and re-index documentation, ensuring that the knowledge base remains up-to-date with the latest changes.

Question 10

What is the relationship between DocMCP and UBOS?

Accepted Answer

DocMCP complements the UBOS platform by providing AI agents with access to a comprehensive and up-to-date knowledge base of technical information, enabling them to answer complex questions, automate tasks, and provide intelligent assistance.

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