A Model Context Protocol (MCP) server that provides OpenBB Workspace documentation to AI assistants through a two-step retrieval workflow.

This server exposes two tools that work together to retrieve relevant OpenBB documentation:

• Takes a user query
• Fetches the complete OpenBB documentation table of contents
• Provides it to the LLM with instructions to identify up to 3 relevant section titles
• Returns the raw TOC for intelligent analysis

• Takes the section titles identified in step 1 + the original user query
• Fetches the full OpenBB documentation
• Extracts only the relevant sections
• Returns the content with OpenBB Copilot-compatible citation format instructions

1. LLM calls identify_openbb_docs_sections with user's question
2. LLM analyzes the TOC and identifies relevant sections (up to 3)
3. LLM calls fetch_openbb_content with those section titles
4. LLM uses the extracted content to answer the user's question with proper citations

Start the server locally:

python server.py

The server will start on port 8000 by default. You can change it with:

PORT=8014 python server.py

The MCP endpoint will be available at http://localhost:8000/mcp

The server is pre-configured with CORS for:

• https://pro.openbb.co
• https://pro.openbb.dev
• http://localhost:1420

Install requirements:

pip install -r requirements.txt

Requires Python 3.10+