What Q4 MCP brings to your AI workflow
We’re excited to bring Q4 into the AI tools your team already works in.
Q4 is now a remote MCP server, so Claude, ChatGPT Developer Mode and Cursor can query Tadawul filings, earnings calls and company data directly. Nobody has to download a PDF and paste it into a chat.
What makes that safe to rely on is what comes back with each number. A common way figures go wrong in financial work is not the number itself but its units: a value printed in thousands read as millions, or a nine-month total read as a single quarter. Every figure from Q4 arrives with the value as printed, its scale, its exact period and the page it sits on.
Ask Claude for Saudi Aramco’s 2025 net income through Q4 and it gets SAR 350.21 billion, printed as 350,210 in SAR millions for the year ended 31 December 2025, on page 14 of Aramco’s Q4 2025 financial report. Revenue sits on the same page at SAR 1,559.34 billion.
To connect, add https://api.q4.sa/mcp as a custom connector and sign in with your Q4 account. A Q4 platform subscription already includes MCP access, and if you only need the connector there is an MCP-only plan on the sign-in page. For team setup, email contact@q4.sa.
Q4 MCP is available now.
Frequently asked questions
What is the Q4 MCP server?
Q4 is a remote Model Context Protocol server for Saudi listed-company research. It gives MCP-compatible AI clients cited access to Tadawul issuers, filings, news and earnings call transcripts, rather than raw file downloads.
Which AI clients work with Q4 MCP?
Claude, ChatGPT Developer Mode and Cursor. Claude and ChatGPT use the browser OAuth sign-in; Cursor can send a Bearer JWT from a Q4 login instead.
What data can Q4 MCP access?
Company profiles, annual reports, investor presentations, quarterly filings, Tadawul announcements and earnings calls for Tadawul-listed companies, returned as excerpts with citation metadata including document, page, section, time range and quote.
Does an MCP subscription include the Q4 platform?
No. A Q4 platform subscription includes both the website and MCP access, but an MCP-only plan covers the connector alone and cannot be used to sign in to the Q4 dashboard.
How is the Q4 MCP connector secured?
Every tool call requires a valid subscriber token issued through OAuth 2.1 with PKCE. Access tokens are 7-day JWTs, requests are rate limited to 60 per user per minute, tools time out at 30 seconds, and internal errors are sanitized.
