Connect any MCP client

Ask about any US public company and get the real numbers back — revenue, margins, segments, a decade of history. Your assistant stops hallucinating figures and answers from live, verified data, grounded in what each company actually reported. So you can dig into a business, size it up against peers, and move fast on what you find — with every number traceable to where it came from.

OpenCapital works with any AI that speaks the Model Context Protocol (MCP) — Claude, ChatGPT, Codex, Cursor, and a growing list of others. The setup is always the same: one URL, one sign-in.

How to connect

Add it as a remote MCP server

Two interchangeable ways — use whichever your client supports.

In your client's connector or MCP settings, add a new server using the Streamable HTTPtransport (some clients call it a “custom connector” or “remote MCP server”), name it OpenCapital , and paste the URL below.

https://api.opencapital.sh/mcp

Authorize with OpenCapital

The first time your client calls OpenCapital , it opens your browser to sign in (Google) and approve read-only access. After that the connection stays active.

Start asking about stocks

You're all set. Ask your assistant about fundamentals, segments, or peer comparisons and it'll pull live numbers from OpenCapital .

Try these prompts

“What's Uber's Mobility take rate over the last 8 quarters?”

“How does Airbnb's ADR compare across regions?”

“Show me DoorDash Marketplace GOV every quarter since IPO.”

“Compare cloud revenue across AWS, Azure, GCP, and Oracle.”

“Find me 10 large-caps growing revenue over 20% with positive free cash flow and a P/E under 30.”

“Before Nvidia reports, summarize what their suppliers, hyperscaler customers, and competitors said in their last filings.”

Your assistant calls the OpenCapital tools automatically — no special prefix needed. If it doesn't reach for them, ask it to “use the OpenCapital MCP server”.

Step-by-step guides

Using one of these? We have a tailored walkthrough.

Claude Claude Code ChatGPT Codex Codex CLI Cursor

One endpoint, every client

OpenCapital exposes a standard remote MCP server over Streamable HTTP with OAuth. Any spec-compliant client can connect. Data is read live from the OpenCapital index, so your assistant always sees the latest fundamentals and price data.

Read-only by design

The OpenCapital MCP server only exposes read-only stock research data — fundamentals, price performance, and earnings dates derived from public SEC filings. It cannot place trades or modify any account state.

Troubleshooting

My AI doesn't see OpenCapital 's tools

Make sure the connector is added andenabled, and that you finished the OAuth sign-in. If it still won't use them, ask it directly to “use the OpenCapital MCP server.” In ChatGPT, start the message with

@OpenCapital

The sign-in window didn't open

Authorization happens in your browser. If it didn't open automatically, allow pop-ups and try again, or copy the URL your client shows and open it manually. In Claude Code, run /mcp and choose Authenticate; in the Codex CLI, run codex mcp login opencapital.

It says “needs login” or stopped working

Sign-in tokens can expire. Re-authorize from your client's connector settings, or remove and re-add the OpenCapital server and sign in again — that resolves most connection issues.

Connection failed or the server is unreachable

Confirm the URL is exactly https://api.opencapital.sh/mcp and that you chose the Streamable HTTP transport (not stdio). Make sure your client is up to date — the older SSE transport is deprecated in favor of HTTP.

Still stuck?

Email support@opencapital.sh and we'll help you get connected.

Disclosures

Informational only — not investment advice

OpenCapital provides financial data and research tools, not recommendations. Nothing surfaced through the MCP server is an offer, solicitation, or recommendation to buy or sell any security, and it is not personalized investment, legal, or tax advice. Do your own research and consider consulting a licensed professional before making decisions.

Data sources and accuracy

Fundamentals are derived from public SEC filings and other third-party sources and processed automatically. Data may contain errors, omissions, or delays and is provided “as is” without warranty of accuracy or completeness. Verify against primary sources before relying on it. See our methodology for how the numbers are built.

Read-only access

The OpenCapital MCP server is read-only. It exposes research data only and cannot place trades, move money, or modify any account — yours or anyone else's.

Third-party AI clients

When you connect an AI client (such as Anthropic Claude, OpenAI ChatGPT or Codex, or Cursor), your prompts and the data returned are processed by that third party under its own terms and privacy policy. OpenCapital does not control and is not responsible for third-party AI behavior, output, or data handling. AI can be inaccurate or incomplete — verify before acting on anything it tells you.

Authorization

Connecting grants your client read access to OpenCapital research data via OAuth. You can revoke that access at any time from your client's connector settings. Use is governed by our Terms and Privacy Policy.