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Financial Modeling Prep

Your key

Financial data: company profiles, income statements, balance sheets, stock quotes, insider trading, ESG scores, and commodity prices.

Needs your own Financial Modeling Prep key. Included on Free.

What you can ask

  • “What does Financial Modeling Prep have for the area or asset I'm working on?”
  • “Pull the most recent Financial Modeling Prep records and put them in a table.”
  • “What does Financial Modeling Prep cover, and how fresh is the data?”

Connect to your AI assistant

Paste this URL into Claude, ChatGPT, or any MCP client, then sign in when prompted. After you sign in, add your Financial Modeling Prep key in PatchOps.

https://patchops.ai/api/mcp

Claude: use Add to Claude, or Settings > Connectors > Add custom connector and paste the URL.

Claude Code

claude mcp add --transport http patchops https://patchops.ai/api/mcp

Step by step

  1. 1

    Open connectors

    In Claude, open Settings > Connectors and click "Add custom connector".

  2. 2

    Paste the URL

    Name it PatchOps and paste https://patchops.ai/api/mcp as the server URL, then click Add.

  3. 3

    Sign in

    Click Connect and sign in to PatchOps when Claude asks.

  4. 4

    Start using

    Ask Claude a question. It uses Financial Modeling Prep through PatchOps when it needs to.

› Technical details

Financial data: company profiles, income statements, balance sheets, stock quotes, insider trading, ESG scores, and commodity prices.

View the data contract and method schemas →

Setup

A few steps to connect your AI agents to Financial Modeling Prep.

Continue setup
  1. 1

    Get an Access Key

    Register at https://financialmodelingprep.com and generate your access key. Free tier allows 250 req/day.

  2. 2

    Connect on PatchOps

    Navigate to /mcp, find Financial Modeling Prep, and enter your access key.

  3. 3

    Start Querying

    Ask your AI agent for the data you need — it discovers this connector's methods automatically.