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Financial Modeling Prep

Live

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

Available tools

15 tools
ToolDescription
getCompanyProfileGet company profile, overview, sector, industry, market cap, description, CEO, etc.
searchCompaniesSearch for companies by name or ticker. Returns matching symbols, company names, and exchanges.
getPeerComparisonGet list of peer companies for a given symbol.
getIncomeStatementGet income statement (P&L), annual or quarterly. Revenue, gross profit, operating income, net income, EPS.
getBalanceSheetGet balance sheet, assets, liabilities, equity. Annual or quarterly.
getCashFlowStatementGet cash flow statement, operating, investing, financing activities. Annual or quarterly.
getKeyMetricsGet key financial metrics, PE ratio, EV/EBITDA, debt/equity, ROE, ROA, etc.
getFinancialRatiosGet financial ratios, profitability, liquidity, leverage, efficiency ratios.
getStockPriceGet real-time stock quote, price, volume, market cap, PE, day range, 52w range.
getHistoricalPriceGet historical daily OHLCV price data. Optionally filter by date range.
getInstitutionalOwnershipGet institutional ownership (13F holders) for a company.
getInsiderTradingGet insider trading data (Form 4 transactions) for a company.
getEarningsCalendarGet earnings calendar, upcoming or recent earnings announcements.
getESGScoreGet ESG (Environmental, Social, Governance) scores for a company.
getCommodityPricesGet commodity price quotes, oil (CL), natural gas (NG), gold (GC), etc.

Setup

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

Get started
  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

    Use getCompanyProfile for an overview, getIncomeStatement for financials, or getCommodityPrices for oil & gas prices.

Connect to your AI assistant

Pick the tool your team uses for the exact setup steps.

  1. 1

    Open Claude settings

    Launch Claude, click the profile button (bottom left), and go to Settings.

  2. 2

    Access connectors

    Open the Connectors tab, scroll to the bottom, and click “Add custom connector”.

  3. 3

    Name your connector

    Enter any name you’d like for this connector.

  4. 4

    Get the connector URL

    Log in to PatchOps, open the /mcp page, and copy the connector URL you want to use.

  5. 5

    Add the connector

    Paste the URL into the “Remote MCP server URL” box and click Add.

  6. 6

    Start using

    Your Financial Modeling Prep connector is ready to use in Claude.