Financial Modeling Prep

Live

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

What is Financial Modeling Prep?

Access Financial Modeling Prep (FMP) for company profiles, income statements, balance sheets, cash flow statements, key financial metrics, financial ratios, real-time stock quotes, historical OHLCV prices, institutional ownership, insider trading, earnings calendars, ESG scores, commodity prices, peer comparisons, and company search. Covers all public companies with annual and quarterly data.

Available Tools

getCompanyProfile
Get company profile — overview, sector, industry, market cap, description, CEO, etc.
searchCompanies
Search for companies by name or ticker. Returns matching symbols, company names, and exchanges.
getPeerComparison
Get list of peer companies for a given symbol.
getIncomeStatement
Get income statement (P&L) — annual or quarterly. Revenue, gross profit, operating income, net income, EPS.
getBalanceSheet
Get balance sheet — assets, liabilities, equity. Annual or quarterly.
getCashFlowStatement
Get cash flow statement — operating, investing, financing activities. Annual or quarterly.
getKeyMetrics
Get key financial metrics — PE ratio, EV/EBITDA, debt/equity, ROE, ROA, etc.
getFinancialRatios
Get financial ratios — profitability, liquidity, leverage, efficiency ratios.
getStockPrice
Get real-time stock quote — price, volume, market cap, PE, day range, 52w range.
getHistoricalPrice
Get historical daily OHLCV price data. Optionally filter by date range.
getInstitutionalOwnership
Get institutional ownership (13F holders) for a company.
getInsiderTrading
Get insider trading data (Form 4 transactions) for a company.
getEarningsCalendar
Get earnings calendar — upcoming or recent earnings announcements.
getESGScore
Get ESG (Environmental, Social, Governance) scores for a company.
getCommodityPrices
Get commodity price quotes — oil (CL), natural gas (NG), gold (GC), etc.

Requirements

API key required
Sign up for free at https://site.financialmodelingprep.com/developer/docs. Enter on the MCP Servers page.

Quick Setup Guide

Follow these steps to connect your AI agents to this connector

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

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

Connect to Your AI Assistant

Choose your AI assistant below for specific setup instructions

Follow these steps to connect Financial Modeling Prep to Claude:

Step 1: Open Claude Settings

Launch Claude → Click the profile button (bottom left) → Navigate to Settings

Step 2: Access Connectors

Scroll down to the Connectors tab → Navigate to the bottom → Click “Add Custom Connector”

Step 3: Name Your Connector

Enter any name you'd like for this connector

Step 4: Get the Connector URL

Step 5: Add the Connector

Paste the URL in the “Remote MCP Server URL” text box → Click Add

Step 6: Start Using

Your connector is now ready to use in Claude

Follow these steps to connect Financial Modeling Prep to ChatGPT:

Step 1: Enable Developer Mode

Go to Settings → Connectors → Advanced → Enable Developer mode

Step 2: Create New Connector

Go back to Connectors page → Click “Create” (top right)

Step 3: Name Your Connector

Enter any name you'd like for this connector (descriptions are optional)

Step 4: Get the Connector URL

Step 5: Add the URL

Paste the URL in the “MCP Server URL” text box

Step 6: Set Authentication

Click the authentication dropdown → Select “No authentication” (PatchOps handles authentication internally)

Step 7: Create the Connector

Click “I understand and want to continue” checkbox → Press Create

Step 8: Using the Connector

Start a new chat → Click the + button (left of text box) → Open dropdown → Hover over three dots labeled “More” → Select your connector

Instructions for connecting Financial Modeling Prep to GitHub Copilot:

Coming Soon

Detailed setup instructions for GitHub Copilot will be added here.

For other MCP-compatible platforms:

Step 1: Get the Connector URL

Step 2: Add to Configuration

Add this configuration to your MCP settings file. Replace the URL with your specific connector URL from the /mcp page:

"Financial Modeling Prep-MCP": {
  "url": "https://patchops.ai/api/mcp/...",
  "type": "http"
}

Example Configuration

Here’s an example using PatchOps MCP:

"PatchOps-MCP": {
  "url": "https://patchops.ai/api/mcp/...",
  "type": "http"
}