Financial Modeling Prep
Financial Modeling Prep
Security Notice
API key required. Store in environment variables. Read-only access β no write operations. Response format is consistent across company sizes and geographies β reliable for agent workflows. Free tier at 250 calls/day sufficient for occasional research but not production agent workloads.
Financial Modeling Prep is the strongest MCP server for fundamental financial data β income statements, balance sheets, cash flows, and 70+ pre-calculated ratios for 100,000+ global companies. An official MCP server is available. Free tier allows 250 daily API calls. Best choice when your AI agent needs to analyze company financials, not just stock prices.
About Financial Modeling Prep
Financial Modeling Prep provides the deepest fundamental financial data MCP server available. Where most market data providers focus on price feeds, FMP exposes what sits behind the stock price β the financial history, valuation data, and filings of the company itself. With 70,000+ data points per company, AI agents can access income statements, balance sheets, cash flow statements, financial ratios, analyst estimates, and full SEC filing content through one consistent API. The response format stays the same whether querying a large US stock or a smaller international listing, making it reliable for agent workflows that process multiple companies. An official MCP server is maintained at the FMP developer docs.
Use Cases
- Deep fundamental analysis of any public company using 70,000+ data points per company
- Build financial models with live income statement, balance sheet, and cash flow data
- Access SEC filings directly without navigating EDGAR's interface manually
- Compare financial ratios across competitor sets for peer analysis
- Generate investment theses backed by real financial statement data, not model hallucinations
Available Tools
annual and quarterly P&L
assets, liabilities, equity
operating, investing, financing flows
70+ valuation and profitability ratios pre-calculated
10-K, 10-Q, 8-K, proxy statements
EPS, revenue consensus
discounted cash flow model
sector, industry, description
Pricing
250 API calls/day. Basic stock data and limited fundamentals. Verify at financialmodelingprep.com.
300 calls/minute, full fundamentals, SEC filings, analyst estimates. Most individual analysts start here.
Full dataset, real-time data, bulk endpoints. Verify current pricing at financialmodelingprep.com/developer.
Technical Details
Install Method
api-key
Compatible Clients
claude, chatgpt, cursor, gemini, windsurf
Access Type
Read-Only
Target Audience
personal, smb, enterprise
Available Regions
global
Release Status
GA
Last Updated
2026-07-01