Fmp
Query Financial Modeling Prep market and company data through MCP while validating pricing and market fit.
Overview
FMP is a MCP server for the Validate phase that accesses financial data and market information via the Financial Modeling Prep API.
What is this MCP server?
- Wraps the Financial Modeling Prep API for agent-driven financial and market queries
- Requires FMP_API_KEY from Financial Modeling Prep developer docs
- npm package @houtini/fmp-mcp with stdio MCP transport
- Server version 1.1.3 in MCP registry schema
- Keeps market research inside the agent during validate and light grow analytics
- Required secret env FMP_API_KEY
Community signal: 1 GitHub stars.
What problem does it solve?
Founders waste hours copying ticker stats and comps from finance sites when the agent could fetch structured market data on demand.
Who is it for?
Bootstrapped builders validating B2B or fintech-adjacent ideas who already use or plan a Financial Modeling Prep key.
Skip if: Builders who need only content SEO or multi-URL page analysis without any market or company fundamentals.
What do I get? / Deliverables
Your agent can pull FMP-backed financial and market facts while you validate pricing, positioning, and market size.
- Agent-retrieved financial and market fields from FMP
- Comparable company or sector data for validation notes
- Structured answers you can cite in pricing or pitch drafts
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Journey fit
Financial benchmarks and market facts most often gate validate decisions on whether the economics of an idea hold up. FMP data supports pricing validation, comparable revenue models, and investor-style sanity checks before full build spend.
How it compares
Finance API MCP bridge, not a portfolio manager or tax compliance skill.
Common Questions / FAQ
Who is FMP for?
Solo builders and small teams validating business models who want Financial Modeling Prep data callable from Claude Code, Cursor, or similar MCP clients.
When should I use FMP?
Use it during validate and early grow when you need company financials, market metrics, or comps to support pricing and go/no-go calls.
How do I add FMP to my agent?
Create an API key at Financial Modeling Prep, set FMP_API_KEY in your environment, install @houtini/fmp-mcp, and register the stdio server in your MCP configuration.