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Glama
SagaYamamoto

Financial Modeling Prep MCP Server

by SagaYamamoto

Financial Modeling Prep MCP Server

npm version license

A Model Context Protocol (MCP) server for the Financial Modeling Prep API, exposing 250+ financial data tools to AI assistants.

Features

  • 250+ Financial Tools across 24 categories — stocks, ETFs, crypto, forex, commodities, economics, and more

  • Dynamic Tool Management — built on toolception for runtime enable/disable of toolsets via meta-tools

  • Three Server Modes — Dynamic (meta-tools), Static (pre-loaded toolsets), or All Tools (default)

  • Flexible Deployment — use the hosted instance or self-host via npm, Docker, or source

  • HTTP/SSE Transport — compatible with Claude.ai, Claude Desktop, and MCP registries

Related MCP server: MCP Financial Data Gateway

Quick Start

Hosted Instance (Fastest)

No installation required. Connect directly:

https://financial-modeling-prep-mcp-server-production.up.railway.app/mcp

Provide your FMP_ACCESS_TOKEN in session configuration and start using 5 meta-tools to load toolsets on demand.

Self-Hosted (One-Liner)

npx financial-modeling-prep-mcp-server --fmp-token=YOUR_FMP_API_KEY

Or install globally:

npm install -g financial-modeling-prep-mcp-server
fmp-mcp --fmp-token=YOUR_FMP_API_KEY

Get your API key at financialmodelingprep.com.

Table of Contents

Installation

Prerequisites: Node.js 25.3.0 or higher (for v2.6.0+). For older versions (v2.5.x and below), Node.js 20+ is required.

Choose the method that fits your workflow:

  • NPM — npm install -g financial-modeling-prep-mcp-server

  • Docker — build from source or pull a pre-built image

  • Source — clone and run with npm install && npm run build

See docs/INSTALLATION.md for detailed steps per method.

Configuration

The server supports three operational modes controlled via CLI arguments or environment variables:

Mode

How to Enable

Description

Dynamic

DYNAMIC_TOOL_DISCOVERY=true

Starts with 5 meta-tools; load toolsets at runtime

Static

FMP_TOOL_SETS=search,company

Pre-loads specified toolsets on session creation

All Tools (default)

(default)

Loads all 250+ tools immediately

Precedence: for mode and tool sets, CLI args > Environment variables > Defaults. A session ?config= token overrides the server's FMP_ACCESS_TOKEN for that session.

See docs/CONFIGURATION.md for the full configuration reference.

Usage

Connect to the server via HTTP/SSE transport:

  • Claude.ai / Claude Desktop — add as a remote connector (Settings > Connectors)

  • Custom clients — POST to /mcp with mcp-client-id header

  • MCP registries — Smithery.ai, Glama.ai, and others

See docs/USAGE.md for client-specific setup, session headers, and request examples.

Available Tools

24 categories covering:

Search · Directory & Symbol Lists · Company Information · Financial Statements · Financial Metrics & Analysis · Technical Indicators · Quotes & Price Data · Market Indexes & Performance · Market Data · News & Press Releases · SEC Filings · Insider & Institutional Trading · ETFs & Funds · Government Trading · Cryptocurrency & Forex · Earnings · Special Data Sets · Commodities · Economics · Bulk Data Tools

See docs/API_REFERENCE.md for the complete tool catalog.

Registries

This server is listed on multiple MCP registries for easy discovery:

See docs/REGISTRIES.md for registry-specific setup instructions.

Contributing

Contributions are welcome. Please see CONTRIBUTING.md for development setup, testing, and pull request guidelines.

License

Apache-2.0

Related MCP Connectors

  • Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.

  • 75 MCP tools: SEC financials, FRED economics, IRS 990, FDA, FX, UK Companies House.

  • Your agent needs markets — prices and fundamentals for listed companies, the filings behind them, crypto, and what the prediction markets put the odds at. **What you can ask for** • "Pull this company's income statement, cash flow and balance sheet for the last 8 quarters." • "What did insiders buy or sell, and when?" • "Snapshot prices for these 50 tickers, then the OHLC history for the three that moved." • "What are the current odds on this event across Kalshi and Polymarket?" • "Screen for companies matching these financial criteria." **How to use it** Point any MCP client at https://mcp.aisa.one/finance/mcp and sign in with OAuth — there is no key to create or paste. 49 tools: prices and snapshots, income statements, balance sheets and cash flows, metrics and ratios, earnings and analyst estimates, filings and line-item search, insider trades, macro interest rates, news, a screener; CoinGecko spot prices, market tables, OHLC, per-venue tickers and trending; Kalshi and Polymarket markets and trades; plus EDINET filings for Japan. **Why this rather than the source** Equities, crypto and event markets behind one account, so a cross-asset question is one conversation. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Read the number here, then ask the same agent what X is saying about the ticker today — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/marketpulse/mcp · /crypto-market-data/mcp · /prediction-market-data/mcp · /stock-pulse/mcp for one slice each.

  • Your agent needs company financials it can compute on — statements, ratios, earnings, estimates, filings and insider activity as structured data, not a PDF. **What you can ask for** • "Give me 8 quarters of income statement, balance sheet and cash flow for this ticker." • "What do analysts estimate for next quarter, and how did the last four surprise?" • "Find this exact line item across every filing." • "Who bought or sold as an insider in the last 90 days?" • "Screen for profitable companies under this valuation with growing revenue." **How to use it** Point any MCP client at https://mcp.aisa.one/marketpulse/mcp and sign in with OAuth — there is no key to create or paste. 21 tools: prices and snapshots, income statements, balance sheets, cash-flow statements, financial metrics and snapshots, earnings, analyst estimates, company facts, filings and filing items, line-item search, a screener, insider trades, macro interest rates, news, plus EDINET documents and filing digests for Japanese issuers. **Why this rather than the source** Statements as fields you can compute on, and a screener in the same place. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Read the fundamentals here, then ask the same agent what social is saying about the ticker — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/finance/mcp for equities, crypto and prediction markets in one place.

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