Financial Modeling Prep MCP Server
F

Financial Modeling Prep MCP Server

The Financial Modeling Prep MCP Server is a financial data service that implements the Model Context Protocol (MCP), providing over 253 financial tools and covering 24 categories such as stock information, company fundamentals, and market analysis. It supports dynamic tool management, selective tool loading, and multiple configuration modes, providing comprehensive financial data access capabilities for AI assistants.
2.5 points
5.6K

What is the Financial Modeling Prep MCP Server?

This is a financial data service based on the Model Context Protocol (MCP), which provides a standardized interface for AI assistants to access and analyze financial data. It integrates the APIs of Financial Modeling Prep, covering a wide range of financial information such as stocks, company fundamentals, market data, and economic indicators.

How to use the Financial Modeling Prep MCP Server?

You can access the service via HTTP requests, supporting three usage modes: dynamic mode (load tools on demand), static mode (pre - load a specified set of tools), and traditional mode (load all tools). You need to obtain an FMP access token first to use it.

Applicable scenarios

Suitable for scenarios such as financial analysis, investment research, market monitoring, financial modeling, and economic analysis, especially for AI assistants and automated tools that require real - time financial data.

Main Features

Dynamic Tool Management
Supports dynamic loading and unloading of tool sets at runtime, optimizing performance and reducing resource consumption
Comprehensive Financial Data Coverage
Provides over 253 financial tools, covering 24 data categories, including stocks, financial statements, market indicators, etc.
Multiple Operating Modes
Supports dynamic mode, static mode, and traditional mode to meet different usage requirements
Real - Time Data
Provides real - time stock quotes, market data, and financial information
Financial Statement Analysis
Access a company's income statement, balance sheet, cash flow statement, and financial ratios
Advantages
Comprehensive financial data coverage, supporting various financial analysis needs
Flexible tool management mode, which can optimize performance according to requirements
Standardized interface, easy to integrate into AI assistants and automated tools
Supports real - time data and historical data analysis
Detailed documentation and examples, reducing the threshold for use
Limitations
Requires an FMP access token, and some advanced features may require a paid subscription
A large number of data requests may be subject to API call limits
The dynamic mode is currently in the testing phase, and the API may change
Technical configuration may be difficult for non - developers

How to Use

Obtain an FMP Access Token
Visit the Financial Modeling Prep website to register an account and obtain an API key
Select a Deployment Method
You can choose to run locally, deploy with Docker, or use it through the Smithery platform
Configure the Operating Mode
Select the dynamic mode, static mode, or traditional mode according to your needs
Send a Request
Access the /mcp endpoint via an HTTP POST request, using a JSON - RPC format message

Usage Examples

Stock Research and Analysis
Analyze the fundamentals and technical indicators of a stock
Portfolio Monitoring
Monitor the performance of multiple stocks in a portfolio
Financial Report Analysis
Analyze a company's financial statements

Frequently Asked Questions

How to obtain an FMP access token?
What is the difference between the dynamic mode and the static mode?
Are there API call limits?
How to view the list of available tools?
What is the data update frequency?

Related Resources

Financial Modeling Prep Official Website
Obtain API keys and view data documentation
GitHub Repository
Project source code and issue tracking
Smithery Platform
Hosted MCP server
MCP Protocol Documentation
Model Context Protocol specification

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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