MCP.so
Sign In
T

Toolstem Mcp Server

@toolstem

Repository

About Toolstem Mcp Server

Agent-ready financial intelligence tools for AI agents. Derives signals like UNDERVALUED, STRONG, and ACCELERATING — one call, one agent-friendly response.

#financial-data#stock-market#mcp#financial-intelligence#ai-agents

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "toolstem": {
      "command": "npx",
      "args": [
        "-y",
        "toolstem-mcp-server"
      ]
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Toolstem MCP Server?

Toolstem MCP Server is an MCP server that turns raw financial market data into curated, synthesized intelligence for AI agents. It combines multiple data sources, derives signals, and pre-computes financial math so agents get flat, agent-friendly JSON responses without needing to parse nested arrays or stitch across endpoints.

How to use Toolstem MCP Server?

Install globally via npm (npm install -g toolstem-mcp-server) and run with the required FMP_API_KEY environment variable. Supports stdio mode (default) and Streamable HTTP transport (--http flag, optional PORT). Can also be added to Claude Desktop via claude_desktop_config.json, run as an Apify Actor, or self-hosted on any Node runtime.

Key features of Toolstem MCP Server

  • Parallel data fetching from multiple sources concurrently
  • Human-readable derived signals (e.g. UNDERVALUED, STRONG, ACCELERATING)
  • Pre-computed CAGR, YoY growth, margin trends, and FCF yield
  • Flat, predictable response schemas — no nested vendor quirks
  • Graceful degradation — partial nulls if one upstream endpoint fails
  • Four tools: stock snapshot, company metrics, stock screener, company comparison

Use cases of Toolstem MCP Server

  • Get a comprehensive stock overview with quote, profile, DCF valuation, and rating in one call
  • Analyze deep fundamentals — profitability, financial health, cash flow, and growth — from five financial statements
  • Screen stocks by sector, market cap, price range, beta, volume, dividend yield, exchange, and country
  • Compare 2–5 companies side-by-side with automated rankings across valuation, growth, and ratings

FAQ from Toolstem MCP Server

What data source does Toolstem MCP Server use?

Toolstem uses Financial Modeling Prep as its upstream vendor. An FMP_API_KEY is required and can be obtained at financialmodelingprep.com.

What transport protocols does Toolstem MCP Server support?

It supports stdio (default) and Streamable HTTP transport. Use the --http flag and optional PORT environment variable to run as an HTTP server.

Can I run Toolstem MCP Server on the Apify platform?

Yes, it is available on the Apify Store as the toolstem-financial-data Actor and monetizes per tool call via Apify's Pay-Per-Event model.

What is the data delay for responses?

Data delay varies by tool: get_stock_snapshot and get_company_metrics return end-of-day data, while screen_stocks and compare_companies provide real-time data during market hours.

Frequently asked questions

What data source does Toolstem MCP Server use?

Toolstem uses Financial Modeling Prep as its upstream vendor. An `FMP_API_KEY` is required and can be obtained at financialmodelingprep.com.

What transport protocols does Toolstem MCP Server support?

It supports stdio (default) and Streamable HTTP transport. Use the `--http` flag and optional `PORT` environment variable to run as an HTTP server.

Can I run Toolstem MCP Server on the Apify platform?

Yes, it is available on the Apify Store as the `toolstem-financial-data` Actor and monetizes per tool call via Apify's Pay-Per-Event model.

What is the data delay for responses?

Data delay varies by tool: `get_stock_snapshot` and `get_company_metrics` return end-of-day data, while `screen_stocks` and `compare_companies` provide real-time data during market hours.

Comments

Basic information

Category

Other

Transports

stdio

Author

toolstem

Submitted by

toolstem

More Other MCP servers

Inbox Zero AI MCP

elie222

The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.

11.6K

Nginx UI

0xJacky

Yet another WebUI for Nginx

11.3K

Inbox Zero AI

elie222

The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.

11.6K

Reactive Resume

amruthpillai

A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

39.5K

🚀 Model Context Protocol (MCP) Curriculum for Beginners

microsoft

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,

16.7K