You can access the Toolstem Financial Data MCP — Curated Signals for AI Agents programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "symbol": "AAPL" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("toolstem/toolstem-mcp-server").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Toolstem — Financial Data MCP for AI Agents | Stock Analysis API in Python

The Apify API client for Python is the official library that allows you to use Toolstem Financial Data MCP — Curated Signals for AI Agents API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Toolstem Financial Data MCP — Curated Signals for AI Agents API in JavaScript

Toolstem Financial Data MCP — Curated Signals for AI Agents API through CLI

Toolstem Financial Data MCP — Curated Signals for AI Agents OpenAPI definition

Toolstem Financial Data MCP — Curated Signals for AI Agents API

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