You can access the Mastra.ai MCP Agent 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 = {
9    "prompt": "Analyze the posts of the @openai and @googledeepmind and summarize me current trends in the AI.",
10    "modelName": "gpt-4o-mini",
11    "mcpUrl": "https://actors-mcp-server.apify.actor",
12    "actors": ["clockworks/free-tiktok-scraper"],
13}
14
15# Run the Actor and wait for it to finish
16run = client.actor("jakub.kopecky/actor-mastra-mcp-agent").call(run_input=run_input)
17
18# Fetch and print Actor results from the run's dataset (if there are any)
19print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
20for item in client.dataset(run["defaultDatasetId"]).iterate_items():
21    print(item)
22
23# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Mastra.ai MCP Agent API in Python

The Apify API client for Python is the official library that allows you to use Mastra.ai MCP Agent API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Mastra.ai MCP Agent API in JavaScript

Mastra.ai MCP Agent API through CLI

Mastra.ai MCP Agent OpenAPI definition

Mastra.ai MCP Agent API

Actors MCP Server

apify/actors-mcp-server

Connect Apify Actors to AI applications (AI Agents) using Anthropic's Model Context Protocol (MCP). This MCP server provides integration of any Apify Actor through the MCP framework.

Apify

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Company Analysis AI Agent

harvestlabs/company-analysis-ai-agent

harvest-org

Tester MCP Client

jiri.spilka/tester-mcp-client

A model context protocol (MCP) client that connects to any MCP server using Server-Sent Events (SSE) and displays the conversation in a chat-like UI. It is a standalone Actor server designed for testing MCP servers over SSE.

Jiří Spilka

489

4.9

AI Web Agent

apify/ai-web-agent

Use natural language prompts to browse the web, click on elements, fill and submit forms, extract data, and take screenshots using the OpenAI API.

Apify

1.4K

4.2

AI Company Researcher Agent

louisdeconinck/ai-company-researcher-agent

AI-powered agent that performs comprehensive company research and generates detailed business reports.

Louis Deconinck

3.8

Playwright MCP

jiri.spilka/playwright-mcp

A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright

Jiří Spilka

AI Product Recommendation Agent

matymar/ai-product-recommendation-agent

The AI Product Recommendation Agent helps users find the best products based on their needs using a simple query. It analyzes product listings, reviews, and ratings to provide well-informed recommendations.

Matouš Mařík

5.0

RAG Web Browser

apify/rag-web-browser

Web browser for OpenAI Assistants, RAG pipelines, or AI agents, similar to a web browser in ChatGPT. It queries Google Search, scrapes the top N pages, and returns their content as Markdown for further processing by an LLM. It can also scrape individual URLs. Supports Model Context Protocol (MCP).

Apify

3.3K

4.3

AI Newsletter

bala-ceg/ai-newsletter

AI Newsletter Generator is an Apify Actor that automatically curates and generates professional AI and Data Analytics newsletters using Tavily Search and LLM-powered content creation.