You can access the Mcp Server Generator 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    "openApiSource": "https://petstore.swagger.io/v2/swagger.json",
10    "language": "typescript",
11    "serverName": "my-mcp-server",
12    "includeAllEndpoints": True,
13    "filterTags": [],
14    "includeAuth": True,
15    "generateTests": False,
16}
17
18# Run the Actor and wait for it to finish
19run = client.actor("fiery_dream/mcp-server-generator").call(run_input=run_input)
20
21# Fetch and print Actor results from the run's dataset (if there are any)
22print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
23for item in client.dataset(run["defaultDatasetId"]).iterate_items():
24    print(item)
25
26# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Mcp Server Generator API in Python

The Apify API client for Python is the official library that allows you to use Mcp Server Generator API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Mcp Server Generator API in JavaScript

Mcp Server Generator API through CLI

Mcp Server Generator OpenAPI definition

Mcp Server Generator API

uuid generator actor mcp

amaranth_nylon/uuid-generator-actor-mcp

Generates universally unique identifiers (UUIDs) efficiently for use in applications, workflows, and data pipelines. Supports multiple UUID versions and customizable output formats. Ideal for tasks requiring unique reference values, entity tagging, or session management.

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Instagram Leads Generator

caprolok/instagram-leads-generator

Extract verified emails, usernames, follower counts, and more from Instagram profiles using just a keyword and location. Perfect for building lead lists, finding influencers, or enriching contact data.

Caprolok

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Youtube Leads Generator

caprolok/youtube-leads-generator

Turn YouTube searches into verified lead lists. Extract channel names, emails, handles, and profile links using just a keyword and country. Perfect for sales, influencer outreach, PR, recruiting, and B2B targeting.

Caprolok

5.0

(1)

Markdownify MCP Server

crawlerbros/markdownify-mcp-server

Convert any webpage to clean, formatted Markdown perfect for AI consumption. Ideal for building knowledge bases, documentation scrapers, and content migration tools.

Crawler Bros

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(5)

Kiwi MCP Server

agentify/kiwi-mcp-server

Kiwi.com flight search MCP server. Search and book flights directly from your favorite AI assistant!

agentify

nova-mcp-server

sambehnke/nova-integrations-mcp-server

Transform AI agents with tools that enhance real-world functionality. Dynamic MCP server loads YOUR chosen Apify actors from key-value stores. Perfect for Retell.ai, Claude & any agent needing business automation & workflow integration.

Nova Integrations

All Social Media Posts Extractor (by Hashtag and Username)

caprolok/all-social-media-posts-extractor-by-hashtag-and-username

Effortlessly extract posts from Instagram, TikTok, YouTube, LinkedIn, and Twitter. Search by specific keywords and locations to quickly get structured results, including usernames, captions, engagement stats, and direct post links. Ideal for marketers, creators, and researchers.

Caprolok

147

Stackoverflow Academic Research Exporter

red.cars/stackoverflow-academic-research-exporter

Professional Stack Overflow data export for academic research, thesis projects, and educational analysis - Export questions, answers, and community discussions by tags, search queries, and date ranges. Computer science research, programming education studies, and technology trend analysis.

AutomateLab

Playlistfy

viverun/playlistfy

An AI-powered playlist curator just for your moods

Jamil Khan

Ghidra MCP Actor

syntellect_ai/ghidra-mcp-actor

Apify Actor that integrates the NSA’s Ghidra reverse engineering tool with the Model Context Protocol (MCP) to enable AI-assisted binary analysis. This actor will automatically decompile a provided binary in headless mode and expose a set of tools (functions) that an AI agent can invoke (via MCP)