You can access the Gitmcp Universal Repository Processor 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    "scopes": [
10        "code",
11        "docs",
12        "issues",
13    ],
14    "outputFormats": [
15        "mcp",
16        "json",
17    ],
18    "maxFileSizeMb": 25,
19    "includeGitHistory": False,
20}
21
22# Run the Actor and wait for it to finish
23run = client.actor("theguide/gitmcp-universal-repository-processor").call(run_input=run_input)
24
25# Fetch and print Actor results from the run's dataset (if there are any)
26print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
27for item in client.dataset(run["defaultDatasetId"]).iterate_items():
28    print(item)
29
30# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Gitmcp Universal Repository Processor API in Python

The Apify API client for Python is the official library that allows you to use Gitmcp Universal Repository Processor API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Gitmcp Universal Repository Processor API in JavaScript

Gitmcp Universal Repository Processor API through CLI

Gitmcp Universal Repository Processor OpenAPI definition

Gitmcp Universal Repository Processor API

GitHub Repository Scraper

vulnv/github-repository-scraper

Scrape and extract GitHub repository data, metadata, statistics, stars, forks, issues, and project information from multiple repositories at once.

VulnV

5.0

Github Users Scraper

getdataforme/github-users-actor

This actor works well and helps to scrape the users on github repository.

GetDataForMe

Github Users Scraper

dtrungtin/github-users-scraper

Github Users Scraper is an Apify actor for extracting users or emails from Github. It allows you to extract all watchers, stargazers, and members from a repository page.

Tin

233

4.0

GitHub Stars

sauain/github-stars

Input will be the URL of any GitHub repository, and output will be GitHub Stars.

Saurav Jain

Github Profile Scraper

saswave/github-profile-scraper

GitHub User Profile Scraper. Extracts data from GitHub profiles, including followers, following, LinkedIn, Twitter, achievements and much more. Ideal for developers, researchers, and marketers. From a list of Github profile or a repository stargazers link

SASWAVE

107

GitHub Repository Scraper

fresh_cliff/github-scraper

This actor scrapes detailed information from GitHub repositories using reliable HTTP requests and HTML parsing. It extracts repository metadata including star counts, fork counts, topics/tags, license information, primary programming language, and last updated timestamps.

Brennan Crawford

Github emails from commits

saswave/github-emails-from-commits

From a Github repository url, extract all emails from commits and their occurence number. Allow you to generate a list of emails from targeted github repositories

SASWAVE

Coinmarketcap AI Gateway

red.cars/coinmarketcap-ai-gateway

Turn any AI assistant into a crypto market expert with real-time CoinMarketCap data

AutomateLab

Commit Historian Agent

josef.prochazka/commit-historian-agent

Simple tool to help analyze Github repository commits. It checkouts the repository and get all relevant commit messages. It uses OpenAI to answer questions asked by the user. This is done through PydanticAI framework.

Josef Procházka

AI News

patrikbraborec/ai-news

An Apify Actor that scrapes AI newsletters, blog posts, and other content sources to create a centralized repository of AI news. The scraped content can be used to feed LLMs for summarization or read directly.