You can access the Hugging Face Model Monitor 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
10# Run the Actor and wait for it to finish
11run = client.actor("civicdataworks/huggingface-model-monitor").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

Hugging Face Model Monitor API in Python

The Apify API client for Python is the official library that allows you to use Hugging Face Model Monitor API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Hugging Face Model Monitor API in JavaScript

Hugging Face Model Monitor API through CLI

Hugging Face Model Monitor OpenAPI definition

Hugging Face Model Monitor API

HF Model License Drift Monitor

defenestrator/hf-model-license-drift-monitor

Monitor public Hugging Face model watchlists for license, gating, model-card, and governance-risk changes.

Defenestrator

HuggingFace Model Tracker

optimus-fulcria/huggingface-model-tracker

Track trending, popular, and new AI models on HuggingFace. Monitor downloads, likes, trending scores. Filter by task type, library, or author. No API key required.

Fulcria Labs

Huggingface Models

david_flagg/huggingface-models

Scrape model metadata from HuggingFace Hub — the largest open-source ML model registry. Get downloads, likes, trending scores, licenses, tags, and architecture info for 1M+ models. Filter by task type, ML library, or author. Uses the official HF API — no auth required.

David Flagg

Datasource Pulse — API & Scraper Health Monitor

growth_wizard/datasource-pulse

Apify tells you if your scraper ran. Datasource Pulse tells you if it worked — catching empty results, schema drift, stale data, and quota exhaustion before they corrupt your pipeline. One alert when something degrades, one notice when it recovers. Learn more: datasourcepulse.com

Cecily Robyn Lough

Hugging Face Scraper - Models, Datasets, Papers

logiover/huggingface-hub-intelligence-scraper

Hugging Face data export tool: scrape models, datasets & daily papers without a token. Export to CSV/JSON. A no-login Hugging Face API alternative.

Logiover

Hugging Face Models Scraper - AI/ML Data

benthepythondev/huggingface-models-scraper

Search Hugging Face for AI/ML models or datasets by keyword and get structured data: id, author, task, downloads, likes, library, tags, license and dates. Fast and reliable via the public Hugging Face Hub API. For AI/ML market research, model discovery and trend tracking.

Ben

Hugging Face Models Scraper - Low-cost💲🔥🤖📌

delectable_incubator/hugging-face-models-scraper-low-cost

Scrape Hugging Face model listings 🤖📊 with a powerful AI model scraper. Extract model names, creators, downloads, likes, tags, update dates, model URLs, and popularity metrics from keyword searches. Ideal for AI research, model discovery, ecosystem monitoring and machine learning datasets 🚀

Prime Scrape

Hugging Face Model Search & Stats Scraper (Free)

fit_melon/huggingface-model-search-stats

Search the Hugging Face Hub and export AI model stats as JSON: downloads, likes, task, library, license, base models, datasets and arXiv papers. Track AI model popularity and trends for free.

D N

HuggingFace Trending Models, Datasets & Spaces Scraper

outofboundslab/hf-trending-scraper

Scrape trending models, datasets, and spaces from HuggingFace Hub. Get download counts, likes, tags, pipeline types, licenses, and more. Sort by downloads, likes, or trending. Filter by task type.

Julian Bracaglia

Model Card Revision Monitor

flintglade/model-card-revision-monitor

Detect meaningful changes between Hugging Face or explicit model-card revisions, with immutable source hashes, evidence locators, semantic categories, severity, unified diffs, and optional paid baselines.

Flintglade

Hugging Face Model Explorer

lovely_radiologist/hf-model-explorer

Structured export of HF models with task, library, license, download count, and parsed model-card metadata. Built for AI teams doing model selection at scale.