You can access the GitHub Advisory Snapshot 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 API & Integrations 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    "buyerQuery": "buyer-ready records with source evidence",
10    "taskIntent": "buyer-ready-product-run",
11    "sourceMode": "startUrls",
12    "outputMode": "buyer-ready-records",
13    "startUrls": [{ "url": "https://api.github.com/advisories" }],
14    "requestTimeoutSecs": 30,
15    "maxRequestRetries": 2,
16    "sinceLastRun": False,
17    "deltaMode": True,
18}
19
20# Run the Actor and wait for it to finish
21run = client.actor("zentrafoundry/zentra-autonomous-actor-repair-bench").call(run_input=run_input)
22
23# Fetch and print Actor results from the run's dataset (if there are any)
24print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
25for item in client.dataset(run.default_dataset_id).iterate_items():
26    print(item)
27
28# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

GitHub security advisories — not an auto-repair API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

GitHub Advisory Snapshot API in JavaScript

GitHub Advisory Snapshot API through CLI

GitHub Advisory Snapshot OpenAPI definition

GitHub Advisory Snapshot API

GitHub Security Advisories Scraper

w3crawler/github-security-advisories-scraper

Reads public GitHub Security Advisory Database pages by GHSA/CVE/filter query and emits flat advisory records.

w3crawler

GitHub Security Advisories Scraper

parseforge/github-security-advisories-ghsa-scraper

Scrapes GitHub Security Advisories (GHSA) by ecosystem, severity, CVE ID, or affected package. Returns each advisory as a flat row with CVE, CVSS, EPSS, and package details.

ParseForge

GitHub Security Advisory Monitor

technicaldost/github-security-advisory-monitor

Track reviewed GitHub Security Advisories by ecosystem and severity.

Technical Dost Solutions

GitHub Security Advisories Scraper

parseforge/github-security-advisories-scraper

Scrapes GitHub Security Advisories by GHSA ID, CVE, ecosystem, severity, CWE, or date range. Returns each advisory as a flat row with description, affected packages, CVSS scores, and references. Export to CSV, JSON, Excel, or XML.

ParseForge

GitHub Security Advisories Scraper

maximedupre/github-security-advisories-scraper

GitHub Security Advisories Scraper for GHSA feeds, CVE lookup, package lookup, severity filters, CVSS, EPSS, CWE, fixed versions, references, credits, and advisory timestamps.

Maxime Dupré

GitHub Security Advisories Scraper — GHSA & CVE

bovi/github-advisories-scraper

Scrape the GitHub Advisory Database (GHSA) — security advisories mapped to CVEs, affected packages, version ranges, CVSS and CWE. Filter by ecosystem (npm, pip, maven...) and severity. Official keyless API. Schedule as a dependency-vulnerability monitor. Pay per result.

Vitalii Bondarev

GitHub Advisories Scraper: GHSA Security Database

arman-bd/github-advisories-scraper

Scrape the GitHub Advisory Database: GHSA identifiers, CVE aliases, severity, affected package ranges, patched versions and CWEs. Curated and often ahead of NVD.

Arman Hossain

GitHub Security Advisories Scraper (GHSA, CVE, CVSS)

scrapers_lat/github-security-advisories-scraper

Scrape the GitHub Global Security Advisory database. Extract GHSA & CVE IDs, severity, CVSS score+vector, CWEs, affected packages, patched versions and references. Optional OSV.dev cross-reference and AI remediation. JSON, CSV, Excel.

Scrapers Lat

GitHub Security Advisory Tracker — New GHSA Advisories

m_ctim/github-security-advisory-tracker

Track new GitHub Security Advisories (GHSA) by package ecosystem, package name, or severity. Get affected version ranges, patched versions, CVSS score, and CWE for open-source dependency vulnerabilities.

Timothy Kelvin

GitHub Security Advisories Scraper - GHSA CVE Data

ninhothedev/github-advisories-scraper

$1/1K 🔥 Scrape the GitHub Advisory Database (GHSA): vulnerabilities with affected packages, ecosystem-specific vulnerable version ranges, first patched version, CVSS, EPSS and CWE. One row per affected package. No API key required.