You can access the Prompt Injection Catalog Scanner 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": [],
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-prompt-injection-quarantine").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

Prompt-injection keyword scanner — public catalogs API in Python

The Apify API client for Python is the official library that allows you to use Prompt Injection Catalog Scanner API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Prompt Injection Catalog Scanner API in JavaScript

Prompt Injection Catalog Scanner API through CLI

Prompt Injection Catalog Scanner OpenAPI definition

Prompt Injection Catalog Scanner API

JSON Dataset Quality Auditor

zentrafoundry/apify-dataset-quality-auditor-v2

Field-level audit of a public JSON array. Try is Allbirds products.json. Not an Apify platform scanner. $2 / 1,000.

Zentra

Prompt Injection Surface Scanner

civicdataworks/prompt-injection-surface-scanner

Scan public pages for prompt-injection phrases before they are indexed into RAG or used by agents.

Rowan Mercer

Injection Shield - Prompt-Injection & Jailbreak Detector

apricot_blackberry/agent-injection-shield

Stop prompt-injection and jailbreaks before your agent reads them. Scans tool results, web pages, and user input for instruction-override, hidden Unicode tag-smuggling, ChatML token injection, and 30+ attack patterns. Returns a risk score, flags, and sanitized text.

Creator Fusion

Public JSON Catalog Diff

zentrafoundry/dataset-diff-engine

Diffs two public JSON catalogs you supply. Try is Allbirds vs Everlane products.json. Not time travel. $2 / 1,000.

Zentra

Prompt Injection Web Scanner

q_services/prompt-injection-web-scanner

Scan webpages or text for prompt injection, secret exfiltration, hidden instructions and Unicode control characters.

Q Services

Prompt Injection & Jailbreak Payload Corpus

jungle_synthesizer/prompt-injection-jailbreak-payload-corpus-scraper

Normalizes published prompt-injection and jailbreak datasets from HuggingFace and GitHub research repos into one labeled corpus: technique, target model, defense bypassed, license, cross-source dedup. Defensive only — aggregates public data for guardrail/eval testing, never targets a live LLM.