Prompt Injection Catalog Scanner

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

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

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.

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

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

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.

Public OWASP LLM Top 10 2025 headings (LLM01 Prompt Injection). Not a model red-team. $0.01 / heading.

Competitor Public Page Change Monitor

zentrafoundry/monitor-competitor-public-changes

Snapshot public competitor pages. First run is a baseline; schedule the next run for diffs. $0.01 / snapshot.

Diffs two public JSON catalogs. Try is Allbirds vs ColourPop products.json. Distinct pair from v1. $2 / 1,000.