Alternatives to indirect-injection-detection
indirect-injection-detection is an agent skill by Tencent: Detect indirect prompt injection (goal hijack). If it doesn't fit your setup, these 12 agent skills cover similar ground. They are ordered by how closely they match indirect-injection-detection and by our rank, which weighs adoption, freshness and documentation; money never changes the order. ai-agent-security leads the list (larger repository (48.4K stars)). 1 of them is published by the company behind the product. Each entry shows data reasons to switch, and you can open a side-by-side comparison with indirect-injection-detection.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
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indirect-injection-detection
Detect indirect prompt injection (goal hijack).
12 alternatives
Ordered by how closely each matches indirect-injection-detection (shared product, category or stated alternative) and by rank.
- 1ai-agent-security
devops-skills
Secure AI agents against prompt injection, tool abuse, and data exfiltration with defense-in-depth controls.
- Larger repository (48.4K stars)
★ 48.4KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 2ai-security-hardening
devops-skills
Harden AI/LLM deployments against prompt injection, data exfiltration, model theft, and supply chain attacks.
- Larger repository (48.4K stars)
★ 48.4KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 3direct-injection-detection
TencentOfficial
Detect direct prompt injection or instruction override via user message (no external content).
- Published by the vendor
- Repository has 7.1K stars
★ 7.1KLast active Oct 22, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 4hunt-llm
Encod3d-Sec
LLM / AI application attack hunting - prompt injection (direct + indirect), excessive agency, insecure output handling, system-prompt + data leakage.
- Open source (MIT)
★ 335Last active Aug 19, 2026Claude Code, Claude apps, Codex, Cursor +6
BFreshness: B–Security: not graded yet - 5pleading-injection-guard
lawve-ai
Detects prompt injection hidden in documents from the other side (pleadings, skeletons, bundles, served evidence, opponents' emails and attachments) before an…
- Supports Python and bash
★ 895Last active Oct 2, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 6hunt-mcp
Encod3d-Sec
MCP server attack hunting - tool poisoning, indirect prompt injection via tool output, rug-pull updates, cross-tool shadowing…
- Open source (MIT)
★ 335Last active Jul 27, 2026Claude Code, Claude apps, Codex, Cursor +6
BFreshness: B–Security: not graded yet - 7pentest-ai-llm-security
jd-opensource
AI/LLM application security testing — prompt injection, jailbreaking, data exfiltration, and insecure output handling per OWASP LLM Top 10.
- Open source (Apache-2.0)
★ 315Last active Jul 2, 2026Claude Code, Claude apps, Codex, Cursor +6
CFreshness: C–Security: not graded yet - 8skill-injection-defense
lawve-ai
Audits legal AI skills, prompts, workflows, MCP/tool instructions, and agent packages for prompt injection, malicious instructions, unsafe scripts, suspicious…
★ 895Last active Jul 30, 2026Claude Code, Claude apps, Codex, Cursor +6
BFreshness: B–Security: not graded yet - 9prompt-guard
Orchestra-Research
Meta's 86M prompt injection and jailbreak detector.
- Repository has 13.9K stars
- Open source (MIT)
★ 13.9KLast active Jun 16, 2026Claude Code, Claude apps, Codex, Cursor +6
CFreshness: C–Security: not graded yet - 10
Detects prompt injection attacks targeting LLM-based applications using a multi-layered defense combining regex pattern matching for known attack signatures…
- Supports Python
★ 72Last active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 11ai-engineering-toolkit
sickn33
Overview of six AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit…
- Larger repository (48.4K stars)
★ 48.4KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 12little-canary
hermes-labs-ai
Use when you need to screen inbound untrusted text before it reaches a primary model — detecting prompt injection by its behavioral effect on a sacrificial…
- Active in the last 30 days
- Open source (Apache-2.0)
★ 41Last active Oct 20, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet