Red Teaming

We don't ask if your AI can be tricked. We prove it.

[ MCP Recon ]
Live map of the tools an MCP server exposes — send_email, get_record, execute_query, list_resources, http_fetch and search_docs — wired to the MCP server node

We map every tool your MCP server exposes live, then attack the connections static scanners never see

[ HMAC-Canary Oracle ]

We plant an unforgeable secret inside the agent before the test. A finding only counts when that exact secret crosses a boundary it never should. Recompute it yourself — zero false positives.

[ Attack Library ]

77 adversarial techniques across 14 categories 34 built specifically for MCP.

Gets Smarter With Time

Every engagement adds to a private corpus of real findings. Competitors can copy attacks. They can’t copy evidence.

[ Orchestrator ]

Runs attacks in parallel or sequence against your live agent. Budget-aware, with a circuit breaker that stops before damage.

[ Evidence Pack ]

Every finding ships with hashes, transcripts, and recompute blocks. An auditor can verify it themselves.

hash
0x9F3A...2E1B
transcript
attached
recompute
verified
[ Cohen’s K = 0.98 ]

Agrees with human experts98% of the time

Deciding whether an answer is harmful takes judgment, so our jailbreak tests need a grader. We measure ours against real human experts instead of asking you to trust a black box. MCP findings skip the grader entirely. Those are cryptographically proven.

Thermal rendering of a human head, half resolved and half dithered — the human grader the jailbreak scores are measured against

OWASP MCP Top-10 · MITRE ATLAS · NIST AI-600-1 · Adversa MCP-25

Benchmarks

MCP red team — the attack surface other tools miss

34 attacks · 7 classes · text, image, audio · against both the agent and the live server

Cross-Modal Exfiltration

≥68%GPT 5.2

A grid of image tiles with one tile flagged red — a secret carried out inside an image

Secret Hidden In An Image, Sent Out Over The Network. Canary-Proven.

Cross-Server Shadowing

≥68%GPT 5.2

Two tool grids joined by a dashed link — one server's tools reappearing on another

One Server Hijacks Another's Tools — Invisible To Static Scans.

Live-Server Transport

2Reproduced

A dot grid with a routed arrow doubling back — a request rebound onto an exposed host

Exposed-Host + DNS-Rebinding, Verified Live With Curl.

Scope

34Attacks
3ModalitiesText · Image · Audio
7Classes
2TargetsAgent · Live Server

Grader accuracy — out of distribution (sets we didn’t tune on)

HarmBenchPrecision
0.97
n = 50
HarmBenchPrecision
0.87
n = 602
HarmBenchFalse-pos rate
7.3%
n = 602