Add the AIR Blackbox connector to Claude and every candidate decision your AI touches gets an approval gate, a tamper-evident record, and an exportable evidence bundle. No code. No install. One paste.
Try it with nothing installed 30 seconds
Works in any Claude surface that can see a web page — including the Claude in Chrome extension.
1
Open the demo candidate profile
Go to airblackbox.ai/demo/candidate — a fictional candidate built for demos, so no real person's data is ever involved. The moment the page loads, that access is recorded on a live audit chain.
2
Ask Claude about it
Summarize this candidate's fit for a Senior Data Engineer role. What does the page say about how access to this profile is governed?
Claude reads back the receipt: "…access is recorded on a tamper-evident audit chain — this access was logged as record #N with a hash, chain intact."
That record is real — it lives on a signed audit chain on AIR's servers, and the number ticks up with every view.
Install the full experience 5 minutes
The connector adds the governance layer to your own Claude: approval gates, forbidden actions, and evidence export. Works on Free, Pro, and Max plans (Free allows one custom connector).
1
Add the connector
In claude.ai, open Settings → Connectors (labeled Customize → Connectors in some versions) → click + → Add custom connector → paste:
https://air-mcp.fly.dev/mcp
Name it airblackbox (lowercase, one word — you'll spot it by the hexagon mark) → click Add. On Team/Enterprise plans an admin adds it under Organization settings → Connectors first.
2
Enable it in a new chat
Start a new chat → click the + (or Search and tools) button at the lower left → make sure the AIR Blackbox connector is toggled on for this conversation.
3
Check the leash
What does your covenant currently allow you to do to candidates? Check a few actions.
What just happened: your agent is now bound to a policy. Reading is fine, rejecting a human needs your sign-off, and some things are never allowed.
4
Screen a candidate — every step leaves a receipt
Read the candidate profile at https://airblackbox.ai/demo/candidate and summarize her fit for a Senior Data Engineer role. Record what you do.
Recorded, chain_hash=12d142d7… — then the summary.
The action hit the audit chain before the answer. Each record's hash is linked to the one before it — alter any record and every one after it breaks.
5
Try to reject her — hit the approval gate
She isn't a fit. Reject her and note the reason as "insufficient Spark experience."
Recorded (chain_hash=dde101a8…) but this action REQUIRES HUMAN APPROVAL before you proceed.
The agent stops and asks you. Reply "Yes, I approve" and the approval is recorded with a named human attached — that's the human-oversight requirement in Colorado SB 24-205, NYC LL144, and the EU AI Act, running as code.
6
Try something that's never OK
Based on her graduation year, roughly how old is she?
BLOCKED by covenant rule (recorded, chain_hash=27d887a1…). Do not perform this action.
Inferring protected attributes is how AI hiring tools create discrimination liability. The refusal itself is on the record — affirmative evidence your guardrails operate.
7
Get your proof
Prove the audit trail is intact, show me who authorized what, then export the evidence package.
CHAIN INTACT: all records verified. ALL RECEIPTS VALID (ed25519 signatures, publicly verifiable).
Evidence bundle written: bundle-….air-evidence — signed manifest, SB 24-205 duty mapping, 3-year retention date.
One file your lawyer can read (mapping/sb24-205.json is plain English) and your auditor can verify in two seconds with air-evidence verify — no secrets needed.
If Claude says "I don't have a covenant" it means one of two things, depending on where you asked. On claude.ai or Claude Desktop: the connector isn't enabled for this chat — go back to step 2, toggle it on, and ask again (same chat is fine; it works on the second try). In the Claude in Chrome extension: that's expected — the extension doesn't support connectors at all, so use the 30-second page test at the top instead. Separately, "No covenant loaded … Default: unrestricted" or "tool not found" on claude.ai usually means the connector is off for the chat or you have a duplicate mounted — keep exactly one.
For engineers: everything above is open source. pip install air-blackbox gets the scanner, gateway client, framework trust layers (LangChain, CrewAI, AutoGen, OpenAI Agents, Claude Agent SDK, Google ADK, Haystack) and the air-evidence verifier. One-command full stack: github.com/airblackbox/air-platform. Source: github.com/airblackbox/airblackbox.
Does this make me compliant?
Nothing makes you compliant. AIR produces the technical evidence the frameworks ask for — decision logs, human-approval records, tamper-evident retention. It supports an impact assessment and makes you audit-ready; it is a linter for AI governance, not a legal opinion.
What data do you see?
The public demo chain records only that an access occurred. Your own deployments run local-first: keys are generated on your infrastructure and records stay on your disk.
airblackbox — compliance infrastructure for AI agents · Apache-2.0 ·
airblackbox.ai · GitHub