14 billion Docker image pulls last year. Yeah, that’s the stat that stops you cold — most are fluff, but asqav-mcp just landed on Docker Hub, promising to slap some actual reins on your AI agents.
Look, I’ve covered enough AI hype cycles to know when something cuts through the noise. asqav-mcp isn’t another chatbot wrapper. It’s an MCP server — Model Context Protocol, for the uninitiated — that enforces policies, signs actions with quantum-safe crypto, and leaves audit trails you could show a regulator without sweating.
And it’s on Docker Hub now. One pull, one run. No more “it works on my machine” excuses.
One command to run it: docker pull jagmarques/asqav-mcp docker run -e ASQAV_API_KEY=”sk_live_…” jagmarques/asqav-mcp
That’s straight from the announcement. Simple. Brutal. Effective — if you’re tired of Python env roulette.
Why Bother Dockerizing AI Governance?
Production deploys. That’s where the wheels fall off. Pip install? Fine for tinkering. But scale it, and suddenly you’re wrestling dependency hell, venv voodoo, and drift when some upstream package sneaks in a breaking change.
Docker fixes that. Pinned versions like jagmarques/asqav-mcp:0.3.1 — immutable. Digest-fixed. Audit-friendly. Prove exactly what ran when the agent went haywire and deleted your database. (Hypothetically. Or not.)
Here’s the cynical bit: Who profits? Free tier covers it all, no card needed. But enterprise audits? That’s where Jag Marques — the dev behind this — smells recurring revenue. Smart. Not revolutionary, just pragmatic.
It hooks into MCP-compatible clients: Claude Desktop, Cursor, whatever’s piping tools to your agents. Exposes gate_action for pre-execution checks, complete_action for post-mortems with bilateral receipts. Cryptographically linked. Auditors love that stuff.
enforced_tool_call proxies the whole shebang — policy check, forward to tool, capture response, sign it all. No gaps.
Is asqav-mcp Quantum-Safe Hype or Real Deal?
Quantum-safe signatures via ML-DSA-65 (FIPS 204). Sounds fancy. But post-quantum crypto isn’t sci-fi anymore — NIST’s been greenlighting these since ‘22. Agents signing actions? Verify later? That’s table stakes for any serious governance layer.
Set tool policies via env var:
ASQAV_PROXY_TOOLS=’{“sql:execute”: {“risk_level”: “high”, “require_approval”: true}, “file:delete”: {“blocked”: true}}’
Blocked tools deny. Hidden ones? Poof — they don’t exist to the agent. Sneaky. Effective.
But wait — bilateral receipts. Agent requests gate_action, gets signed approval. Executes, calls complete_action with results. Server chains the sigs. One record proves intent, decision, outcome. Standard logs? They say “approved,” not “what broke.”
This matters. AI agent oopsies are piling up — remember that CrowdStrike vibe, but with bots autonomously nuking prod? Yeah.
Config for Claude Desktop? Slap it in claude_desktop_config.json:
{ “mcpServers”: { “asqav”: { “command”: “docker”, “args”: [“run”, “–rm”, “-e”, “ASQAV_API_KEY=sk_live_…”, “jagmarques/asqav-mcp:0.3.1”] } } }
Or stick to pip if Docker feels heavy. claude mcp add asqav – asqav-mcp. Your call.
Skeptical veteran insight time: This echoes the Sarbanes-Oxley scramble of 2002. Companies bolting compliance onto spaghetti systems after Enron blew up. MCP’s the new SOx for AI — but without standards, it’ll fragment like early Kubernetes did. Bold prediction: By 2026, we’ll see a “MCP Consortium” or it all implodes into vendor lock-in. Marques is early; watch if he consolidates.
GitHub’s there: https://github.com/jagmarques/asqav-mcp. Docker Hub: https://hub.docker.com/r/jagmarques/asqav-mcp. PyPI too, if you’re old-school.
Does it deliver? Free tier says try it. But ask: Who’s paying when quantum threats hit prime time? Or when your agent lawyers up over a bad delete.
Who Actually Needs This Today?
Devs gluing agents into workflows. Teams with tools like SQL exec or file ops exposed. Anyone paranoid about audit trails — fintech, healthcare, defense adjacents.
Not solo hackers. Not ChatGPT tinkerers. Prod teams where “agent did it” won’t fly.
PR spin check: No buzzword salad here. Just commands, configs, crypto specs. Refreshing. But free forever? Bet on tiers creeping in.
Wandered a bit there — point is, Docker makes it dead simple to layer this under your stack. No excuses now.
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Frequently Asked Questions
What is asqav-mcp?
MCP server for AI agent governance: policy enforcement, signed audits, quantum-safe sigs via Docker or pip.
How do I run asqav-mcp with Docker?
docker pull jagmarques/asqav-mcp && docker run -e ASQAV_API_KEY=”sk_live_…” jagmarques/asqav-mcp:0.3.1
Does asqav-mcp work with Claude Desktop?
Yes, add to claude_desktop_config.json under mcpServers with docker run args.
