The Course Drift Oracle MCP server,
connected in one click.
Signed drift reports for the ai-agents-for-beginners course. Free summary; $0.25 full report. Connect the official Course Drift Oracle MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add Course Drift Oracle to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http course-drift-oracle https://signetworks.atelieri.workers.dev/mcpRun in your terminal, then restart Claude Code.
Course Drift Oracle · https://signetworks.atelieri.workers.dev/mcp
What your AI can do with Course Drift Oracle
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “drift_summary”: Free. How many pinned models and package versions in the ai-agents-for-beginners course have drifted from upstream reality, broken down by l.”
“Use “verify_report”: Free. Verify a report receipt's Ed25519 signature, and optionally check that a findings array matches the hash the receipt committed to. Use.”
“Use “drift_report”: Paid ($0.25). Every drift finding with file path, line number, what is wrong, and the suggested fix - enough to open a PR without re-derivin.”
“Use “drift_report_x402”: Paid ($0.25, x402/USDC). Same full drift report as drift_report: every finding with file path, line number, what is wrong, and the suggested.”
How secure is the Course Drift Oracle MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Course Drift Oracle holds up.
Official endpoint
Operated by Course Drift Oracle (github.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If Course Drift Oracle adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick Course Drift Oracle
Choose Course Drift Oracle in the gate directory. No sign-in needed.
Use it anywhere
Course Drift Oracle's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools Course Drift Oracle exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
drift_summary — Free. How many pinned models and package versions in the ai-agents-for-beginners course have drifted from upstream reality, broken down by l
verify_report — Free. Verify a report receipt's Ed25519 signature, and optionally check that a findings array matches the hash the receipt committed to. Use
drift_report — Paid ($0.25). Every drift finding with file path, line number, what is wrong, and the suggested fix - enough to open a PR without re-derivin
drift_report_x402 — Paid ($0.25, x402/USDC). Same full drift report as drift_report: every finding with file path, line number, what is wrong, and the suggested
model_status — Free. Look up one model id in the signed catalog: current, deprecated, or retired, plus replacement, earliest_retirement, source, and retrie
model_status_batch — Paid ($0.10). Look up a list of model ids in the signed catalog and return one entry per id (or an honest "unknown: not in catalog" per id),
model_status_batch_x402 — Paid ($0.10, x402/USDC). Same batch model status lookup as model_status_batch: one entry per input id plus any_action_needed. Pay with x402
site_audit_summary — Free. Submit a site URL; the worker runs 12 agent-legibility checks against it (robots.txt AI-crawler directives, llms.txt, MCP advertisemen
+ 2 more tools once connected
Who runs the Course Drift Oracle MCP server?
The Course Drift Oracle MCP server at a glance
https://signetworks.atelieri.workers.dev/mcpQuestions, answered
Is there an official Course Drift Oracle MCP server?
Yes — Course Drift Oracle operates its own remote MCP server at signetworks.atelieri.workers.dev. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect Course Drift Oracle to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick Course Drift Oracle in the directory. No account or sign-in is needed. From then on, Course Drift Oracle's tools are available in every client you've connected to gate.
Do I need to host anything?
No. Course Drift Oracle runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the Course Drift Oracle MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect Course Drift Oracle in minutes. No credit card required.
Connect more than just Course Drift Oracle
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up Course Drift Oracle in: Claude · Claude Code · ChatGPT · Cursor · VS Code
Give your AI Course Drift Oracle — safely.
One URL. All MCPs. Full control. Free to start.
Get started free