MCP server

Course Drift Oracle

io.github.710git/course-drift-oracle

Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools

Signed drift reports for the ai-agents-for-beginners course. Free summary; $0.25 full report.

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

10

Token cost

About 1,605 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

25 Oct 2026, 20:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http course-drift-oracle https://signetworks.atelieri.workers.dev/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.course-drift-oracle]
url = "https://signetworks.atelieri.workers.dev/mcp"

Gemini CLI

{"mcpServers":{"course-drift-oracle":{"httpUrl":"https://signetworks.atelieri.workers.dev/mcp"}}}

Cursor

{"mcpServers":{"course-drift-oracle":{"url":"https://signetworks.atelieri.workers.dev/mcp"}}}

VS Code

{"servers":{"course-drift-oracle":{"type":"http","url":"https://signetworks.atelieri.workers.dev/mcp"}}}

Antigravity

agy mcp add course-drift-oracle https://signetworks.atelieri.workers.dev/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"course-drift-oracle","server_url":"https://signetworks.atelieri.workers.dev/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"course-drift-oracle","server_url":"https://signetworks.atelieri.workers.dev/mcp"}

Tools

• drift_report ~99 tokens
  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-deriving anything. Verifiable against the free summary's findings_hash.
• drift_report_x402 ~108 tokens
  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 fix. Pay with x402 if you hold USDC; use drift_report to pay by card or other MPP methods.
• drift_summary ~110 tokens
  Free. How many pinned models and package versions in the ai-agents-for-beginners course have drifted from upstream reality, broken down by lesson and severity. Returns a signed receipt committing to the full findings set. No payment required.
• model_status ~165 tokens
  Free. Look up one model id in the signed catalog: current, deprecated, or retired, plus replacement, earliest_retirement, source, and retrieved. Returns an honest "unknown: not in catalog" for an id this catalog does not track - never conflated with "current". Includes the catalog snapshot's signed
• model_status_batch ~201 tokens
  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), plus any_action_needed: true if any input model is deprecated or retired. Built for a CI pipeline's pinned-model set - one signed answer and one boolean to gat
• model_status_batch_x402 ~159 tokens
  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 if you hold USDC; use model_status_batch to pay by card or other MPP methods.
• site_audit ~177 tokens
  Paid ($0.25). All 12 agent-legibility checks for a submitted site URL, each with status and detail, as a dated receipt signed live with a dedicated Ed25519 audit key (or explicitly unsigned while that key is unprovisioned - never a fabricated signature). Verify with verify_report. The signature prov
• site_audit_summary ~194 tokens
  Free. Submit a site URL; the worker runs 12 agent-legibility checks against it (robots.txt AI-crawler directives, llms.txt, MCP advertisement, structured data, meta/charset/content-type sanity, no-JS response) with bounded fetches, private addresses refused, and a per-target rate limit. Returns how
• site_audit_x402 ~176 tokens
  Paid ($0.25, x402/USDC). Same full site audit as site_audit: all 12 checks with status and detail as a signed dated receipt. Pay with x402 if you hold USDC; use site_audit to pay by card or other MPP methods. Payment settles before the target is checked, so run the free site_audit_summary first to c
• verify_report ~216 tokens
  Free. Verify a report receipt's Ed25519 signature, and optionally check that a findings array matches the hash the receipt committed to. Use this before paying to confirm the seller is describing real work, and after paying to confirm you received all of it.

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