Index / MCP servers / Course Drift Oracle

Course Drift Oracle MCP server

Course Drift Oracle is a remote MCP server that gives an AI agent 10 tools, among them drift_report, drift_report_x402, drift_summary. It answers at https://signetworks.atelieri.workers.dev/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 10 September 2026; the last check, on 19 October 2026, succeeded.

Status
Answering
Tools
10
Reliability
6 of 6 checks
Response time
495 ms
Transport
streamable HTTP
Last checked
19 October 2026

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

Description as the publisher wrote it.

The 10 tools Course Drift Oracle offers

ToolWhat it does
drift_reportPaid ($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_x402Paid ($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_summaryFree. 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 require
model_statusFree. 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 confl
Inputs: model_id
model_status_batchPaid ($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
Inputs: model_ids
model_status_batch_x402Paid ($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.
Inputs: model_ids
site_auditPaid ($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 fabricat
Inputs: url
site_audit_summaryFree. 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
Inputs: url
site_audit_x402Paid ($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 targ
Inputs: url
verify_reportFree. 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 r
Inputs: receipt, findings

Add Course Drift Oracle to your AI client

Every block below points at https://signetworks.atelieri.workers.dev/mcp. Pick your client and copy.

Claude Code: one command in your terminal
claude mcp add --transport http course-drift-oracle https://signetworks.atelieri.workers.dev/mcp
Claude Desktop: claude_desktop_config.json
{
  "mcpServers": {
    "course-drift-oracle": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://signetworks.atelieri.workers.dev/mcp"]
    }
  }
}
Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project
{
  "mcpServers": {
    "course-drift-oracle": {
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
VS Code and GitHub Copilot: .vscode/mcp.json
{
  "servers": {
    "course-drift-oracle": {
      "type": "http",
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
Zed: Zed settings.json
{
  "context_servers": {
    "course-drift-oracle": {
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
Windsurf: ~/.codeium/mcp_config.json
{
  "mcpServers": {
    "course-drift-oracle": {
      "serverUrl": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON
{
  "mcpServers": {
    "course-drift-oracle": {
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
Continue: .continue/mcpServers/neuronto.yaml
name: Course Drift Oracle
version: 0.0.1
schema: v1
mcpServers:
  - name: Course Drift Oracle
    type: streamable-http
    url: https://signetworks.atelieri.workers.dev/mcp
Gemini CLI: ~/.gemini/settings.json
{
  "mcpServers": {
    "course-drift-oracle": {
      "httpUrl": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
Codex CLI: MCP server config
{
  "mcpServers": {
    "course-drift-oracle": {
      "type": "http",
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
Warp: MCP servers, + Add, paste JSON
{
  "mcpServers": {
    "course-drift-oracle": {
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
Goose: a one-click extension link
goose://extension?url=https%3A%2F%2Fsignetworks.atelieri.workers.dev%2Fmcp&type=streamable_http&id=course-drift-oracle&name=Course%20Drift%20Oracle

Is Course Drift Oracle up right now?

It answered our last check on 19 October 2026 in 495 ms. Over 6 checks since 10 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.

MCP servers similar to Course Drift Oracle

Questions about Course Drift Oracle

How many tools does Course Drift Oracle have?

10, as returned by the server's own tools/list on 12 September 2026: drift_report, drift_report_x402, drift_summary, model_status, model_status_batch, model_status_batch_x402, site_audit, site_audit_summary, and 2 more.

Is Course Drift Oracle down?

It answered our last check on 19 October 2026 in 495 ms. Over 6 checks since 10 September 2026 it answered 6.

How do I add Course Drift Oracle to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://signetworks.atelieri.workers.dev/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does Course Drift Oracle need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: io.github.710git. Endpoint host: signetworks.atelieri.workers.dev. ARD identifier: urn:air:io.github.710git:mcp:course-drift-oracle. First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.