# Course Drift Oracle (remote · signetworks.atelieri.workers.dev)

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

- Trust score: 71/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- remote · `signetworks.atelieri.workers.dev`: 71/100 (this document), [markdown](https://verifymcp.io/servers/710git-course-drift-oracle/signetworks.md), [page](https://verifymcp.io/servers/710git-course-drift-oracle/signetworks)

## Channel facts

- Endpoint: `https://signetworks.atelieri.workers.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-20.

- **Endpoint Security**: 46/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 10 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS enforcement could not be verified: the plaintext port answered with HTTP 406, which proves neither a plaintext path nor enforcement.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 79/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 928 tokens (~92/item across 10 items; 10 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 77/100
  - Stability observed for 23 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Course Drift Oracle MCP server?

Course Drift Oracle is a hosted endpoint at https://signetworks.atelieri.workers.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http 710git-course-drift-oracle 'https://signetworks.atelieri.workers.dev/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "710git-course-drift-oracle": {
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "710git-course-drift-oracle": {
      "type": "http",
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.710git-course-drift-oracle]
url = "https://signetworks.atelieri.workers.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "710git-course-drift-oracle": {
      "type": "remote",
      "url": "https://signetworks.atelieri.workers.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add 710git-course-drift-oracle --url 'https://signetworks.atelieri.workers.dev/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  710git-course-drift-oracle:
    url: "https://signetworks.atelieri.workers.dev/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "710git-course-drift-oracle": {
      "Transport": "http",
      "Url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add 710git-course-drift-oracle -t streamable-http -u 'https://signetworks.atelieri.workers.dev/mcp'
```

### Other

```json
{
  "mcpServers": {
    "710git-course-drift-oracle": {
      "type": "http",
      "url": "https://signetworks.atelieri.workers.dev/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-19 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-17 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-14 (score 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-12 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-10 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-08 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-06 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-04 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (10)

### `drift_summary` (~56 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.

### `verify_report` (~89 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.

Input parameters:

- `findings` (array): optionally, the findings array to check against findings_hash
- `receipt` (object, required): the receipt object from any report

### `drift_report` (~55 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` (~71 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.

### `model_status` (~97 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 receipt.

Input parameters:

- `model_id` (string, required): the model id to look up, e.g. "gpt-4o"

### `model_status_batch` (~120 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 gate a build on, instead of parsing an array of free lookups by hand.

Input parameters:

- `model_ids` (array, required): the model ids to look up, e.g. a CI pipeline's pinned model set

### `model_status_batch_x402` (~92 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.

Input parameters:

- `model_ids` (array, required): the model ids to look up, e.g. a CI pipeline's pinned model set

### `site_audit_summary` (~121 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 many of 12 passed, plus target and date - enough to decide whether the paid per-check detail is worth it.

Input parameters:

- `url` (string, required): the site URL to audit, e.g. "https://example.com"

### `site_audit` (~108 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 proves what was checked and when, not that the site is good.

Input parameters:

- `url` (string, required): the site URL to audit, e.g. "https://example.com"

### `site_audit_x402` (~119 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 confirm your URL is valid and not rate limited.

Input parameters:

- `url` (string, required): the site URL to audit, e.g. "https://example.com"

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/710git-course-drift-oracle/signetworks#diagnostics

## Score history

- 2026-09-20: 71
- 2026-09-19: 71
- 2026-09-18: 70
- 2026-09-17: 70
- 2026-09-16: 69
- 2026-09-15: 69
- 2026-09-14: 69
- 2026-09-13: 68
- 2026-09-12: 68
- 2026-09-11: 67
- 2026-09-10: 67
- 2026-09-09: 66
- 2026-09-08: 66
- 2026-09-07: 65
- 2026-09-06: 65
- 2026-09-05: 64
- 2026-09-04: 64
- 2026-09-03: 63
- 2026-09-02: 63
- 2026-09-01: 62
- 2026-08-31: 62
- 2026-08-30: 62
- 2026-08-29: 61
- 2026-08-28: 60

## Common questions

### What is the Course Drift Oracle MCP server?

Course Drift Oracle is an MCP server listed in the public MCP registry as io.github.710git/course-drift-oracle. Signed drift reports for the ai-agents-for-beginners course. Free summary; $0.25 full report. This page covers its hosted endpoint (https://signetworks.atelieri.workers.dev/mcp).

### Is the Course Drift Oracle MCP server safe to use?

Course Drift Oracle scores 71 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Course Drift Oracle MCP server expose?

Course Drift Oracle exposes 10 tools: drift_summary, verify_report, drift_report, drift_report_x402, model_status, and 5 more. Their descriptions and schemas cost roughly 928 tokens of context every time the server is loaded.

### Does the Course Drift Oracle MCP server require authentication?

No. We connected to Course Drift Oracle without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Course Drift Oracle MCP server still maintained?

Course Drift Oracle is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://signetworks.atelieri.workers.dev/mcp
- Repository: https://github.com/710git/course-drift-oracle
- Changelog RSS feed: https://verifymcp.io/servers/710git-course-drift-oracle/signetworks.xml
- Changelog JSON feed: https://verifymcp.io/servers/710git-course-drift-oracle/signetworks.json
- HTML version of this page: https://verifymcp.io/servers/710git-course-drift-oracle/signetworks