Mmcp.market

Stipple — AI Text Detection MCP server

by stipple.sh·sh.stipple/openwarrant-aitext·v0.1.7
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Is this prose AI-written? A probability with the tells behind it. Free to start, no key.

A85/100grade A
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Safety scan
A85/100

full report

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Stipple — AI Text Detection tools (1)

write = sends, deletes, buys or posts
  • detect_ai_textFree

    Estimate the PROBABILITY that a document's text was AI-GENERATED (LLM-written prose). USE THIS WHEN someone shares prose — an essay, cover letter, article, review, application, or report (or a link to one) — and asks: did an AI / ChatGPT write this? is this human-written? detect AI text. Provide the document ONE way: `text` (pasted markdown/plain prose), `url` (a public http(s) link to a page or PDF — fetched server-side, the cheapest call), OR `bytes_b64` (a base64 PDF/file, plus `filename` for routing). Returns `{probability, lean, tells, reasoning, applicable}`. HONEST SCOPE: the probability is the model's CONFIDENCE, not a calibrated truth — it can false-flag templated/coached or non-native-English writing. It works on PROSE only: for a form/table/numeric document (payslip, statement) it returns `applicable: false` and abstains, because AI-text detection false-positives badly there — use `verify_document` (the authenticity engine) for those, and `verify_references` to check a doc's citations/claims.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 2963ms17/20
  • Tool poisoning1 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 22 days ago15/15
  • Maintainer identitynamespace and repository owner differ; GitHub account older than a year; website matches verified namespace7/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http openwarrant-aitext https://www.stipple.sh/mcp-aitext
Add to Cursor

Stipple — AI Text Detection: common questions

Is Stipple — AI Text Detection MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the Stipple — AI Text Detection safety report
How do I install Stipple — AI Text Detection?
It runs remotely at www.stipple.sh. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Stipple — AI Text Detection need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Stipple — AI Text Detection maintained?
The last commit was 22 days ago (2026-08-29). The latest release is v0.1.7.
Is Stipple — AI Text Detection up?
100% of our last 6 checks got an answer. We check remote servers about four times a day.

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