Winston.ai MCP integration
Scores a submitted passage for AI authorship, checks it for plagiarism against online sources, and measures how closely two texts match.
3actions available
What your agent can do with Winston.ai
Every action runs live through MCP. Nothing to build, nothing to maintain.
AI text detection
Ayro flags text suspected to be AI-generated so you know the source of customer messages. Your team spots automated responses or AI-written complaints for appropriate handling.
How businesses use Winston.ai + Ayro
Each card is one request a support team gets, and the Winston.ai actions Ayro runs to close it.
Screen a submission as it arrives
When someone submits copy, an essay, or a review, Ayro scores it for AI authorship and checks the same passage against online sources, so a reviewer opens it already knowing whether it is original work.
AI Text DetectionPlagiarism DetectionCompare a rewrite against the draft it came from
Given two finished versions, Ayro measures the similarity between them and checks the newer one for copied wording, which settles whether an edit is a genuine rewrite or a lightly reworded copy.
Text ComparePlagiarism DetectionEscalate a flagged piece with the evidence attached
When a score needs a human judgement call, Ayro hands the conversation to a person with the detection results and the submitted text already in the thread rather than deciding on its own.
AI Text DetectionPlagiarism Detection
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Winston.ai actions it has and picks the ones a request needs.
Connect Winston.ai
Authorize the Winston.ai account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Winston.ai actions that close it and chains as many as the request needs.
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free
Winston.ai · Ayro
What can you do in Winston.ai without me setting anything up?
These, right away:
- AI text detection
- Plagiarism detection
- Text_compare
Great, let's start with the first one.
FAQ
Everything else about Winston.ai
Setup, permissions, and the limits of what Ayro can do inside Winston.ai.
Not through this connection. Winston AI's own platform covers image verification, but the connected toolkit exposes three text actions only - AI Text Detection, Plagiarism Detection, and Text Compare - so Ayro works on written content and nothing else.
Every action available in Winston.ai
All 3 actions your agent can call on Winston.ai, straight from the live MCP connection.
AI text detection
Detect AI-generated text.
Plagiarism detection
Detect plagiarism.
Text_compare
Compare two texts.
The tools Winston.ai sits next to
Same connection, same setup. Pick the next one your team already uses.
Anthropic administrator
Lists the Claude models available on an account, retrieves one by ID, and sends a conversation history for a completion.
Composio search
Answers off-catalog questions with live web, news, retail, travel, and maps results, then fetches the source page behind the answer.
Genderize
Estimates the gender most often associated with a first name, optionally scoped to a country code, from the name a workflow already holds.
Lmnt
Synthesizes speech in preset or custom voices, returns word-level timings for captions, and keeps the voice library and usage in check.
Replicate
Finds models and reads their input schemas, runs and cancels predictions, manages deployments and hardware, and drives fine-tuning jobs.
Textrazor
Classifies incoming text into taxonomy categories, extracts named entities with confidence scores, and maintains the classifiers behind both.
Ready to connect Winston.ai?
Authorize the account and your agent has all 3 actions from the first conversation.