Winston Ai MCP server

Connect Winston Ai to Claude, ChatGPT, Cursor, Claude Code, Codex, Gemini, GitHub Copilot and any other MCP client, for your whole team. Metorial adds security, governance, and tracing, and gives everyone one Magic MCP URL to connect.

What you can do with the Winston Ai MCP server

Ask your agent in plain language. Each of these maps to a real tool on the server.

  • Use the detect plagiarism tool in Winston Ai
  • Use the detect ai image tool in Winston Ai
  • Use the detect ai text tool in Winston Ai
  • Use the compare texts tool in Winston Ai
  • Use the fact check tool in Winston Ai
  • Use the analyze image forensics tool in Winston Ai

Supported Tools

detect_plagiarism

Detect Plagiarism

Scans text content against internet sources to identify duplicate or similar content. Returns an overall plagiarism score, matched sources with URLs and titles, word-level match details (identical vs. similar), citation detection, and obfuscation attack detection. Accepts plain text, a publicly accessible file URL (.pdf, .doc, .docx), or a website URL. Supports 45+ languages with auto-detection. You can exclude specific domains or URLs from the scan and tailor results by country.

detect_ai_image

Detect AI Image

Analyzes an image to determine whether it was generated by AI or created by a human. Returns a human score (0-100), AI and human probabilities (0-1), and extracts provenance metadata including C2PA content credentials, EXIF/IPTC data, and AI watermark detection. Identifies images from major AI generators including ChatGPT Images, Midjourney, Stable Diffusion, Adobe Firefly, Ideogram, Leonardo, Runway, and others. Also detects manipulated faces, identity swaps, synthetic personas, and deepfakes.

detect_ai_text

Detect AI Text

Analyzes text content to determine if it was written by a human or generated by AI. Returns a human score (0-100) where higher values indicate more likely human-written content. Can also provide per-sentence scores for granular analysis, a readability score, and detection of obfuscation attacks such as zero-width spaces or homoglyph substitutions. Accepts plain text, a publicly accessible file URL (.pdf, .doc, .docx), or a website URL as input. Supports 12+ languages with auto-detection.

compare_texts

Compare Texts

Compares two pieces of text to identify similarities and differences. Returns an overall similarity score (0-100), per-text matching word counts, similarity percentages, and detailed item-level match positions. Useful for checking if two texts share common content, detecting paraphrasing, or verifying text originality between documents.

fact_check

Fact Check

Verifies the factual accuracy of content by extracting claims and checking them against trusted sources. Returns an overall accuracy score (0-100), and for each claim provides a verdict (SUPPORTED, PARTIALLY_SUPPORTED, NOT_ENOUGH_EVIDENCE, or REFUTED), a confidence score, an explanation, and reference links. Accepts plain text, a publicly accessible file URL (.pdf, .doc, .docx), or a website URL. Supports 38+ languages with auto-detection. Extracts up to 12 claims per request.

analyze_image_forensics

Analyze Image Forensics

Analyzes a public image for signs of AI generation or manipulation. Returns a classification, confidence level, authenticity assessment, explanation, and findings from the forensic methods used.

Connect Winston Ai to your AI client

Every client uses the same Magic MCP URL, and so does any other MCP client. Add it once and sign in with SSO.

  1. Enable Winston Ai in Metorial. In your Metorial portal, enable the Winston Ai MCP server and sign in with the account that owns the data. Access stays governed by your team policies.
  2. Add a custom connector. Open Customize, then Connectors. Select Add, then Custom, then Web.
  3. Paste your Metorial MCP URL. Name it Metorial, paste your Magic MCP URL (<your-magic-mcp-url>) and continue.
  4. Sign in. Select Add and sign in to load Winston Ai tools.

Run Winston Ai through the Metorial gateway

One governed layer for every app your agents reach, not a separate connector per tool.

  • Give Winston Ai and every other app to your whole team through one MCP gateway, behind your SSO.
  • Scope which teams and agents can use Winston Ai tools with role-based access control, and trace every call.
  • Prefer to run it yourself? Metorial is open source and self-hostable.

More integrations teams use with Winston Ai

Notion

Create, read, update, and archive pages and databases in a Notion workspace. Manage blocks (paragraphs, lists, headings, embeds, etc.) within pages. Query databases with filters and sorts across rich property types including text, numbers, dates, selects, relations, and formulas. Search across pages and databases by title. Add and read comments on pages and blocks. Upload files to pages. Manage workspace users and retrieve user profiles.

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Resolve site users to numeric Person/Group LookupId values. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Retrieve site properties and search for sites across Microsoft 365.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Confluence

Create, read, update, and delete pages, blog posts, comments, and attachments in Confluence spaces. Manage spaces, permissions, labels, and content restrictions. Search content using Confluence Query Language (CQL). Upload and download file attachments with versioning. Manage users, groups, and group memberships. Create and manage whiteboards, databases, folders, and templates. View and update inline tasks. Access audit logs.

Technical notes for Winston Ai

Detect AI-generated text and images, check for plagiarism, verify factual claims, and compare texts for similarity. Submit content as plain text, file URLs, or website URLs and receive confidence scores. AI text detection returns human scores (0–100), per-sentence scoring, readability analysis, and obfuscation attack detection across 12 languages. AI image detection identifies synthetic images, deepfakes, and extracts C2PA provenance and EXIF metadata. Plagiarism detection scans text against internet sources, returning matched sources with details across 45 languages. Fact checking extracts claims from content and verifies them against trusted sources with per-claim verdicts and references. Text comparison analyzes two texts for similarity with detailed match positions.

Frequently asked questions

Common questions about connecting Winston Ai to AI agents with Metorial.

  1. How many tools does the Winston Ai MCP server have?
    The Winston Ai MCP server exposes 6 tools, including Detect Plagiarism, Detect AI Image, Detect AI Text. Each one is governed and traced through Metorial.
  2. Winston Ai exposes tools your agents call on demand; it does not publish event triggers yet. Everything still runs through one governed MCP URL.
  3. Any MCP client, including VS Code, Windsurf, Zed, OpenCode and Grok. Each one reaches the Winston Ai MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use Winston Ai and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the Winston Ai MCP server yourself or use the hosted gateway.

Connect Winston Ai to production AI agents

See how Metorial gives your team governed access to Winston Ai, with tracing and security controls built in.