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.
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.
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.
Add a custom connector. Open Customize, then Connectors. Select Add, then Custom, then Web.
Paste your Metorial MCP URL. Name it Metorial, paste your Magic MCP URL (<your-magic-mcp-url>) and continue.
Sign in. Select Add and sign in to load Winston Ai tools.
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.
Add a custom MCP server. On ChatGPT web, open Plugins, select +, then Add custom MCP server.
Paste your Metorial MCP URL. Name it Metorial, paste your Magic MCP URL (<your-magic-mcp-url>), choose OAuth and accept the risk notice.
Create and install the plugin. Select Create as a plugin, install it and sign in to load Winston Ai tools.
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.
Add Metorial to your MCP config. Use ~/.cursor/mcp.json for every project, or .cursor/mcp.json for one.
Sign in. Open Customize in the sidebar, find Metorial and sign in to load Winston Ai tools.
{
"mcpServers":{
"metorial":{
"url":"<your-magic-mcp-url>"
}
}
}
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.
Add the server over HTTP. Add --scope user to use it in every project.
Sign in. Run /mcp, select Metorial and sign in to load Winston Ai tools.
claude mcp add --transport http metorial <your-magic-mcp-url>
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.
Add the server and sign in. The Codex CLI, IDE extension and ChatGPT desktop app share this config.
Check the connection. Type /mcp in Codex to see Metorial and its Winston Ai tools.
codex mcp add metorial --url <your-magic-mcp-url>
codex mcp login metorial
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.
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.
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.
Does the Winston Ai MCP server support triggers?
Winston Ai exposes tools your agents call on demand; it does not publish event triggers yet. Everything still runs through one governed MCP URL.
Which AI clients can use the Winston Ai MCP server?
Any MCP client, including VS Code, Windsurf, Zed, OpenCode and Grok. Each one reaches the Winston Ai MCP server through the same Metorial URL.
How do I give only some teams access to Winston Ai?
Use role-based access control to decide which teams, users, and agents can use Winston Ai and which of its tools they can call.
Can I self-host the Winston Ai MCP server?
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.