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100
MCP live MCP 2026-07-28 http

Gifi

can/gifi

Inspect hidden Unicode for free. Paid rewrite for published statistical text watermarks (Claude, Gemini). Strip C2PA and file metadata. We will not certify a detector. Contact: support@gifi.ai

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Watch this dependency

Get before/after evidence when observed tools, schemas, authentication access, availability or the endpoint changes.

Inspect evidence and set up a watch Share public evidence report
Uptime
100.0%
3 direct probes · 30d
Response
1420ms
last probe
Tools
4
callable
Resources
4
readable
Prompts
0
available
Primary URL
https://gifi.ai/mcp
Score: 100/100
Handshake verified by our own probe.
why this score
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
4 tools, 4 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
8 items in total; 3 or more earns these points.
pass Describes itself 10/10
192 characters; more than 30 earns these points.

Tools · 4

inspect

Report what AI provenance marks are present without modifying anything. Inspect first. Free. Do not claim a vendor detector will fail. A rewrite does not prove human authorship. Pixel, audio and video…

clean

Clean invisible Unicode from text (free) or strip file metadata (1 credit). Inspect first. Supported files: PNG, JPEG, WebP, SVG, HTML, Markdown, PDF, DOCX, ODT. If a format is refused, do not invent …

rewrite

Rewrite text so a statistical trail is no longer the original sequence. Best-effort. Costs 1 credit per candidate (default 3). Inspect first. Do not claim a vendor detector will fail. A rewrite does n…

usage

Credit balance, plan limits, and the last 30 days of usage. Free.

Resources · 4

inspection

Renders an inspect result: removable characters, homoglyphs and the style heuristic, with the limits that apply to each.

ui://gifi/inspection
clean

Renders a clean result: what was removed from text or from a file, and what a strip does not prove.

ui://gifi/clean
rewrite

Renders a rewrite result: the selected text, the style score before and after, and the disclaimers.

ui://gifi/rewrite
usage

Renders the credit balance, plan limits and the last 30 days of usage.

ui://gifi/usage

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "gifi": {
      "url": "https://gifi.ai/mcp",
      "transport": "http"
    }
  }
}