com.mart402/vision

by mart402.com · remote · no sign-in to list tools · v1.0.0 · published by com.mart402

Calibrated vision for AI agents: meal nutrition, personal color, styling reports. x402, no API key.

Changes · 6

Compare Registry entry

9 tools: 6 change things and 3 only read.

Scanned Oct 21, 2026

Deletes or cancels0Claude Code: deny
Can't be undone0Claude Code: ask
Changes things6Claude Code: ask: see these tools
Only reads3Claude Code: allow: see these tools

1 check matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http vision https://mart402.com/mcp/vision

Findings

Matches of fixed checks, with the text they matched.

1 warn

Warnmeal_vision
The server marks "meal_vision" as not read-only (readOnlyHint: false), and its words say it reads.
Matched text
annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The description's first verb is "analyze": a word for reading.
What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

9 tools

Changes things 6Creates or changes something that can be changed back.Claude Code: ask

meal_visionAnalyze a meal photo to itemized nutrition JSON: dishes, portions, kcal, macros with per-item confidence, reference-object scale calibration, scene-complexity detection, a disclose…1 finding
Why it is in this group
- The description's first verb is "analyze": a word for reading.
- The server marks it as not read-only (readOnlyHint: false).
Findings
- Warn
  The server marks "meal_vision" as not read-only (readOnlyHint: false), and its words say it reads.
  Matched text
  annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The description's first verb is "analyze": a word for reading.
  What this check looks for
Description, as the server wrote it
Analyze a meal photo to itemized nutrition JSON: dishes, portions, kcal, macros with per-item confidence, reference-object scale calibration, scene-complexity detection, a disclosed calibrated kcal range, PFC balance ratios and alcohol-aware 4/4/9 cross-checks. Calibrated on 30 weighed meals (range contained truth in 26/30). Every call is a 3-run consensus with disclosed spread + item agreement. $0.05/image.
Annotations the server declares
- title: Meal Vision
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
portrait_analysisPersonal color analysis from 1-3 portraits: measured pixel colorimetry (CIELAB/ITA) cross-checked against vision-model attributes, cross-photo lighting consistency, then a publishe…No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
Personal color analysis from 1-3 portraits: measured pixel colorimetry (CIELAB/ITA) cross-checked against vision-model attributes, cross-photo lighting consistency, then a published deterministic rule table gives the 4-season verdict with palette and style advice. No identification; images not stored. Flat $0.05/call.
Annotations the server declares
- title: Portrait Analysis
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
portrait_precheckFREE analyzability check before paying for portrait_analysis: is a face detectable, is the photo quality good enough (clipping/color cast)?No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
FREE analyzability check before paying for portrait_analysis: is a face detectable, is the photo quality good enough (clipping/color cast)? Deterministic, no LLM. 10/hour/IP.
Annotations the server declares
- title: Check a portrait photo (free)
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
report_packVolume pricing for style_report: one $19.90 payment returns 10 single-use credit codes ($1.99/unit vs $2.99 single, en or ja, no expiry).No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
Volume pricing for style_report: one $19.90 payment returns 10 single-use credit codes ($1.99/unit vs $2.99 single, en or ja, no expiry). Treat codes like cash.
Annotations the server declares
- title: Report Pack
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
style_profileIntegrated styling verdict: seasonal color (measured colorimetry consensus) + face-impression zone (published geometry rules) + body frame + integration rules (palette subset, tast…No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
Integrated styling verdict: seasonal color (measured colorimetry consensus) + face-impression zone (published geometry rules) + body frame + integration rules (palette subset, taste, silhouette, modifiers). 1-3 face photos, optional full-body + questionnaire. Flat $0.05/call.
Annotations the server declares
- title: Style Profile
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
style_reportClient-ready deliverable: the style-profile analysis rendered as a finished English PDF report (palette with color names, style-aware outfit formulas, virtual draping boards with d…No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
Client-ready deliverable: the style-profile analysis rendered as a finished English PDF report (palette with color names, style-aware outfit formulas, virtual draping boards with disclosed candidate conflicts, honest confidence) returned as report_pdf_base64 + full profile JSON. For agents serving human end-clients. Flat $2.99/call, or $1.99/unit with a prepaid report_pack credit (pass pack_code).
Annotations the server declares
- title: Style Report
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true

Only reads 3Looks things up and changes nothing.Claude Code: allow

get_catalogMart402 product catalog: all products, prices, payment config, error codes, rate limits.No findings
Why it is in this group
- The name "get_catalog" says "get": a word for reading.
Description, as the server wrote it
Mart402 product catalog: all products, prices, payment config, error codes, rate limits. Free.
Annotations the server declares
- title: Mart402 catalog (products, prices, policies)
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
get_receiptRe-fetch a previously paid result for free by receipt id (every paid response carries receipt_id).No findings
Why it is in this group
- The name "get_receipt" says "get": a word for reading.
Description, as the server wrote it
Re-fetch a previously paid result for free by receipt id (every paid response carries receipt_id).
Annotations the server declares
- title: Re-fetch a paid result by receipt
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
get_sampleFree recorded sample response for a paid product (from real production runs, marked sample:true) - see the exact response shape before paying anything.No findings
Why it is in this group
- The name "get_sample" says "get": a word for reading.
Description, as the server wrote it
Free recorded sample response for a paid product (from real production runs, marked sample:true) - see the exact response shape before paying anything. Available: document-pipeline, enrich, extract, jp-bonus-net, jp-business-days, jp-company, jp-consumption-tax, jp-crypto-tax, jp-dependent-threshold, jp-mortgage, jp-overtime-wage, jp-payroll-net, jp-payroll-suite, jp-payslip-audit, jp-retirement-tax, jp-social-insurance, meal-vision, ocr, parse, pdf-info, pdf-merge, pdf-pages, portrait-analysis, report-pack, structured, style-profile, style-report, verify.
Annotations the server declares
- title: Mart402 sample output
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http vision https://mart402.com/mcp/vision

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__vision__get_catalog",
      "mcp__vision__get_receipt",
      "mcp__vision__get_sample"
    ],
    "ask": [
      "mcp__vision__portrait_precheck",
      "mcp__vision__meal_vision",
      "mcp__vision__style_profile",
      "mcp__vision__style_report",
      "mcp__vision__report_pack",
      "mcp__vision__portrait_analysis"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as vision. Review it before you use it.

Keep track

Get told when this server's tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.mart402/vision/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Anlyon alternative

6 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

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Source: MCP Registry. Synced Oct 21, 2026, 17:58 UTC.

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