protogrid

Search / com.mart402/vision

vision

R0· no sign-in

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

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality100new
Trust83of 100
Uptime, 30 days100%
Latency p50142 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "vision": {
      "type": "http",
      "url": "https://mart402.com/mcp/vision"
    }
  }
}
claude mcp add --transport http vision https://mart402.com/mcp/vision
[mcp_servers.vision]
url = "https://mart402.com/mcp/vision"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "vision": {
      "type": "remote",
      "url": "https://mart402.com/mcp/vision",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "vision": {
      "type": "http",
      "url": "https://mart402.com/mcp/vision"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=vision&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWFydDQwMi5jb20vbWNwL3Zpc2lvbiJ9"
}
{
  "servers": {
    "vision": {
      "type": "http",
      "url": "https://mart402.com/mcp/vision"
    }
  }
}
{
  "mcpServers": {
    "vision": {
      "httpUrl": "https://mart402.com/mcp/vision"
    }
  }
}
extensions:
  "vision":
    enabled: true
    name: "vision"
    type: streamable_http
    uri: "https://mart402.com/mcp/vision"
    timeout: 300

Quality 100 / 100new

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 300000)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations9 of 9 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 2,437 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 0 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

9 tools, about 2,437 tokens to load them all · tool set dc50e6bd00ae · checked 2026-10-20 14:21 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-0d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mart402.com/mcp/vision streamable-httpnoneyes100%142 ms2026-07-28, 2025-06-18, 2025-03-26, 2024-11-052026-10-20

Tools (9)

get_catalogread-onlyMart402 product catalog: all products, prices, payment config, error codes, rate limits. Free.
get_receiptread-onlyRe-fetch a previously paid result for free by receipt id (every paid response carries receipt_id).
get_sampleread-onlyFree 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.
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 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.
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 published deterministic rule table gives the 4-season verdict with palette and style advice. No identification; images not stored. Flat $0.05/call.
portrait_precheckread-onlyFREE 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.
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). Treat codes like cash.
style_profileIntegrated 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.
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 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).

Schemas: list_tools.

Similar MCP servers

More from com.mart402

Official server.json
{
  "name": "com.mart402/vision",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mart402.com/mcp/vision",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://mart402.com",
  "description": "Calibrated vision for AI agents: meal nutrition, personal color, styling reports. x402, no API key."
}