Vision Mcp Worker

{
  "agent_id": "vision_mcp_worker",
  "name": "Vision Mcp Worker",
  "url": "https://github.com/xanzl/vision-mcp-worker",
  "logo": "https://github.com/xanzl.png?size=200",
  "niche": null,
  "category": null,
  "short_summary": "An open-source Cloudflare Worker MCP server that adds image understanding to non-multimodal AI models through a describe_image tool, using Workers AI or OpenAI…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "usage",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Workers AI model: 免费额度 (as published; no rate or period could be read)",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Workers AI model",
          "price": "免费额度",
          "kind": "unknown"
        },
        {
          "name": "Third-party OpenAI-compatible model",
          "price": "按提供商收费",
          "kind": "unknown"
        }
      ]
    },
    "summary": "Workers AI model: 免费额度 (as published; no rate or period could be read). 项目本身未列出固定订阅价格，默认使用带免费额度的 Cloudflare Workers AI，也可配置按第三方提供商计费的视觉模型。",
    "confidence": "medium",
    "source_url": "https://github.com/xanzl/vision-mcp-worker",
    "checked_at": "2026-10-26T03:50:56.194Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Workers AI model",
        "price": "免费额度",
        "usage": true,
        "period": "usage",
        "persona": "other",
        "highlights": [
          "默认使用 Cloudflare Workers AI",
          "VISION_MODEL 可配置"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Third-party OpenAI-compatible model",
        "price": "按提供商收费",
        "usage": true,
        "period": "usage",
        "persona": "other",
        "highlights": [
          "可接入 OpenAI、DeepSeek、智谱、中转站或 Ollama",
          "需要配置第三方 API"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/xanzl/vision-mcp-worker"
  ],
  "last_checked": "2026-10-26",
  "profile_checked": null,
  "price_checked": "2026-10-26",
  "how_to_connect": {
    "website": "https://github.com/xanzl/vision-mcp-worker",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "npx wrangler secret put OPENAI_API_KEY",
    "repository": "https://github.com/xanzl/vision-mcp-worker",
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "npx wrangler secret put OPENAI_API_KEY",
    "note": "Offered both ways: a vendor-hosted endpoint AND a self-run install are documented.",
    "evidence": {
      "sources": [
        "page_text:hosted",
        "page_text:install",
        "page_text:licence"
      ],
      "excerpt": "务器，给 AI 提供\"看图\"能力（describe_image 工具），附带一个果味模型状态展示页。 MCP 端点：https://<your-domain>/mcp（Streamable HTTP，建议用 Cloudflare Access Service Auth 保护） 状态页：https://<your-domain>/（模型与",
      "url": "https://github.com/xanzl/vision-mcp-worker",
      "observed_day": "2026-10-26",
      "age_days": 0,
      "hosted_evidence": "wording: \"Streamable HTTP\"",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "MIT",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"me Repository files navigation README MIT license vision-mcp-worker 部署在 Cloud\"",
    "observed_day": "2026-10-26",
    "age_days": 0
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://github.com/xanzl/vision-mcp-worker",
      "last_observed_day": "2026-10-26",
      "age_days": 0,
      "verified_day": "2026-10-26",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 149,
    "uptime_7d": 1,
    "checked_at": "2026-10-26T02:46:44.169Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}