Google Images — FlashData

Google Images URLs, dimensions and source pages for visual research. Paid FlashData API.

What does this entry provide?

Google Images — FlashData is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 56/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. No automated install command is listed; check the repository for manual setup instructions. Review the last-pushed date and repository status before adding Google Images — FlashData to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 56/100
Install method: manual
Repo: rocosen/flashdata-mcp
Repo updated: Oct 15, 2026

Install command

See source docs

Install method: manual

Review the upstream source before running this command.

GitHub project Homepage

Quality

Repo stars

Repo updated

Oct 15, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-10-15T10:20:36.182415Z",
      "publishedAt": "2026-10-15T10:20:36.182415Z",
      "statusChangedAt": "2026-10-15T10:20:36.182415Z"
    }
  },
  "server": {
    "name": "io.github.flashdata-dev/google-images",
    "_meta": {
      "io.modelcontextprotocol.registry/publisher-provided": {
        "dev.flashdata": {
          "task": "Filter Google Images by dimensions and retain source pages",
          "tools": [
            "google_images",
            "get_job",
            "get_result",
            "get_pricing"
          ],
          "limits": "This returns image metadata and URLs, not downloaded files or image reuse rights. Some fields can be absent.",
          "source": "google_images",
          "billing": "MIT software and installation are free. FlashData data calls use paid Credits. Pricing/job/result reads are free; client and model fees are separate.",
          "guideUrl": "https://github.com/rocosen/flashdata-mcp/blob/main/registry/guides/google_images.md",
          "apiKeyUrl": "https://flashdata.dev/app/api-keys",
          "useResult": "Read results[0].images. Select entries whose imageWidth meets your threshold, then retain imageUrl, imageWidth, imageHeight and link to the original source page. Exclude unknown dimensions explicitly.",
          "pricingUrl": "https://flashdata.dev/pricing",
          "inputExample": {
            "name": "google_images",
            "arguments": {
              "num": 20,
              "query": "solar panel diagram"
            }
          },
          "installation": "Local MCPB / stdio; Node.js >=22.18.0; set your own FLASHDATA_API_KEY in protected client settings. See guideUrl for manual setup.",
          "documentation": "https://flashdata.dev/docs/sources/google_images?utm_source=official-mcp-registry&utm_medium=integration&utm_campaign=intent_gtm_2026q4&utm_content=google_images-guide"
        }
      }
    },
    "icons": [
      {
        "src": "https://raw.githubusercontent.com/rocosen/flashdata-mcp/main/assets/logo.svg",
        "sizes": [
          "any"
        ],
        "mimeType": "image/svg+xml"
      }
    ],
    "title": "Google Images — FlashData",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "0.1.2",
    "packages": [
      {
        "version": "0.1.1",
        "transport": {
          "type": "stdio"
        },
        "fileSha256": "94dfb904b69d74e7e5d1299831c6bec77a10396fc99b1c9a9b6c5a4dd84d5f21",
        "identifier": "https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-images-0.1.1.mcpb",
        "registryType": "mcpb",
        "environmentVariables": [
          {
            "name": "FLASHDATA_API_KEY",
            "format": "string",
            "isSecret": true,
            "isRequired": true,
            "description": "Your FlashData API Key with google_images access. Get a key at https://flashdata.dev/app/api-keys; data calls are paid."
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/rocosen/flashdata-mcp",
      "source": "github",
      "subfolder": "registry/servers/google-images"
    },
    "websiteUrl": "https://flashdata.dev/docs/sources/google_images?utm_source=official-mcp-registry&utm_medium=integration&utm_campaign=intent_gtm_2026q4&utm_content=google_images-guide",
    "description": "Google Images URLs, dimensions and source pages for visual research. Paid FlashData API."
  }
}

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