Google Images — FlashData

io.github.flashdata-dev/google-images

6/6 checks passed
Runs locally
1 secret
★ 0 GitHub stars
Updated 2026-10-15
Health score 43

About Google Images — FlashData

Google Images — FlashData is an MCP server published by the GitHub account flashdata-dev. Google Images URLs, dimensions and source pages for visual research. Paid FlashData API.

It runs on your own machine: your AI client starts it from the MCP bundle package flashdata-google-images-0.1.1.mcpb at version 0.1.1.

It asks for one secret: FLASHDATA_API_KEY. Give it a key with the least access that still works.

Version 0.1.2 was published on 15 October 2026, and the source code is public, so you can read it before installing.

Written from the registry entry. 8 automated checks on the registry entry and the package code: 6 pass, 0 warn, 0 fail, 2 info. How we check.

What it asks for

Variable	Required	Secret	Description
`FLASHDATA_API_KEY`	Yes	Yes	Your FlashData API Key with google_images access. Get a key at https://flashdata.dev/app/api-keys; data calls are paid.

Checks

Check	Result	Detail
Source repository linked	Pass	https://github.com/rocosen/flashdata-mcp
Version pinned	Pass	Every package has an explicit version
Secrets requested	Info	Asks for 1 secret: FLASHDATA_API_KEY
Known package registry	Pass	All packages come from npm, PyPI, OCI, NuGet or MCPB
Namespace ownership	Info	Name verified via GitHub account flashdata-dev
Registry text aimed at the AI	Pass	Description and settings contain no hidden characters or instructions to the AI
Code red flags	Pass	Read 3226 files in the bundle: no obfuscation, encoded execution, credential reads or data-collection endpoints found
Text aimed at the AI	Pass	No hidden characters or instructions to the AI in 3226 files, including comments and the README

Popularity & health: 43 / 100

Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.

Popularity0 / 40

0 GitHub stars, no download count, no Hacker News posts found. Best two of the three, each on a log scale.

Activity15 / 25

Last push 2026-10-25, last release 2026-10-24, 0 commits in 90 days.

Issue health8 / 15

0 closed of 0 issues, too few to judge. No data, so half marks.

Our checks20 / 20

0 warnings, each costing a fifth.

0 forks, 37 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.

What people say

No Hacker News threads link to its source code.

Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.

Facts

Registry name	`io.github.flashdata-dev/google-images`
Publisher	GitHub account flashdata-dev
How the name is verified	Name verified via GitHub account flashdata-dev. The registry ties the name prefix to that account or domain; it does not check the code.
Type	Local: runs on your machine from a package
Packages	mcpb `https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-images-0.1.1.mcpb` 0.1.1 (stdio)
Version	0.1.2
Published	2026-10-15
Last updated	2026-10-15
Source repository	https://github.com/rocosen/flashdata-mcp
Website	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
Category	AI & media generation (assigned by keyword rule, not by hand)