Google Images — FlashData MCP Server
by rocosenio.github.flashdata-dev/google-imagesv0.1.2
Google News articles with publishers, date labels and links for topic briefs. Paid FlashData API.
context tax
pending
security
pending
cold start
pending
freshness
pending
Our reading of Google Images — FlashData, from the data
Google Images — FlashData is a images, video & audio MCP server from rocosen, listed in the official MCP Registry.
We haven't measured its tool list yet, so its token cost is unknown.
With 0 GitHub stars it ranks #771 of 2,354 images, video & audio servers we index.
It runs locally on your machine over stdio and needs one secret (FLASHDATA_API_KEY); use a scoped, least-privilege key.
Install Google Images — FlashData MCP server
No published package or hosted endpoint yet — see the repository README for build-from-source instructions.
Configuration
| 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. |
Freshness
Not enough public signals yet to judge maintenance.
Last commit (default branch)
2026-10-18 · today · GitHub
Latest release
2026-10-17 · 1d ago · GitHub · python-cli-v0.1.0
Package published
no data · npm/PyPI
Registry entry updated
2026-10-15 · 3d ago · official registry · v0.1.2
How it compares in Images, Video & Audio
Against the most-starred images, video & audio servers we index. Token cost is per model turn, measured from each server's live tool list.
| Server | Stars | Tools | Tokens / turn | Freshness | Runs |
|---|---|---|---|---|---|
| Google Images — FlashData (this) | 0 | — | not measured | — | local |
| Screenpipe | 21,982 | — | not measured | Active | — |
| screenpipe | 21,982 | — | not measured | Active | local |
| FunASR | 20,748 | — | not measured | Active | local |
| Agent-Native Analytics | 7,433 | — | not measured | Active | hosted |
| Remove AI Watermarks | 6,054 | — | not measured | — | local |
FAQ
›Does Google Images — FlashData require an API key?
Yes. It expects FLASHDATA_API_KEY, of which 1 is a secret.
›Can I use Google Images — FlashData as a remote (hosted) MCP server?
No hosted endpoint is published; it runs locally over stdio.
›Is Google Images — FlashData in the official MCP registry?
Yes, as io.github.flashdata-dev/google-images.
Sources and method
- Official MCP Registry entry
- updated 2026-10-15
- GitHub repository
- fetched 2026-10-19
- Package registry (npm / PyPI)
- listed
- Last checked against all sources
- 2026-10-19
The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.
Alternatives to Google Images — FlashData
Other images, video & audio MCP servers.
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Agent-Native AnalyticsActiveDigital asset manager - upload, organize, search, and generate on-brand images and videos
Remove AI WatermarksIdentify and remove AI watermarks and provenance metadata from your own images and video.
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