Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
HASDATA_API_KEY, x-api-keyValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"google-images": {
"command": "npx",
"args": [
"-y",
"@hasdata/google-images-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http google-images 'https://mcp.hasdata.com/mcp?apis=google_images' --header 'x-api-key: your-value'claude mcp add google-images --env HASDATA_API_KEY=your-value -- npx -y @hasdata/google-images-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"google-images": {
"url": "https://mcp.hasdata.com/mcp?apis=google_images",
"headers": {
"x-api-key": "your-value"
}
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"google-images": {
"command": "npx",
"args": [
"-y",
"@hasdata/google-images-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"google-images": {
"type": "http",
"url": "https://mcp.hasdata.com/mcp?apis=google_images",
"headers": {
"x-api-key": "your-value"
}
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"google-images": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hasdata/google-images-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
x-api-key secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain hasdata.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: HASDATA_API_KEY, x-api-key
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (1.0.3) reached the registry 43 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, SSTracker free youth training
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
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A hosted Google Images MCP server that gives Claude, Cursor, Windsurf and any other MCP client one read-only Google Images tool. Run an image search with size, colour and type filters and get 100 results a call, each with the page it came from and the full-resolution file URL, as structured JSON, with nothing to host.
It reads the Google Images results page a signed-out visitor sees.
1,000 free credits every month, no card required, which is 100 Google Images calls at the 10-credit rate.
https://mcp.hasdata.com/mcp?apis=google_images
An MCP client and a HasData API key from the dashboard, free to create with no card, and the free tier covers about 100 calls a month at the 10-credit rate. This is a remote server, so the simplest path is a URL and an x-api-key header, with no container to run. A client that only speaks stdio reaches it through a thin launcher, published as @hasdata/google-images-mcp on npm and hasdata-google-images-mcp on PyPI, shown below.
The server URL is the same for every client. We run it hands-on in Claude Code and Claude Desktop. The other blocks follow each client's own documented format for a remote server.
| Field | Value |
|---|---|
| URL | https://mcp.hasdata.com/mcp?apis=google_images |
| Transport | HTTP, streamable |
| Auth header | x-api-key: HASDATA_API_KEY |
Clients with OAuth support can add the same URL as a connector and sign in without putting a key in a config file.
Claude Code
claude mcp add --transport http google-images "https://mcp.hasdata.com/mcp?apis=google_images" \
--header "x-api-key: HASDATA_API_KEY"
Claude Desktop
Settings, then Connectors, then Add custom connector, then paste https://mcp.hasdata.com/mcp?apis=google_images and sign in.
For the config-file route, Claude Desktop loads only local (stdio) servers, so it reaches a remote server through a stdio launcher. The @hasdata/google-images-mcp package is that launcher, and it reads the key from the environment. Add this to claude_desktop_config.json:
{
"mcpServers": { "google-images": { "command": "npx", "args": ["-y", "@hasdata/google-images-mcp"], "env": { "HASDATA_API_KEY": "YOUR_KEY" } } } }
For Python instead of Node, swap the launcher for the PyPI package, which uvx runs without a manual install:
{
"mcpServers": { "google-images": { "command": "uvx", "args": ["hasdata-google-images-mcp"], "env": { "HASDATA_API_KEY": "YOUR_KEY" } } } }
Cursor
~/.cursor/mcp.json for every project, or .cursor/mcp.json for one:
{
"mcpServers": { "google-images": { "url": "https://mcp.hasdata.com/mcp?apis=google_images", "headers": { "x-api-key": "HASDATA_API_KEY" } } } }
Windsurf
~/.codeium/windsurf/mcp_config.json. Windsurf calls the field serverUrl, not url:
{
"mcpServers": { "google-images": { "serverUrl": "https://mcp.hasdata.com/mcp?apis=google_images", "headers": { "x-api-key": "HASDATA_API_KEY" } } } }
VS Code
.vscode/mcp.json in the workspace:
{
"servers": { "google-images": { "type": "http", "url": "https://mcp.hasdata.com/mcp?apis=google_images", "headers": { "x-api-key": "HASDATA_API_KEY" } } } }
One call answers each of these, because a page carries 100 results. Paging is only needed past that.
| Tool | What it returns |
|---|---|
hasdata_google_images_images_getImageSearchResults | Each image with title, source page URL, direct image URL, thumbnail, dimensions, source domain, and position. 10 credits a call |
One tool, 10 credits per successful call.
hasdata_google_images_images_getImageSearchResults
One page of Google Images results.
| Parameter | Type | Required | Notes |
|---|---|---|---|
q | string | yes | The search term |
tbs | string | Google's filter string for size, colour and type. See below | |
location | string | Google canonical location for the search | |
uule | string | The encoded location, if you already have one | |
domain | string | Google domain, one of 195, defaults to google.com | |
gl | string | Country code, one of 245 | |
hl | string | Interface language, one of 159 | |
safe | string | active or off | |
filter | number | 1 keeps Google's similar and omitted result filters, 0 drops them | |
deviceType | string | desktop, mobile or tablet | |
ijn | number | Page number, where 0 is the first page |
Returns an imagesResults array. Each entry carries position, title, link to the page hosting the image, source as the site name, thumbnail on Google's CDN, original as the full-resolution file, and originalWidth and originalHeight.
{
"position": 1, "title": "The city skyline of Austin, Texas - Backyard Image", "link": "https://www.backyardimage.com/the-city-skyline-of-austin-texas/", "source": "Backyard Image", "thumbnail": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSOGtSVdgWtQtW1_x8-gi7iQckNHXBQ5FdKqEpCKXsbWg&s=10", "original": "https://www.backyardimage.com/wp-content/uploads/2025/01/2025-01-12-drone-Heap-0015-Pano-Edit.jpg", "originalWidth": 1200, "originalHeight": 615 }
The tbs parameter is Google's own filter string, and several filters combine with commas.
| Filter | Value |
|---|---|
| Large, medium or icon | isz:l, isz:m, isz:i |
| Larger than a size | isz:lt,islt:qsvga for 400×300, through islt:4mp for 2272×1704 |
| Exact size | isz:ex,iszw:1000,iszh:1000 |
| Full colour or black and white | ic:color, ic:gray |
| A specific colour | ic:specific,isc:red, and the other colour names |
| Type | itp:photo, itp:face, itp:clipart, itp:lineart, itp:animated |
The server exposes 5 resources, one per parameter whose accepted values are a fixed list. Reading one is cheaper than learning the vocabulary from a rejected call, and it costs no credits. Each URI is hasdata://google_images/ .
| Parameter | Values | What it selects |
|---|---|---|
domain | 195 | Google domain to use. Default is google.com. |
gl | 245 | The two-letter country code for the country you want to limit the search to. |
hl | 159 | The two-letter language code for the language you want to use for the search. |
safe | 2 | Adult Content Filtering option. |
deviceType | 3 | Specify the device type for the search. |
The list is served without an API key, so a client can read it before a user has signed up.
Plan for these rather than assuming a happy path.
`original` is a third-party URL and it can be dead, hotlink-blocked or slow. It points at the file on whichever site hosts it, so it carries none of Google's availability. Fetch it defensively, and fall back to thumbnail, which is served from Google's CDN.
`thumbnail` is a Google CDN link, not an embedded image. It is a real URL rather than a data URI, so displaying one still costs a request to gstatic.com.
A page carries 100 results, not 10. Cost is per call rather than per result, so one call covering 100 images is the cheapest shape here. Reach for ijn only past the first hundred.
`ijn` starts at zero. Passing 1 gets the second page, not the first.
Dimensions describe the original, not the thumbnail. originalWidth and originalHeight are the file behind original, so a size filter applied locally has to read those rather than measure what you displayed.
`tbs` values are Google's, and an unrecognised one is ignored rather than rejected. A filter that silently does nothing looks the same as a filter that found everything, so check that the results actually narrowed before trusting a tbs string you assembled by hand.
`domain`, `gl` and `hl` are three separate axes. The domain is which Google answers, the country code is where the search comes from, and the language is the interface. Changing one moves the results less than you expect.
Results that carry data also carry a requestMetadata.id worth quoting in support.
The Google Images tool costs 10 credits per successful call. Response size does not change the price, and a call returns 100 results, which makes this one of the cheaper tools in the catalogue per row returned.
The free tier is 1,000 credits every month with no card, which is 100 Google Images calls at the base rate. It renews with the billing cycle, so a low-volume agent runs on the free tier indefinitely.
Paid plans start at $59 a month for 200,000 credits, which is 20,000 calls. The unit price falls with volume, from $1.48 per 1,000 calls on the entry plan to $0.60 on Basic and $0.41 across the Growth tiers. Current figures live on the pricing page.
Your plan also sets concurrency. The free tier allows 5 requests at a time, Startup 5, Basic 15, and the Growth tiers run from 50 to 500. Retry on the 429 with a backoff in anything unattended, because an agent that sweeps a keyword list will reach the ceiling before you do.
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