Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
HASDATA_API_KEY, x-api-key비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"google-images": {
"command": "npx",
"args": [
"-y",
"@hasdata/google-images-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
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-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"google-images": {
"url": "https://mcp.hasdata.com/mcp?apis=google_images",
"headers": {
"x-api-key": "your-value"
}
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"google-images": {
"command": "npx",
"args": [
"-y",
"@hasdata/google-images-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"google-images": {
"type": "http",
"url": "https://mcp.hasdata.com/mcp?apis=google_images",
"headers": {
"x-api-key": "your-value"
}
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"google-images": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hasdata/google-images-mcp"
],
"env": {
"HASDATA_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
x-api-key 비밀 필수 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 hasdata.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: HASDATA_API_KEY, x-api-key
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.3)은 43일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, LickityClick
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
A re
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