Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Search Console analytics, hourly data, URL inspection and sitemaps, with guards for API quirks.
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.
GSC_SERVICE_ACCOUNT_FILE, GSC_ENABLE_WRITES필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"google-search-console": {
"command": "uvx",
"args": [
"open-gsc-mcp"
],
"env": {
"GSC_SERVICE_ACCOUNT_FILE": "your-value",
"GSC_ENABLE_WRITES": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add google-search-console --env GSC_SERVICE_ACCOUNT_FILE=your-value --env GSC_ENABLE_WRITES=your-value -- uvx open-gsc-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"google-search-console": {
"command": "uvx",
"args": [
"open-gsc-mcp"
],
"env": {
"GSC_SERVICE_ACCOUNT_FILE": "your-value",
"GSC_ENABLE_WRITES": "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-search-console": {
"type": "stdio",
"command": "uvx",
"args": [
"open-gsc-mcp"
],
"env": {
"GSC_SERVICE_ACCOUNT_FILE": "your-value",
"GSC_ENABLE_WRITES": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
GSC_SERVICE_ACCOUNT_FILE envGSC_ENABLE_WRITES env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 onlymoein 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
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.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.4.0)은 23일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
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Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A local Model Context Protocol server that connects AI assistants (Claude Code, Claude Desktop, Cursor and any other MCP client) to the Google Search Console API. Ask about clicks, queries, pages, indexing and sitemaps in plain language; the server turns that into correct API calls and returns structured data.
It runs on your machine and talks to Google; the only other site it reads is your own, during an indexing audit. It stores your login and your audits' progress, nothing else.
Unofficial. This project is not affiliated with or endorsed by Google. You use your own
Google Cloud credentials and are responsible for your usage under Google's terms.
explain_change splits a rise or fall by page, query, country, device and search appearance, separates lost impressions from a lower click-through rate, and lines the change up with Google's published updates.audit_indexing rebuilds them: it inspects every sitemap URL within the daily quota, carries on where it stopped the next day, and can check each live page against what Google last saw.GSC_ENABLE_WRITES=0.You need uv and a Google account with access to at least one Search Console property.
~/.config/open-gsc-mcp/client_secret.json. uvx open-gsc-mcp@latest auth login --client-file ~/.config/open-gsc-mcp/client_secret.json
Google shows "Google hasn't verified this app" because the app is yours and unreviewed; choose Advanced > Go to (your app). When it finishes, the command lists the properties it can see.
Claude Code
claude mcp add --scope user gsc -- uvx open-gsc-mcp@latest
Claude Desktop: edit claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\):
{
"mcpServers": { "gsc": { "command": "uvx", "args": ["open-gsc-mcp@latest"] } } }
If Claude Desktop reports that uvx cannot be found, use its absolute path (which uvx on macOS and Linux, where uvx on Windows).
Cursor: add the same mcpServers block to ~/.cursor/mcp.json.
@latest makes uvx check for a new release each time the client starts the server. Without it, uvx keeps running the version it cached the first time. To upgrade only when you choose, pin a version instead, such as open-gsc-mcp@1.2.0.
To pass settings, add an env object to the server entry, or -e NAME=value to claude mcp add. Paths must be absolute: clients start the server from an arbitrary working directory.
For servers, CI or shared machines, use a service account instead of a personal login:
claude mcp add --scope user gsc -e GSC_SERVICE_ACCOUNT_FILE=/abs/path/key.json -- uvx open-gsc-mcp@latest
When GSC_SERVICE_ACCOUNT_FILE is set it takes precedence over any OAuth login.
| Tool | What it does |
|---|---|
list_sites | Properties this account can access, with exact site_url and permission level. |
get_site | One property's type and permission level. |
query_search_analytics | Clicks, impressions, CTR and position by query, page, country, device, date or search appearance; any search type; filters; final or all data; paging. |
query_hourly_analytics | The same, by hour, for the last ~10 days. Reports where incomplete hours start. |
query_discover_analytics | Google Discover by page, country or date. No query, device or position, so the tool doesn't offer them. |
query_image_analytics | Google Images: queries, pages and positions within image results. |
query_video_analytics | The Videos tab of Google Search. |
query_google_news_analytics | Google News (news.google.com and the app) by page, country, device or date. No query or position. |
query_news_tab_analytics | The News tab of Google Search, with queries and positions. |
list_search_appearances | Rich results and other result features the property had: step one of Google's two-step appearance query. |
query_search_appearance | Step two: one appearance broken down by query, page, country, device or date. |
compare_periods | Two equal-length periods: totals and per-key changes, absolute and percent, biggest movers first. |
explain_change | Why traffic moved between two periods: which pages, queries, countries, devices and search appearances account for it, how much came from impressions versus click-through rate, and Google updates in or near the periods. |
inspect_url | Index status, coverage, canonical (Google's versus yours), crawl, robots.txt and rich results for one URL. |
batch_inspect_urls | Up to 50 URLs concurrently, with progress, per-URL errors and a verdict summary. Stops cleanly when the quota runs out. |
audit_indexing | Every sitemap URL, inspected over as many calls and days as it takes and grouped by index status with likely fixes; canonical conflicts, indexed pages with no impressions, pages missing from the sitemaps; optionally a live check of each page. |
list_sitemaps, get_sitemap | Submitted sitemaps with errors, warnings, pending state and URL counts. |
query_news_analytics from 1.1.0 is deprecated: calls still work and go to the new news tool its source selects, until it is removed in 2.0.0.
Four tools make changes: submit_sitemap, delete_sitemap, add_site and delete_site. They accept only a property's exact site_url, and a sitemap must belong to that property. They are annotated as writes (deletes as destructive) and tell the model to confirm with you first, but the server does not ask you itself: whether you see a prompt depends on your client's permission settings. These four are every change Google's API allows: it cannot request indexing, remove URLs from search, or manage users and settings. Set GSC_ENABLE_WRITES=0 for a server without them.
Sites can be given as sc-domain:example.com, https://www.example.com/, a bare example.com, or any URL on the site. Anything but the exact property is resolved against your real property list, to the property that contains it; results then say so, and for a page URL they note that they cover the whole property.
Prompts: weekly_report, indexing_audit and content_opportunities are ready-made workflows with concrete dates and exact tool calls.
Indexing audits save their progress locally, so each audit_indexing call carries on where the last one stopped. Inspections take a few seconds each, so a call covers about 50 URLs; for a large site, run uvx open-gsc-mcp@latest audit sc-domain:example.com in a terminal (or daily from cron) to use the full 2,000 a day, then ask your assistant about the results.
| Variable | Default | Purpose |
|---|---|---|
GSC_SERVICE_ACCOUNT_FILE | unset | Service account key; when set, it is used instead of OAuth. |
GSC_OAUTH_CLIENT_FILE | unset | OAuth client JSON, so auth login needs no --client-file. |
GSC_TOKEN_FILE | per-user config dir | Where auth login saves the login (mode 0600). |
GSC_ENABLE_WRITES | 1 | Set to 0 to leave out the four tools that make changes; auth login then asks only for read access. |
GSC_LOG_LEVEL | INFO | DEBUG also logs every HTTP request. Logs go to stderr. |
GSC_DATA_DIR | per-user data dir | Where indexing audits keep their progress (one SQLite file, owner-only). |
Command line:
uvx open-gsc-mcp@latest # run the MCP server over stdio (what clients do)
uvx open-gsc-mcp@latest auth login # sign in; --read-only to grant reads only, --no-browser over SSH uvx open-gsc-mcp@latest auth status # which credentials are used, and do they work uvx open-gsc-mcp@latest auth logout # revoke and delete the saved login uvx open-gsc-mcp@latest audit SITE # inspect up to a day's 2,000 sitemap URLs; --fetch-pages
| Google's behavior | What the server does |
|---|---|
searchAppearance cannot be grouped with any other dimension (400). | Rejects it and points to the two-step pattern. |
notEquals/notContains on searchAppearance return the rows you meant to exclude (a confirmed Google bug). | Rejects them with an explanation. |
| Discover and Google News have no query data (400) and no position; Discover has no device data (40
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