Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Google Search Console, GA4 and PageSpeed MCP server for Claude, ChatGPT and Cursor. Free, hosted.
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.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.gscpap.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http gsc-pap https://mcp.gscpap.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"gsc-pap": {
"url": "https://mcp.gscpap.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"gsc-pap": {
"type": "http",
"url": "https://mcp.gscpap.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.gscpap.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 gscpap.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
1035ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
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 3개 중 3개를 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.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.3.5)은 그저께 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: 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
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
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.
Ask Claude about your Google Search Console data: top queries, decaying pages, ranking trends, quick wins, cannibalization, Core Web Vitals, and GA4 conversions per landing page.
Free. 38 read-only tools. Hosted, so there is no Google Cloud project, no Python and no JSON credentials to manage. You sign in with Google at gscpap.com and connect; the OAuth client is already registered, for everyone.
| Price | Free, $0. No credit card, no trial clock, no paid tier today. Pricing |
| Tools | 38, all read-only |
| Data sources | Search Console, Google Analytics 4, PageSpeed Insights, live Google SERPs |
| MCP endpoint | https://mcp.gscpap.com/mcp (streamable HTTP) |
| Auth | Google sign-in. OAuth 2.0 with Dynamic Client Registration for connectors, or a bearer token for config-file clients |
| Scopes | webmasters.readonly, plus analytics.readonly if you connect GA4. It cannot change a property, submit a sitemap or remove a URL |
| History | A Personal Archive copies the 16 months Google still has when you connect, then keeps every new day, so your history grows past Google's 16-month limit |
| Registry | com.gscpap/gsc-pap in the official MCP Registry |
ga4_ai_traffic: the visits ChatGPT, Perplexity, Gemini, Claude and Copilot send you, per engine, against Google organic, and which pages they land on. It also counts the assistant visits GA4 files under Referral instead of its AI Assistant channelfind_ai_overview_suspects: queries whose CTR fell while their position held, the mark an AI Overview leaves in Search ConsoleEvery change, with dates: gscpap.com/changelog
A single MCP server (gsc-pap) exposing 38 tools over the Search Console, Google Analytics 4, PageSpeed Insights and SERP APIs:
Spot quick SEO wins
find_quick_wins: queries at positions 5 to 20 with at least 100 impressions but under 5% CTR, which is where a title or snippet rewrite paysfind_cannibalization: several of your URLs competing for one query, splitting the clicksFind what is losing traffic
find_content_decay: pages losing organic traffic over timehistorical_position_trend: one query's position over the last N days, trending up, down or just volatilecompare_periods: diff any two windows, for example the last 28 days against the prior 28find_dead_pages: pages appearing for months that have never earned a click, split by whether Google shows them and nobody clicks or barely shows them at allBeat the 16-month limit
search_analytics_archive: query your full history, past Google's 16-month retentionarchive_status: per-site coverage, earliest and latest day, row count, last runSee the SERP your rankings live in
serp_top_results: the live top organic results for a query and country, plus which SERP features are present (featured snippet, map pack, People Also Ask; AI Overviews are reported as unknown)serp_competitor_analysis: where your domain sits for a query and the full top 10 around itserp_features_audit: up to 25 queries at once, to explain a low CTR at a good positionDiagnose performance and Core Web Vitals
pagespeed_insights: Lighthouse audit, the four scores, Core Web Vitals and the top opportunitiespagespeed_field_data: real-user CrUX metrics (LCP, INP, CLS at p75) for a URL and for the origin, in about a second, with an optional weekly trend of the last 25 weeksDiagnose indexing issues
get_index_coverage_summary: account-wide breakdown of indexing statesinspect_url: one URL in depth, straight from the URL Inspection APIbatch_inspect_urls: bulk URL inspection, up to 2,000 URLsfind_new_pages: pages Search Console started showing this week, and whether each has earned a click yetPull performance data
get_performance_overview: clicks, impressions, CTR and position in one line, for any date range or the last N dayssearch_analytics_query: the whole Search Analytics surface, any dimension and filterget_search_by_page_query: the query mix behind one pageSee how AI assistants send you traffic (GEO)
ga4_ai_traffic: visits from ChatGPT, Perplexity, Gemini, Claude and Copilot, per engine, against organic, and the pages they send people to; property_id="all" compares every sitefind_ai_overview_suspects: queries whose CTR fell while their position held, the footprint an AI Overview leavesConnect search to engagement and revenue (GA4)
Every GA4 report tool takes days, or an exact start_date and end_date.
list_ga4_properties: find the property_id the other GA4 tools needga4_overview: users, sessions, views, bounce and engagement, with a daily breakdownga4_top_pages: top landing pages by sessionsga4_traffic_sources: channel, source, medium, campaignga4_realtime: active users in the last 30 minutesga4_conversions_by_source: source and medium with conversions and revenuega4_user_demographics: country, device and browser slicesga4_engagement: engagement rate, duration and bounce per pagega4_events_by_name: scroll depth, outbound clicks, downloads and custom events, optionally per pagega4_compare_periods: diff any window for any GA4 metric, including an exact start and end datecorrelate_gsc_to_ga4: the cross-tool one. Search Console clicks per page joined to GA4 sessions, conversions and revenue for that same pageManage sites and sitemaps
list_sites, get_site_details: your verified propertieslist_sitemaps, get_sitemap_details: sitemap healthdetect_duplicate_properties: domain and URL-prefix properties that split your reporting in twoUse it in chat:
Show me my 5 worst-decaying pages last 30 days, with the queries they used to rank for.
Which pages are stuck at position 11 to 20 with 1k+ impressions? Suggest content tweaks for the top 3.
Run a Lighthouse audit on https://example.com/pricing and list the top 3 opportunities by potential ms savings.
Pull my Search Console data from January 2024, which is past Google's 16-month retention.
Correlate my Search Console pages with GA4 conversions for the last 28 days. Which top-clicked pages bring zero conversions?
Why is my CTR 1% at position 4 for this query? Check what else is on that SERP.
https://mcp.gscpap.com/mcpThe server implements OAuth 2.0 with Dynamic Client Registration (RFC 7591), so the client registers itself. Step by step, with screenshots: Add a Search Console connector to Claude.ai.
ChatGPT supports the same flow, but custom MCP connections there are a Business and Enterprise/Edu feature on ChatGPT web, which is OpenAI's rule rather than ours: Connect ChatGPT to Google Search Console.
If you would rather drive the CLI yourself:
claude mcp add --transport http --scope user gsc-pap https://mcp.gscpap.com/mcp \
--header "Authorization: Bearer YOUR_TOKEN_HERE"
This plugin variant reads a ${GSC_PAP_TOKEN} env var instead. Set it once:
# macOS / Linux
echo 'export GSC_PAP_TOKEN="paste-your-token-here"' >> ~/.zshrc source ~/.zshrc
Restart Claude Code, or run claude mcp list to check, and the gsc-pap server shows up as Connected.
Create a token at app.gscpap.com/account/tokens, then add this to ~/.cursor/mcp.json (Windows: %USERPROFILE%\.cursor\mcp.json):
{
"mcpServers": { "gsc-pap": { "url": "https://mcp.gscpap.com/mcp", "headers": { "Authorization": "Bearer YOUR_TOKEN" } } } }
Full guide: Connect Cursor to Google Search Console.
Add this to .vscode/mcp.json. VS Code asks for the token once and stores it as a secret:
{
"servers": { "gsc-pap": { "type": "http", "url": "https://mcp.gscpap.com/mcp", "headers": { "Authorization": "Bearer ${input:gsc_pap_token}" } } }, "inputs": [ { "type": "promptString", "id": "gsc_pap_token", "description": "GSC PAP bearer token (from app.gscpap.com/account/tokens)", "password": true } ] }
Full guide: Connect GitHub Copilot in VS Code to Google Search Console.
Claude Desktop reaches remote servers through mcp-remote, so it needs Node.js. Add this to ~/Library/Application Support/Claude/claude_desktop_config.json (Windows: %APPDATA%\Claude\claude_desktop_config.json) and restart Claude Desktop:
{
"mcpServers": { "gsc-pap": { "command": "npx", "args": ["-y", "mcp-remote", "https://mcp.gscpap.com/mcp", "--header", "Authorization:${AUTH}"], "env": { "AUTH": "Bearer YOUR_TOKEN" } } } }
Full guide: Connect Claude Desktop to Google Search Console. You can also skip the file and add it as a connector, as in the Claude.ai section above.
Setup guides for the other clients (Cursor, VS Code with Copilot, Cline, opencode, Codex CLI, Gemini CLI, Windsurf, Zed, JetBrains, Continue, Warp, Goose, LM Studio, ChatGPT, plain HTTP) are at gscpap.com/integrations.
Bearer and a space in front where the config asks for the whole header.gsc-pap sits inside mcpServers (servers in VS Code), then restart the client.앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요