Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자가 쓴 설명(영어 원문)
Web data for agents. Extract web pages, crawl websites, discover URLs, and search the web.
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.
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.
터미널에서 이 명령어를 실행하세요
claude mcp add --transport http geonode https://mcp.geonode.com/mcp --header 'X-Api-Key: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"geonode": {
"url": "https://mcp.geonode.com/mcp",
"headers": {
"X-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": {
"geonode": {
"type": "http",
"url": "https://mcp.geonode.com/mcp",
"headers": {
"X-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 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 7일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
extractExtract content from a web page. Supports HTML and Markdown output formats, optional JavaScript rendering via headless browser, proxy geo-targeting, custom HTTP headers, and explicit browser wait controls via the wait_config object. Can run synchronously (returns content immediat
jobRetrieve the result of an asynchronous extraction job by its job ID. Returns the current status (pending, running, completed, or failed) and, once completed, the extracted content and metadata. Use this tool to poll for results after submitting an extraction with processing_mode=
jobsList extraction jobs with optional filters. Filter by job ID, URL, status (pending, running, completed, failed), output format, or date range. Results are paginated; use 'page' and 'page_size' to navigate large result sets. Requires a Geonode API key, sent as the X-Api-Key header
statisticsRetrieve aggregated extraction statistics for the authenticated user. Returns metrics such as total jobs, success and failure counts, and usage breakdowns over the specified date range: at most 366 days, counted back from the end date (an older start date is moved up; an end date
batchStart an asynchronous batch extraction job from an explicit list of URLs. Supports HTML and Markdown output formats, optional JavaScript rendering, proxy settings, custom headers, and the grouped wait_config browser wait policy. Omit wait_config or set it to null to keep adaptive
batch_statusRetrieve the status and paginated results of a batch extraction job by its job ID. Returns item counts, invalid URLs, and the current page of per-URL extraction results. Requires a Geonode API key, sent as the X-Api-Key header.
cancel_batchCancel a batch job by its job ID. Stops scheduling new batch items while allowing in-flight child extractions to drain. Requires a Geonode API key, sent as the X-Api-Key header.
crawlStart a website crawl job from a seed URL. Crawls pages breadth-first (BFS) up to the 'depth' parameter (BFS levels from the seed) and the 'limit' parameter (maximum number of pages to crawl). Supports Markdown and HTML output formats, optional JavaScript rendering, proxy geo-tar
crawl_statusRetrieve the status and results of a crawl job by its job ID. Returns the current status (queued, running, completed, or failed), page counts, and once completed, the crawled page results with extracted content. Results are paginated; use 'page' and 'page_size' to navigate. Requi
cancel_crawlCancel a crawl job by its job ID. Stops scheduling new crawl pages while allowing in-flight page work to drain. Requires a Geonode API key, sent as the X-Api-Key header.
mapDiscover all URLs under a base URL by combining sitemap parsing with HTML link extraction from the seed page. By default discovery is scoped to the exact seed host (a leading 'www.' is treated as equivalent) and, when the URL includes a path, to URLs under that path; sibling subd
map_jobsList map jobs for the authenticated user with optional filters. Filter by base URL (partial match), status (pending, running, completed, failed), or date range. Results are paginated; use 'page' and 'page_size' to navigate. Requires a Geonode API key, sent as the X-Api-Key header
map_jobRetrieve the full details and discovered links for a map job by its job ID. Returns the current status and, once completed, the discovered links and their source. Requires a Geonode API key, sent as the X-Api-Key header.
searchRun a web search and return ranked results. Supports locale targeting (a language code like 'en', a language-region tag like 'en-US', or 'all'), pagination via 'page', safe-search filtering, and restricting results to a recency window via 'time_range'. By default the service rota
search_jobsList search jobs for the authenticated user with optional filters. Filter by query (partial match), status (pending, running, completed, failed), or date range. Results are paginated; use 'page' and 'page_size' to navigate. Requires a Geonode API key, sent as the X-Api-Key header
search_jobRetrieve the full details and results for a search job by its job ID. Returns the current status and, once completed, the search results, suggestions, and any spelling correction applied. Requires a Geonode API key, sent as the X-Api-Key header.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 도메인 geonode.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
194ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 16개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
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.
입력해야 할 값: X-Api-Key
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.1)은 11일 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: Browser Use, Chrome DevTools MCP, MCP Server Browser
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Give MCP-compatible AI assistants web search and content collection tools. Extract pages, discover URLs, crawl sites and run batches for research and downstream analysis. Geonode offers limited keyless page extraction; an API key enables the full toolset, including JavaScript rendering and country targeting.
[Try Geonode for free](https://app.geonode.com/sign-up)
Integrations page · Geonode API docs · MCP setup guide · View source on GitHub · Official MCP Registry
Connect · Example: extract a page and answer with sources
| Setting | Value |
|---|---|
| Remote endpoint | https://mcp.geonode.com/mcp |
| Transport | Streamable HTTP |
| Account authentication | X-Api-Key header |
| Official registry ID | com.geonode/mcp |
Connections to https://scraper.geonode.io/mcp keep working; it serves the same server.
extract runs without one; the other tools need your Geonode API key and use your plan limits.Client configuration formats differ. There is no universal JSON installation block in this repository, and the documented recipes are not a claim of tested installation in every client.
Requires Python 3.10 or newer; no third-party packages or API key are needed.
# Show what the example will do. No network calls.
python3 examples/discover.py
python3 examples/discover.py --connect
The script sends initialize, notifications/initialized, and tools/list. It handles JSON or SSE responses and preserves a session ID if the server provides one. It never sends tools/call, reads API credentials, or extracts a page. A successful result confirms metadata discovery, not scraping success.
How the discovery example works · Run its offline tests
Anonymous access is intended for limited synchronous extraction. JavaScript rendering and country targeting require authentication. Check the current keyless limits before relying on it for a workflow.
For authenticated access, create an API key in the Geonode dashboard and set X-Api-Key through your client's credential or secure-header configuration. Keep the key out of prompts and committed files. Use the authenticated tool schemas returned by your client rather than assuming the anonymous tool list is complete.
Expected result: The tool supplies page content and the assistant writes the answer. This repository supplies setup guides and a discovery example, not a model or a self-hosted scraping backend.
Use MCP when your assistant discovers and calls tools through the Model Context Protocol. Use the Python or TypeScript SDK when your application owns the request flow, or the CLI for shell scripts.
Use the native Make.com, Zapier or self-hosted n8n connector when building scenarios or workflows in those platforms. Their available operations and access requirements differ from the MCP tool list.
Anonymous access exposes limited extraction. For authenticated access, discover the actual tool schemas in your connected client instead of copying tool names or arguments from a framework toolkit.
These recipes describe source-supported workflows. They have not been run as authenticated end-to-end examples in this review.
| Resource | Purpose |
|---|---|
| Connection guide | Endpoint, authentication and troubleshooting |
| Discovery example | Inspect metadata and tool input schemas |
| Offline tests | Exercise JSON/SSE parsing and discovery flow |
| Source and release boundary | Separate this repository from the hosted backend |
The Python SDK, CLI and framework toolkits are separate integrations. Installing a Python package does not start this hosted MCP service. No local bridge, self-hosted backend, or package release is provided here.
For API or account questions, contact Geonode. For vulnerabilities, follow SECURITY.md. Contributions use the MIT license.
[Try Geonode for free](https://app.geonode.com/sign-up)