Browser Use
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Description from the maker (original English)
Web data for agents. Extract web pages, crawl websites, discover URLs, and search the web.
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.
X-Api-KeyValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install 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.
Run this in your terminal
claude mcp add --transport http geonode https://mcp.geonode.com/mcp --header 'X-Api-Key: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"geonode": {
"url": "https://mcp.geonode.com/mcp",
"headers": {
"X-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": {
"geonode": {
"type": "http",
"url": "https://mcp.geonode.com/mcp",
"headers": {
"X-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 HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
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.
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 8, 2026
The registry name was verified against the domain geonode.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 194 ms (HTTP 200)
No sign-in needed
Read 16 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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: X-Api-Key
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 12 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: Browser Use, Chrome DevTools MCP, MCP Server Browser
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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)