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)
Deterministic Zero-LLM Web Compiler, Scraper, Crawler, and Site Mapper for AI Agents.
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.
ATLAS_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Works in Claude on the web, desktop and mobile:
https://api.atlas-compiler.com/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"atlas": {
"command": "npx",
"args": [
"-y",
"@atlascompiler/mcp"
],
"env": {
"ATLAS_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http atlas https://api.atlas-compiler.com/mcpclaude mcp add atlas --env ATLAS_API_KEY=your-value -- npx -y @atlascompiler/mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"atlas": {
"url": "https://api.atlas-compiler.com/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"atlas": {
"command": "npx",
"args": [
"-y",
"@atlascompiler/mcp"
],
"env": {
"ATLAS_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": {
"atlas": {
"type": "http",
"url": "https://api.atlas-compiler.com/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"atlas": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@atlascompiler/mcp"
],
"env": {
"ATLAS_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.
ChatGPT connects only to servers on the internet:
https://api.atlas-compiler.com/mcpMenu names can differ slightly by plan and over time.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
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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 atlas-compiler.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
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Responded in 359 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
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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: ATLAS_API_KEY
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (1.0.5) reached the registry 14 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:★ 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.
MCP server for browser use access
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.
The official Model Context Protocol (MCP) server for Atlas.
Connects AI coding assistants, agents, and LLMs (Cursor, Claude Desktop, Windsurf, ChatGPT, MCP Inspector) directly to Atlas's zero-LLM web compilation pipeline. Provides deterministic, clean markdown extraction, site topology discovery, batch compilation, and bounded crawling without LLM hallucinations or context bloat.
2026-07-28 protocol era with native prompt caching hints (cacheHints: { ttlMs, cacheScope }) and asynchronous task tracking via io.modelcontextprotocol/tasks.npx @atlascompiler/mcp or configure directly into desktop IDEs.POST /mcp for remote clients and web agents.--api-key, -k) with exit code 1 to eliminate secret exposure in ps aux and process inspection.WHERE workspace_id = ?1 AND id = ?2) on all atlas:// resources.Origin blocking prevents browser-based cross-origin drive-by attacks.atlas-egress for zero-trust SSRF protection.Sign in to the Atlas Dashboard to generate your free API key (atlas_...).
Run the 1-click interactive setup wizard to validate your API key and automatically configure your desktop editors (Claude Desktop, Cursor, VS Code, Windsurf):
# Interactive mode (prompts for scope: Global, Project, or Both):
npx -y @atlascompiler/mcp init
npx -y @atlascompiler/mcp init --global # User-level (Claude, ~/.cursor, Windsurf) npx -y @atlascompiler/mcp init --project # Repo-level (.cursor/mcp.json, .vscode/mcp.json) npx -y @atlascompiler/mcp init --both # Both user-level and project-level npx -y @atlascompiler/mcp init --skip-editors # Save credentials only
The wizard:
atlas_...).~/.atlas/credentials.json (POSIX 0600 permissions).mcpServers) from VS Code workspace format (servers).Once configured via init, you can run the MCP server with zero flags or environment variables:
npx -y @atlascompiler/mcp
In automated pipelines, containerized environments, or ephemeral workers, supply credentials via the ATLAS_API_KEY environment variable:
# macOS / Linux
export ATLAS_API_KEY="atlas_your_api_key_here"
$env:ATLAS_API_KEY = "atlas_your_api_key_here"
npx -y @atlascompiler/mcp
Security Note: Passing API keys via CLI flags (
--api-keyor-k) is strictly prohibited and blocked by the CLI to avoid process table inspection leaks. Always useinitor theATLAS_API_KEYenvironment variable.
| Command | Description |
|---|---|
npx @atlascompiler/mcp | Start stdio MCP server for Claude, Cursor, and other MCP clients. |
npx @atlascompiler/mcp init | Interactive credential setup wizard, editor config, and Agent Skill install. |
npx @atlascompiler/mcp init --global | Setup credentials and configure user-level editors (Claude, ~/.cursor, Windsurf). |
npx @atlascompiler/mcp init --project | Setup credentials and configure repo-level editors (.cursor, .vscode). |
npx @atlascompiler/mcp skill | Install canonical Atlas Agent Skill into project (.agents/skills/atlas/SKILL.md). |
npx @atlascompiler/mcp skill --global | Install canonical Atlas Agent Skill globally (~/.agents/skills/atlas/SKILL.md). |
npx @atlascompiler/mcp whoami | Inspect active credentials and resolution source (env vs ~/.atlas/credentials.json). |
npx @atlascompiler/mcp logout | Clear saved credentials from ~/.atlas/credentials.json. |
npx @atlascompiler/mcp --help | Show command line usage. |
Atlas publishes an official Agent Skill for AI coding agents (Claude Code, Cursor, Antigravity, Windsurf) providing progressive disclosure playbooks for web compilation, scraping, mapping, crawling, and batch extraction.
@atlascompiler/mcp CLI (Fastest)# In your current project:
npx -y @atlascompiler/mcp skill
npx -y @atlascompiler/mcp skill --global
npx skills)# Via domain discovery (RFC 8615):
npx skills add atlas-compiler.com
npx skills add redcliffe0003/Atlas
curl -fsSL https://atlas-compiler.com/skill.md -o .agents/skills/atlas/SKILL.md
You can configure your editor in two ways:
npx -y @atlascompiler/mcp init to store credentials securely in ~/.atlas/credentials.json (POSIX 0600). Editor config files remain clean with no tokens checked into git.ATLAS_API_KEY directly in your editor's MCP config file.Add the server to your Cursor MCP settings (~/.cursor/mcp.json for global, or .cursor/mcp.json in your repository):
{
"mcpServers": { "atlas": { "command": "npx", "args": ["-y", "@atlascompiler/mcp"], "env": { "ATLAS_API_KEY": "atlas_your_api_key_here" } } } }
*(If you already ran `atlas-mcp init`, the `"env"` block can be omitted.)*
Add the server to your project's .vscode/mcp.json:
{
"servers": { "atlas": { "command": "npx", "args": ["-y", "@atlascompiler/mcp"], "env": { "ATLAS_API_KEY": "atlas_your_api_key_here" } } } }
Note: VS Code expects the root key
"servers", whereas Cursor, Claude Desktop, and Windsurf use"mcpServers". Theatlas-mcp initwizard automatically applies the correct format for each editor target.
Add the server to your Claude Desktop configuration:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json~/.config/Claude/claude_desktop_config.json{
"mcpServers": { "atlas": { "command": "npx", "args": ["-y", "@atlascompiler/mcp"], "env": { "ATLAS_API_KEY": "atlas_your_api_key_here" } } } }
Add the server to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "atlas": { "command": "npx", "args": ["-y", "@atlascompiler/mcp"], "env": { "ATLAS_API_KEY": "atlas_your_api_key_here" } } } }
POST /mcp)For remote agents or the official MCP Inspector:
https://api.atlas-compiler.com/mcpAuthorization: Bearer atlas_YOUR_API_KEY_HEREContent-Type: application/jsonAccept: application/jsonGET /.well-known/oauth-protected-resource.Atlas exposes 5 focused tools for AI coding assistants and agent workflows:
| # | Tool | Description | Best For | | :-: | :--- | :--- | :--- | | 1 | atlas_compile | Deep 12-pass AST compilation into high-density Markdown | Complex docs, API references, tables, and code blocks | | 2 | atlas_scrape | Fast single-page content and link extraction | Articles, blog posts, news, and raw text | | 3 | atlas_map | Domain topology spider and sitemap explorer | Discovering reachable URLs without downloading page bodies | | 4 | atlas_batch_compile | Concurrent parallel compilation (up to 20 URLs) | Multi-page comparisons and batch data ingestion | | 5 | atlas_crawl | Bounded recursive website crawl with path glob filtering | Section-specific site crawls (e.g. /docs/**) |
atlas_compileCompile any web page into a structured, high-density markdown document optimized for LLM reasoning.
{
url: string; // Required: Absolute HTTP/HTTPS URL format?: 'markdown' | 'semantic' | 'markdown+links'; // 'semantic' includes AST graph; 'markdown+links' appends links max_output_chars?: number; // Maximum characters to return in the tool response (default: 30000) force_fresh?: boolean; // Bypass edge cache and force fresh compile from origin (default: false) }
Example Agent Invocation:
*"Compile the Stripe payment intents documentation at
https://docs.stripe.com/api/payment_intentsand show me the API parameters."*
atlas_scrapeFast, lightweight single-page extraction when deep compilation isn't required.
{
url: string; // Required: Absolute HTTP/HTTPS URL formats?: Array<'markdown' | 'links' | 'text'>; // Formats to extract (default: ['markdown']) max_output_chars?: number; // Capping threshold (default: 30000) timeout_ms?: number; // Maximum fetch timeout in milliseconds (default: 15000) }
Example Agent Invocation:
*"Scrape the main text and links from
https://atlas-compiler.com."*
atlas_mapDiscover site topology, sitemaps, and reachable URLs on a target domain without downloading page bodies.
{
url: string; // Required: Root URL or domain (e.g. 'https://docs.github.com') limit?: number; // Maximum URLs to return (1-500, default: 100) include_subdomains?: boolean; // Follow subdomains (default: false) sitemap?: 'include' | 'skip' | 'only'; // Sitemap inspection strategy (default: 'include') }
Example Agent Invocation:
*"Map the documentation pages on
https://docs.github.comso we know what guides are available."*
atlas_batch_compileCompile multiple pages in parallel (up to 20 URLs) with per-document success/failure aggregation.
{
urls: string[]; // Required: Array of 1 to 20 URLs format?: 'markdown' | 'semantic' | 'markdown+links'; // Content format (default: 'markdown') max_output_chars_per_page?: number; // Character cap per document (default: 15000) }
Example Agent Invocation:
*"Compile these 3 release note pages simultaneously:
['https://site.com/v1', 'https://site.com/v2', 'https://site.com/v3']."*
atlas_crawlBounded crawl of a website starting from a seed URL with link discovery, depth limits, and path filtering.
{
url: string; // Required: Seed URL to begin crawling max_pages?: number; // Maximum pages to process (1-50, default: 10) max_depth?: num
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