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)
Native macOS browser exposing an MCP server so AI agents can drive a real WKWebView.
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.
The maker has not listed install details in the registry. See the maker’s README below.
Runs on your computer; the tool list appears in your AI app after you install it.
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 7, 2026
The registry name was verified with the GitHub account brainfuel, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code.
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.
A native macOS web browser that exposes itself as a Model Context Protocol server, so AI agents can drive a real WKWebView the same way a person would — navigate, click, fill forms, read the DOM, take screenshots, run JavaScript, and capture network and console activity.
Built with SwiftUI + WKWebView. The MCP server runs in-process over local HTTP with bearer-token authentication and DNS-rebinding defense.
[⬇ Download the latest macOS build](https://github.com/brainfuel/mcp-browser/releases/latest) — signed, notarised .dmg for Apple Silicon.
After downloading, open the DMG and drag MCP Browser to your Applications folder.
Most "browser-as-a-tool" stories for agents fall into two camps:
MCP Browser is the third option: a real browser window on your Mac that you log into, navigate, and use yourself — and that an LLM can drive through MCP when you ask it to. Cookies, history, bookmarks, and downloads stay local. The agent sees the same page you do.
8833 (configurable) — POST /mcp for JSON-RPC, GET /mcp for SSE-style statusHost header validated against 127.0.0.1 / localhostMCPRegistrarnavigate, back, forward, reload, current_url, current_titlelist_tabs, new_tab, switch_tab, close_tabclick, fill, submit, hover, press_key, type_text, scroll, find_in_page, get_element, accessibility_treeread_text, read_page, page_metadata, screenshot, pdf_export, render_html, eval_js, find, list_links, list_formsget_cookies, set_cookie, storage, clear_sessionlist_bookmarks, open_bookmark_folderconsole_logs, network_log, dialogdownload, upload_file (gated by user permission)wait_for, emulate, resizeSee MCP Browser/MCP/MCPToolCatalog.swift for the authoritative list.
401 Unauthorizeddialog interactions127.0.0.1, never the public network/Applications and launch it.MCP Browser.xcodeproj in Xcode.MCP Browser scheme.CLI build:
xcodebuild -project "MCP Browser.xcodeproj" -scheme "MCP Browser" -configuration Debug build
The project ships with the original author's signing settings. If you're forking to build and ship your own copy:
MCP Browser target in Xcode → Signing & Capabilities → pick your own team. This rewrites DEVELOPMENT_TEAM in MCP Browser.xcodeproj/project.pbxproj.PRODUCT_BUNDLE_IDENTIFIER from com.moosia.mcp-browser to something you own.Most MCP clients accept an HTTP transport block. Example for claude_desktop_config.json:
{
"mcpServers": { "mcp-browser": { "transport": "http", "url": "http://127.0.0.1:8833/mcp", "headers": { "Authorization": "Bearer " } } } }
The bundled MCP Clients settings tab can write this for you for the clients it knows about (Claude Desktop, Codex, etc.) — pick the client, hit Add MCP Browser, and it'll patch the file in place.
The token rotates each time you click Regenerate token in Settings → Connection. Re-patch your clients after rotating.
PersistentStore (file-backed) and SwiftData where appropriate.UserDefaults. It's regenerated from Settings → Connection whenever you want to revoke existing clients.MCP Browser/
├── Browser/ WKWebView wrapper, tab model, presenter, scripts, PiP ├── MCP/ MCP server, JSON-RPC, host protocol, tool catalog │ ├── Registrar/ Auto-config patcher for Claude Desktop / Codex / etc. │ └── Tools/ Tool implementations (navigation, DOM, content, etc.) ├── Settings/ Settings tabs (general, privacy, connection, recorder, etc.) ├── Storage/ Bookmarks, history, downloads, favicons, action log ├── Views/ Bookmarks bar, bookmarks manager, history, downloads popover ├── ContentView.swift Top-level window layout, tab strip, URL bar ├── AppCommands.swift Menu bar commands and keyboard shortcuts └── MCP_BrowserApp.swift App entry point and environment wiring
Key files
MCP/MCPServer.swift — NWListener-based HTTP/JSON-RPC server, auth, rebind defenseMCP/MCPCoordinator.swift — routes tool calls to the focused window's active tabMCP/MCPToolCatalog.swift — registry of every exposed toolMCP/MCPSecret.swift — Keychain-backed bearer tokenBrowser/BrowserTab.swift — per-tab @Observable model wrapping WKWebViewBrowser/WebViewHost.swift — NSViewRepresentable bridgeMCP Browser deliberately runs un-sandboxed so it can:
~/Library/Application Support / ~/.configIt does not:
127.0.0.1)Host header doesn't match 127.0.0.1 or localhost (DNS-rebinding defense)If you're audit-minded, the entire HTTP surface is in MCP Browser/MCP/MCPServer.swift and is roughly 400 lines.
See CONTRIBUTING.md for how to file bugs, request features, and submit pull requests.
MIT