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)
Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist
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.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"pagerunner": {
"command": "npx",
"args": [
"-y",
"pagerunner"
]
}
}
}Run this in your terminal
claude mcp add pagerunner -- npx -y pagerunnerPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"pagerunner": {
"command": "npx",
"args": [
"-y",
"pagerunner"
]
}
}
}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": {
"pagerunner": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pagerunner"
]
}
}
}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 one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
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 Enreign, 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 (0.8.0) reached the registry 7 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
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 Chrome browser automation MCP server. Connect Claude (or any MCP client) to a real Chrome session — using your existing profiles with their cookies, saved passwords, and history.
[!WARNING]
Pagerunner is early-stage software (v0.x). APIs and configuration formats may change between releases.
Pagerunner launches Chrome with your existing user profile via CDP (Chrome DevTools Protocol) and exposes it as an MCP server over stdin/stdout. Claude can then navigate, click, type, screenshot, and run JavaScript in the live browser.
1. Install
# Option A — Homebrew (easiest on macOS/Linux):
brew tap enreign/pagerunner brew install pagerunner
cargo install pagerunner
curl -L https://github.com/Enreign/pagerunner/releases/latest/download/pagerunner-macos-arm64 \ -o pagerunner && chmod +x pagerunner
curl -L https://github.com/Enreign/pagerunner/releases/latest/download/pagerunner-macos-x86_64 \ -o pagerunner && chmod +x pagerunner
curl -L https://github.com/Enreign/pagerunner/releases/latest/download/pagerunner-linux-x86_64 \ -o pagerunner && chmod +x pagerunner
xattr -d com.apple.quarantine pagerunner
cargo install --git https://github.com/Enreign/pagerunner --locked
cargo build --release
2. Auto-detect Chrome profiles
pagerunner init
This reads Chrome's profile list and writes ~/.pagerunner/config.toml automatically. Run pagerunner status to verify.
Alternatively, write ~/.pagerunner/config.toml by hand — see pagerunner example-config for the format.
3. Register as MCP server
# If installed (Options A or B — binary is in PATH):
claude mcp add pagerunner "$(which pagerunner)" mcp
claude mcp add pagerunner "$(pwd)/target/release/pagerunner" mcp
For Claude Desktop, add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": { "pagerunner": { "command": "/absolute/path/to/pagerunner", "args": ["mcp"] } } }
Note: The
mcpsubcommand is required — registering just the binary path withoutmcpwill not work.
Note: Chrome locks profile directories. Close any Chrome window using a profile before opening a Pagerunner session on it.
4. Set up in your project (optional)
In any project directory with a CLAUDE.md or AGENTS.md:
pagerunner init
Pagerunner prints a ready-to-use usage snippet and offers to append it to your project file automatically. For scripting: pagerunner init --json.
5. (Optional, `--features ner` builds only) Download the NER model
pagerunner download-model # ~65MB, enables PERSON/ORG name detection
Copy the example agent instructions into your project root so Claude (or any agent) immediately knows how to use Pagerunner:
# Claude Code projects:
curl -sL https://raw.githubusercontent.com/Enreign/pagerunner/main/docs/examples/CLAUDE.md -o CLAUDE.md
curl -sL https://raw.githubusercontent.com/Enreign/pagerunner/main/docs/examples/AGENTS.md -o AGENTS.md
Or paste the content manually and extend it with project-specific instructions.
For comprehensive guidance, workflows, and examples tailored to 4 different use cases, install the Pagerunner Skill:
# Install the skill (once available in skills.sh registry)
claude skill install pagerunner-skill
Or explore the skill repository directly: pagerunner-skill
The skill includes:
Start with the skill's SKILL.md to find your use case and quick start path.
| Tool | Description |
|---|---|
list_profiles | List configured Chrome profiles |
open_session | Launch Chrome for a profile, returns session_id |
attach_session | Attach to an existing Chrome instance via --remote-debugging-port |
close_session | Kill a Chrome session |
list_sessions | List active sessions |
list_tabs | List open tabs in a session |
new_tab | Open a new tab, returns target_id |
close_tab | Close a specific tab |
| Tool | Description |
|---|---|
navigate | Navigate a tab to a URL |
wait_for | Wait for a CSS selector, URL pattern, or fixed delay |
get_content | Get visible text content of a tab |
screenshot | Capture a tab as PNG (saved to temp file or inline base64) |
evaluate | Run JavaScript in a tab, returns the result |
| Tool | Description |
|---|---|
click | Click an element by CSS selector |
type_text | Type text at the focused element or a given selector |
fill | Set input value with React/Vue/Angular synthetic events |
select | Choose a dropdown option by value |
scroll | Scroll the page by pixels or scroll an element into view |
| Tool | Description |
|---|---|
save_snapshot | Save current page cookies/localStorage to the encrypted DB |
restore_snapshot | Restore a saved snapshot into the current tab |
list_snapshots | List saved snapshots (optionally across all profiles) |
delete_snapshot | Delete a saved snapshot |
save_tab_state | Save all open tab URLs to the DB |
restore_tab_state | Reopen the previously saved tabs |
| Tool | Description |
|---|---|
kv_set | Store a value in a persistent namespace |
kv_get | Retrieve a value by key |
kv_delete | Delete a key |
kv_list | List keys in a namespace (with optional prefix filter) |
kv_clear | Delete all keys in a namespace |
| Tool | Description |
|---|---|
get_network_log | Inspect HTTP requests captured in a session |
get_console_log | Capture JavaScript console output from a tab |
| Tool | Description |
|---|---|
get_site_knowledge | Inspect what Pagerunner has learned about a site (adapters, auth tokens, selector health) |
register_adapter | Store a JS adapter for direct API calls against a site |
call_site_api | Execute a stored adapter in the browser tab |
generate_adapter | Auto-generate a JS adapter from network traffic using Claude (requires ANTHROPIC_API_KEY) |
| Tool | Description |
|---|---|
save_session_checkpoint | Save full tab state (URLs + scroll positions) for all tabs in a session |
restore_session_checkpoint | Reopen all saved tabs and navigate to stored URLs |
list_session_checkpoints | List saved checkpoints for a profile |
delete_session_checkpoint | Remove a checkpoint by ID |
Pagerunner learns about sites as you use them and can call site APIs directly using your session credentials — no separate auth setup required.
Adapters are short JS functions stored in the encrypted DB and executed in the browser tab. Use them to call APIs that a site exposes (typically the same API the web UI uses):
register_adapter(origin="https://github.com", name="list-issues",
description="List open issues for a repo", js_code="async ({owner, repo}) => { const r = await fetch(...); return r.json() }")
call_site_api(session_id, target_id, origin="https://github.com", name="list-issues", params={"owner": "Enreign", "repo": "pagerunner"})
Seed adapters for GitHub, Linear, Jira, Notion, and Gmail are built in.
Auth token detection — Bearer tokens, API keys, and session cookies discovered in network traffic are stored in the encrypted site vault. Adapters automatically have access to them via the credentials argument.
Selector stability — click, fill, and select track success/failure rates per selector. A fragility warning appears in the tool response when a selector fails >30% of the time over ≥5 uses.
Save complete browser state (all open tabs with URLs and scroll positions) and restore it in any future session:
save_session_checkpoint(session_id, name="before-review")
→ checkpoint_id: cp_abc123
restore_session_checkpoint(session_id, checkpoint_id="cp_abc123") → reopens all saved tabs at their stored URLs
Checkpoints are stored in the encrypted DB and scoped to a profile.
A native Swift companion app lives at apps/menubar/. It shows all Chrome profiles, active sessions, open tabs, and daemon status from the menu bar — no terminal required.
Features:
Build and run:
pagerunner daemon &
cd apps/menubar bash scripts/package.sh # builds + bundles into scripts/Pagerunner.app open scripts/Pagerunner.app
Pass anonymize: true to open_session to strip PII from all get_content and evaluate results before they reach Claude. Screenshots are blocked in anonymization mode.
{ "tool": "open_session", "profile": "personal", "anonymize": true }
Detected by default: EMAIL, PHONE, CREDIT_CARD, IBAN, SSN, IP With `--features ner` build: also detects PERSON and ORG names via a local ONNX model
[EMAIL:a3f9b2]. Pass tokens back to fill/type_text — Pagerunner de-tokenizes before writing to the DOM.[EMAIL] — no vault, no de-tokenization.# 1. Build with NER support:
cargo build --release --features ner
Only the beginning is shown; read the rest in the repo