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)
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP server 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.
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 up2itnow0822, 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 (0.5.0) reached the registry 8 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.
TypeScript tools for browser agents, with explicit authorization, bounded execution, React lifecycle support and a non-custodial transaction reference app.
0.6.0 is a breaking security release candidate. Existing registry releases do not contain these repairs. Read the migration guide. The candidate is unpublished; this project provides neither custody nor a guarantee against attacks.
From a repository checkout, with Node 22.22.2+ (22 LTS) or 24.15+ (24 LTS) and npm:
npm ci --ignore-scripts
npm run build npm run studio:dev
Open Vite's localhost URL. Practice mode uses invented balances, prices and receipts; it never signs or broadcasts. Live wallet mode uses an injected EIP-1193 wallet on Base chain 8453. The candidate supports ETH, native Base USDC and WETH transfers, and USDC/WETH exact-input swaps through the configured Uniswap V3 router and fee tier 500. Agents read state and propose actions; humans separately review each exact approval or transaction and authorize it in their external wallet.
Proposals bind account, chain, saved policy version, exact amount, minimum output and a 120-second expiry. Slippage is capped at 1%. Per-proposal limits do not cap aggregate spending. No key/seed input, arbitrary agent calldata, unlimited approval or agent signing tool is provided. Saved policy survives mode changes; memory-only activity clears on reload or mode change.
A submitted hash is pending. Matching transaction fields, receipt and token events must be checked before confirmation. Ambiguous submissions and RPC failures remain pending. Mined inclusion is not irreversible finality; inspect pending wallet activity before retrying. See the threat model and release runbook.
Install the reviewed package after publication, or build this branch locally. Public subpaths provide CommonJS, ES modules and TypeScript declarations.
import { createKit, defineTool } from "webmcp-sdk";
const kit = createKit({ prefix: "demo" }); kit.register( defineTool( "hello", "Return a greeting for the supplied name.", { type: "object", properties: { name: { type: "string", maxLength: 100 } }, required: ["name"], additionalProperties: false, }, ({ name }) => ({ message: Hello, ${name}! }), ), ); console.log(await kit.invoke("demo.hello", { name: "Bill" })); // { message: 'Hello, Bill!' } await kit.ready(); // Later: kit.unregisterAll();
Direct invocation works without a native browser API. The default adapter uses document.modelContext, execute, asynchronous registration and registration AbortSignals. Await ready() to observe registration errors. Native WebMCP is experimental and browser/origin dependent. Use the canonical browser example to distinguish local execution from native readiness. A legacy navigator adapter requires explicit browserAdapter: 'legacy' and separate compatibility testing. Annotations are advisory metadata, not authorization.
Inputs are finite own-data JSON snapshots, recursively frozen before asynchronous hooks. Dangerous keys, cycles, arbitrary prototypes, accessors and invalid schemas reject. Validation works without unsafe-eval; supported schema restrictions are intentional compatibility limits.
Defaults: 10 concurrent executions, 100 queued/admitted waits, 30-second deadlines, 65,536 input bytes, 1,000 nodes and depth 10. Handlers receive an optional second { signal } argument. Propagate cancellation and check current authority at the operation boundary. A deadline cannot preempt synchronous JavaScript or force an uncooperative promise to stop; unresolved work retains its capacity/lease until it settles.
import { withConfirmation, withSecurity } from "webmcp-sdk/security";
// reviewedTool, showReviewDialog and writeAuditEvent are application-owned. const secured = withSecurity( withConfirmation( reviewedTool, "Approve these reviewed terms?", showReviewDialog, ), { rateLimit: { maxInvocations: 10, windowMs: 60_000 }, audit: true, onAudit: writeAuditEvent, }, ); kit.register(secured);
withConfirmation requires its explicit provider to return literal true. kit.requestUserInteraction independently requires kit configuration confirmationProvider. Financial review must bind immutable terms; a generic boolean dialog is insufficient by itself. audit: true needs a reliable synchronous sink. Security audit omits input by default and never logs raw handler results/errors; explicitly allowed fields receive credential-key redaction. General kit callbacks/logs can contain input and are not a redacted audit store. blockedPatterns are bounded literal substrings, not a comprehensive prompt-injection filter.
Use WebMCPProvider from webmcp-sdk/react to scope session policy. Tool hooks publish committed handlers/metadata, revoke old registrations when callback authority changes, and remove only their owned registrations. Config-owned providers reject changed configuration; remount to replace policy. Supplied kits may be replaced. Stable callbacks avoid unnecessary revocation but must retain all account/policy dependencies.
registerDeclarativeTools(kit, root, { handlers }) registers annotated forms through an explicit trusted handler map and returns cleanup. HTML cannot define executable handlers. See declarative tools for supported fields and authorization responsibilities.
x402 payments: Paused for security maintenance. Do not use in production.
webmcp-sdk/middleware/express serves discovery metadata, not an execution transport or authentication system. Catalogs deny by default: supply an authorizer returning literal true, or deliberately choose publicManifest: true. Catalog responses use private, no-store. Actual operations need separate authentication and authorization.
Python discovery is a separate source distribution; npm does not install Python imports. No stdio server, webmcp-sdk serve, ProxyRelay or AuditLog class is supplied.
npm run verify:release
The release record distinguishes historical evidence from freshly reconstructed checks. The complete gate covers formatting, types, SDK/Studio tests and builds, packed consumers, native browser/CSP, deterministic wallet flows, accessibility/mobile checks, Python tests and dependency audit. Python installation has a separate wheel-import check. No automated check publishes, deploys or sends real funds. See SECURITY.md for reporting. MIT license.