browser-use MCP
Browser Use is an open-source Python library for AI browser agents, and our entry covers its MCP route.
- MCP server
- Official
browser-use · 119,597 stars
MCP server
Checked 2026-10-31
npx -y add-mcp https://mcp.vercel.com -gHosted endpoint: https://mcp.vercel.com
Commands come from the project's own docs or registry entry. Check them against the source before you run them.
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Vercel MCP is Vercel's official remote MCP server, at https://mcp.vercel.com. You sign in with OAuth, and your AI tool can search Vercel docs, manage projects and deployments, read logs and query Web Analytics. There is nothing to run locally. Vercel only supports MCP clients it has reviewed and approved. We checked it on 31 October 2026.
Maintainer | Vercel |
Endpoint |
|
Transport | Streamable HTTP, with the MCP authorization flow (OAuth) |
Auth | OAuth sign-in in your browser; you grant the teams the client may use |
Availability | All Vercel plans, under Vercel's AI Product Terms |
Tools | The docs catalog covers 217 tools plus 31 workflow or widget tools; your client sees what your grant and client allow |
Client rule | Only clients reviewed and approved by Vercel can connect |
Quick setup |
|
Vercel Plugin |
|
Docs last updated | 15 Sep 2026 (tools reference) |
Source code | The hosted server is not the open-source repo some searches show; community servers with the same name are separate projects |
Price | No separate MCP fee stated. Your Vercel plan and usage apply |
A warning about names. A search for "vercel mcp" returns community repositories, such as Quegenx/vercel-mcp-server, that are not Vercel's. This page is about the official hosted server.
The server turns the Vercel dashboard and much of its API into tools. A typical question is "why did my last deployment fail?" The agent lists your teams and projects, lists deployments, reads the failed one, pulls the build or runtime logs, and tells you the error. You never leave the editor.
Vercel's own summary is four jobs: search and navigate documentation, manage projects and deployments, analyse deployment logs, and query visitors, page views and custom events.
The docs also say the server can deploy code and now supports purchases, according to changelog posts linked from the page. Read those two as signs of how much power the connection has: it is not read-only by nature. The tools reference lists a Billing and Purchases category of 5 tools and says each tool still needs the relevant OAuth grant and Vercel permissions. Neither page says how individual deploy or purchase calls are confirmed, so turn on human confirmation in your client, as Vercel advises.
The tools reference lists 25 categories. We show the biggest ones.
Category | Tools | Examples of what it covers |
|---|---|---|
Domains and DNS | 28 | Domains, records, certificates |
Sandboxes | 23 | Running code in isolated sandboxes |
Deployments | 17 | List, inspect, fetch a deployment URL |
Projects | 17 | Find and read project configuration |
Routing | 17 | Routing rules |
Feature Flags | 16 | Flag management |
Vercel CI | 15 | CI runs |
Global Config | 13 | Account-level settings |
Rolling Releases | 10 | Staged rollouts |
Key Management | 9 | KMS keys (some actions are excluded) |
Environment Variables | 7 | Read and change env vars |
Observability | 7 | Runtime logs and errors |
Networking | 7 | Network settings |
Caching, Firewall and Security, Integrations, Toolbar, Teams and Users | 6 each | Their named areas |
Access Groups, Billing and Purchases, Drains, Web Analytics | 5 each | Their named areas |
Agent Runs | 4 | Agent runs |
Documentation, CLI and Feedback | 3 | Docs search and feedback |
Microfrontends, Storage | 2 each | Their named areas |
Checks | 1 | Checks |
The reference says it covers 217 catalog tools and 31 workflow or widget tools, and that availability depends on server configuration, client support, and your team or project scope. A listed tool still needs the right OAuth grant and your normal Vercel permissions.
Vercel's own "frequently used" list is the place to begin:
Tool | Use |
|---|---|
| Find what you can reach |
| See deployments and their status |
| Fetch a deployment URL, including protected deployments you can access |
| Read and filter runtime logs |
| Grouped runtime errors and affected routes |
The catalog excludes endpoints that need unsupported credentials. It does not create AI Gateway API keys, exchange SSO tokens, import KMS private keys, or sign KMS messages or tokens. Use the dashboard or the CLI for those. Also, MCP and the CLI use separate authentication, so a working CLI does not prove your MCP grant has the same access.
The one-line route configures every detected client:
npx -y add-mcp https://mcp.vercel.com -gWithout -g it installs for the current project. Add -y to skip the confirmation prompt. You can also pick a client, for example npx add-mcp https://mcp.vercel.com -a opencode.
Adding the server does not complete authorisation. The client must walk you through a browser sign-in, and you then choose which teams it may work with. Afterwards, ask the assistant to list your teams and projects to confirm access.
Vercel documents all five of ours except Antigravity. Lines below come from Vercel's docs unless we say otherwise.
claude mcp add --transport http vercel https://mcp.vercel.comThen start claude and type /mcp to authenticate the server.
codex mcp add vercel --url https://mcp.vercel.comCodex detects OAuth support and opens your browser to authorise.
In .cursor/mcp.json, project or global:
{
"mcpServers": {
"vercel": {
"url": "https://mcp.vercel.com"
}
}
}Cursor shows a "Needs login" prompt. Click it to authorise.
npx add-mcp https://mcp.vercel.com -a opencodeor in opencode.json:
{
"mcp": {
"vercel": {
"type": "remote",
"url": "https://mcp.vercel.com"
}
}
}OpenCode starts the OAuth flow when it needs to. You can also run opencode mcp auth vercel.
Antigravity is not on Vercel's supported client list as we read it. Vercel states that it only supports clients it has reviewed and approved, and lists Claude Code, Claude.ai and desktop, ChatGPT, Codex CLI, Cursor, VS Code with Copilot, Devin, Raycast, Goose, Windsurf, Gemini Code Assist, Gemini CLI, OpenCode and Pi. The add-mcp command also configures other HTTP clients, including Cline, Grok Build, Kimi Code, Kilo Code and Zed.
Our adaptation, which may not be accepted by Vercel's allow list: Antigravity takes serverUrl for Streamable HTTP in ~/.gemini/config/mcp_config.json:
{
"mcpServers": {
"vercel": {
"serverUrl": "https://mcp.vercel.com"
}
}
}Vercel only supports clients it has reviewed and approved, and Antigravity is not on its supported list as of its 15 September 2026 update, so the Antigravity config above may be refused. Gemini CLI is now for Code Assist enterprise customers only, though Vercel still documents it with npx mcp-remote https://mcp.vercel.com in ~/.gemini/settings.json.
VS Code with Copilot (one-click or MCP: Add Server, HTTP), Claude.ai and desktop (Settings, Connectors, Add custom connector, on Pro, Max, Team and Enterprise plans), ChatGPT (add a custom MCP server in Plugins), Devin (MCP Marketplace), Raycast, Goose, Windsurf (serverUrl in mcp_config.json) and Pi (through pi-mcp-adapter).
This is our suggested flow, built from the "frequently used" tools. We did not run it. Your last production deploy failed, and you want to know why.
list_teams, then list_projects for the team you granted. This also proves the grant works.list_deployments shows state and timing. Look for the first failed one, not just the latest.get_deployment returns its status and details.get_runtime_errors groups errors by route, and get_runtime_logs lets you filter to the time window.web_fetch_vercel_url fetches a deployment URL, including a protected preview you can access, so the agent can see what a visitor sees.Every step is a read. The sensitive tools, such as environment variables, domains and rolling releases, stay unused, and a client that asks before every write will never reach them without you seeing it. That is the pattern we would copy for a team: read freely, write by confirmation, change code through git.
Vercel says it supports only reviewed clients "to ensure secure access". That is unusual among MCP servers, and it has a practical effect: a client you build yourself will not connect until Vercel approves it. The page links a client review form for builders.
The reason ties to OAuth. Vercel says its server blocks confused deputy attacks by requiring explicit user consent for each client connection. That stops an attacker from reusing a consent cookie to get access through a malicious authorisation request. An allow list adds a second layer: only clients Vercel has looked at get to ask.
Vercel's own list is clear and worth repeating.
https://mcp.vercel.com. Double-check the URL when a marketplace offers one-click installs.Option | Use it when | Page |
|---|---|---|
Vercel CLI through the agent's shell | You want every command and your shell is trusted | Built in to the agent |
Cloudflare MCP | You deploy to Cloudflare Workers | |
Railway MCP | You host on Railway | |
Sentry MCP | You want error data, not hosting | |
GitHub MCP | You work with code and pull requests, which trigger Vercel previews |
See MCP clients for how each agent handles remote OAuth servers.
We did not run this server for this page. This comes from Vercel's documentation as of 31 October 2026.
It is a well-run hosted server. OAuth with per-client consent, a reviewed client list and a security section written in plain words all point to a vendor that has thought about this. The catalog is the other side of that: 248 documented tools, including domains, environment variables, firewall rules and purchases, is a large surface to hand to an agent.
For most developers, the value is diagnosis: "why did this deploy fail?" and "what errors are users hitting?" Those need read tools only. We would use the server for that and keep every write behind a confirmation prompt. If you use Antigravity, check with Vercel's list first, because the docs name approved clients and ours is not on it.
npx -y add-mcp https://mcp.vercel.com -g, or use the line for your agent.It is Vercel's official remote MCP server at https://mcp.vercel.com. After an OAuth sign-in, an AI tool can search docs, manage projects and deployments, read logs and query Web Analytics.
Vercel says Vercel MCP is available on all plans, subject to its AI Product Terms. Actions that cost money, such as purchases, follow your account's billing.
No. Vercel only supports clients it has reviewed and approved, and lists them. Builders can submit a client review form.
The documented server is the hosted one. The quick setup uses npx add-mcp to configure your clients to point at it.
Confirm the endpoint is mcp.vercel.com, grant access only to the teams you need, and keep human confirmation on for every write.
It is Vercel's official remote MCP server at https://mcp.vercel.com. After an OAuth sign-in, an AI tool can search docs, manage projects and deployments, read logs and query Web Analytics.
Vercel says Vercel MCP is available on all plans, subject to its AI Product Terms. Actions that cost money, such as purchases, follow your account's billing.
No. Vercel only supports clients it has reviewed and approved, and lists them. Builders can submit a client review form.
The documented server is the hosted one. The quick setup uses npx add-mcp to configure your clients to point at it.
Confirm the endpoint is mcp.vercel.com, grant access only to the teams you need, and keep human confirmation on for every write.
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