Browser Automation

io.github.DataLeadsPROPublished by GitHub account DataLeadsPROv1.0.0Updated Oct 24, 2026

Programmatic headless browser sessions: create, interact, browse, and extract - rendered in a real

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBrowser Automation

Overview

AI-generated overview

A remote headless browser service that lets an assistant create sessions, browse pages, interact with them, and extract rendered content.

What you can do
Create and delete headless browser sessions, and list existing ones for a client key. Browse a URL in a real browser and extract fields such as title and markdown. Interact with a live session to drive pages further. Requests are rendered in a real browser with anti-bot handling and protected-page support built in.
When to use it
Useful when an assistant needs rendered page content or scripted interaction with sites that block simple fetches, without running its own browser infrastructure. Suited to extraction and browsing tasks rather than local file or code work.
Requirements
A remote Streamable HTTP endpoint; no local runtime is needed for the remote option. A DataLeads client key is required, passed as clientKey in requests; the Docker stdio option uses the DATALEADS_API_KEY environment variable. Network access to the provider's service.
Before you install
The client key is a credential sent to a third party; keep it out of shared logs. All browsing and page content passes through the provider's servers. Sessions can be created and deleted, and interaction may submit data to target sites. Usage is metered by paid tiers beyond the free monthly request allowance.

Installation

In SourceWeft

  1. Open Browser Automation in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.DataLeadsPRO%2Fbrowser-automation/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "browser-automation": {
      "type": "http",
      "url": "https://data.dataleads.pro/mcp/browser-automation"
    }
  }
}

README

Browser Automation API (Headless Sessions)

Programmatic headless browser sessions: create, interact, browse, and extract - rendered in a real browser.

Part of the DataLeads API suite (Tools category). Requests render in a real browser with anti-bot handling and protected-page support built in - no proxies to manage, no infrastructure to run.

Endpoints

MethodPathDescription
POST/session/createV1 Session Create
POST/interactV1 Interact
POST/session/listV1 Session List
POST/session/deleteV1 Session Delete
POST/browseV1 Browse

Quick start

bash
curl -X POST https://data.dataleads.pro/v1/session/create \  -H 'Content-Type: application/json' \  -d '{"clientKey": "YOUR_CLIENT_KEY", "url": "https://example.com", "extract": ["title", "markdown"]}'

Replace YOUR_CLIENT_KEY with your key. Get one at https://data.dataleads.pro - free tier included.

MCP server

  • Remote (Streamable HTTP): https://data.dataleads.pro/mcp/browser-automation
  • Stdio (Docker): docker run -e DATALEADS_API_KEY=yourkey ghcr.io/dataleads/browser-automation-mcp:latest

Pricing

TierPriceRequests
Free$0500/mo
Starter$9/mo5,000
Pro$29/mo25,000
Business$99/mo100,000
Enterprisecustomcustom

Full plan details at https://data.dataleads.pro.

License

MIT - see LICENSE.

Source: README.md at commit 48c881b

Tools

5

session_create

V1 Session Create

Parametersttl_minutes

interact

V1 Interact

ParametersactionsextractsessionId

session_list

V1 Session List

Parametersextrarequired

session_delete

V1 Session Delete

ParameterssessionId

browse

V1 Browse

ParametersurlwaitMsactionsfullPage

Version history

1
  1. v1.0.0LatestSep 17, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.