Scrapeer MCP Server

Scrapeer is a visual browser automation and web scraping platform for people who do not want to write scrapers from scratch. Build deterministic scraping workflows in a drag-and-drop editor, watch the browser run step by step, then run those same flows locally or in Scrapeer's cloud.

This MCP server connects AI agents to Scrapeer so they can:

• run saved scraping flows and retrieve structured results

• inspect flow definitions, block configs, execution steps, and run history

• create or patch flows using Scrapeer's block catalog and validation APIs

• check account credits and cancel active cloud runs

The result is a useful split of responsibilities: humans design reliable browser workflows in Scrapeer, and agents can trigger, monitor, debug, and extend those workflows through MCP.

Why Scrapeer

Scrapeer is built for glass-box scraping: you can see exactly what the scraper does, inspect each block's output, and fix the workflow when a site changes. Instead of asking an agent to improvise browser steps every time, Scrapeer gives agents a reliable set of saved, validated workflows they can run on demand.

Related MCP server: Hyperbrowser MCP Server

Quick Start

Create a Scrapeer API key at https://app.scrapeer.com/settings#security, then add the server to your MCP client. These examples use npx so users do not need to install the package globally.

Claude Code (.mcp.json)

For a project-scoped Claude Code config, create .mcp.json in the project root:

{
  "mcpServers": {
    "scrapeer": {
      "command": "npx",
      "args": ["-y", "@scrapeer/mcp-server"],
      "env": { "SCRAPEER_API_KEY": "sk_..." }
    }
  }
}

For a private user-scoped config, run claude mcp add --scope user --env SCRAPEER_API_KEY=sk_... scrapeer -- npx -y @scrapeer/mcp-server so Claude writes the correct ~/.claude.json entry for your machine.

Codex CLI and IDE extension (~/.codex/config.toml)

[mcp_servers.scrapeer]
command = "npx"
args = ["-y", "@scrapeer/mcp-server"]

[mcp_servers.scrapeer.env]
SCRAPEER_API_KEY = "sk_..."

Cursor (~/.cursor/mcp.json or .cursor/mcp.json)

{
  "mcpServers": {
    "scrapeer": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@scrapeer/mcp-server"],
      "env": { "SCRAPEER_API_KEY": "sk_..." }
    }
  }
}

VS Code Copilot (.vscode/mcp.json)

{
  "servers": {
    "scrapeer": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@scrapeer/mcp-server"],
      "env": { "SCRAPEER_API_KEY": "sk_..." }
    }
  }
}

Available Tools

Read

Run

Mutate

Building flows: recommended sequence

The mutation tools enforce optimistic concurrency. Every save sends the version stamp the caller saw on its last read, and the gateway rejects stale writes with 409 so concurrent edits from a human in the editor and an LLM via MCP cannot silently overwrite each other. The MCP server tracks this version stamp automatically across calls in the same session, so the LLM does not have to manage it manually.

Typical sequences:

Create from scratch:

scrapeer_get_block_catalog       -> learn valid block types
scrapeer_create_flow             -> returns flow_id (event_id cached)
scrapeer_patch_flow flow_id [...] -> add_block ops; cache -> baseProjectEventID

Modify an existing flow:

scrapeer_get_block_catalog       -> learn valid block types
scrapeer_get_flow flow_id        -> caches the current event_id
scrapeer_validate_flow {...}     -> optional dry-run before commit
scrapeer_patch_flow flow_id [...] -> uses cached event_id automatically

If a 409 fires, the cached event_id is invalidated automatically. Re-call scrapeer_get_flow and retry the mutation.

Configuration

Development

pnpm install
pnpm test
pnpm run build

Tests use msw to mock the Scrapeer API. No real credentials are needed.