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form-auto-mcp

MCP server for Claude Desktop that automates internal system form submissions using Playwright.

Features

  • Read data from Excel/CSV or Google Sheets and auto-fill forms

  • Automated menu navigation (menu text click → page transition)

  • Label/ID/Placeholder-based form field matching

  • Visible mode (browser shown) / Fast mode (background) toggle

  • Result report with success/failure counts + screenshots on failure

Related MCP server: UI Test Gen MCP Server

Installation

Prerequisites

  • Node.js 18+

Claude Desktop Configuration

Add to claude_desktop_config.json:

  • Mac: ~/Library/Application Support/Claude/claude_desktop_config.json

  • Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "form-automation": {
      "command": "npx",
      "args": ["form-auto-mcp"]
    }
  }
}

Restart Claude Desktop. That's it — no clone, no build needed.

Google Sheets (Optional)

Create a .env file:

GOOGLE_API_KEY=your_api_key

Usage

In Claude Desktop, provide a site URL and attach an Excel file:

"https://your-site.com 에 이 엑셀로 폼 입력해줘" (attach file)

Google Sheets

"https://your-site.com 에 이 구글 시트로 폼 입력해줘: [sheet URL]"

Fast mode (headless)

"빠르게 폼 입력해줘"

Excel Format

Everything is controlled from the Excel file — menu path, form fields, and save button.

메뉴경로

field1

field2

...

저장버튼

MenuA > SubMenuB

Value1

Value2

...

Submit

  • 메뉴경로 (first column): menu path to click, separated by >

  • Form fields (middle columns): column name = form label, ID, or placeholder on screen

  • 저장버튼 (last column): text of the save/submit button to click

  • See templates/test-demoqa.xlsx for a sample

Quick Test (demoqa.com)

A sample Excel for demoqa.com is included so you can try the automation right away.

From Claude Desktop:

"https://demoqa.com/elements 에 templates/test-demoqa.xlsx 파일로 폼 입력해줘"

Or from terminal (for developers):

git clone https://github.com/jayounglee92/form-auto-mcp.git
cd form-auto-mcp
npm install
npm run build
node test-run.mjs

A browser window will open and fill out the Text Box form 3 times in a row.

License

MIT

Available Tools

1 tool
run-workflowA

엑셀 또는 Google Sheets 데이터를 읽어 내부 시스템 폼을 자동으로 입력합니다. 엑셀에 메뉴경로, 폼 필드, 저장버튼 텍스트가 모두 포함되어 있습니다.

Inputs: site_url (required), source_type (required), mode, file_path, +1 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.7/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of confusion. The tool's purpose is clearly defined as running a data-driven form workflow, so an agent can accurately select it without ambiguity.

    Naming Consistency5/5

    The tool name 'run-workflow' follows a clean verb-noun pattern, which is consistent and readable. Since there is only one tool, no naming conflicts or stylistic inconsistencies exist.

    Tool Count3/5

    A single tool feels thin for the stated purpose of form automation, which could encompass a broader set of operations. The count is borderline but not extreme, as the tool covers the core workflow directly.

    Completeness3/5

    The tool addresses the primary task of reading data and filling forms, but there are notable gaps such as listing workflows, checking status, or handling configuration. For a more comprehensive form automation server, additional tools would be expected.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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