form-auto-mcp
Reads data from Google Sheets to auto-fill web forms.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@form-auto-mcp Fill the internal form using the attached Excel file"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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.jsonWindows:
%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_keyUsage
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.xlsxfor 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.mjsA browser window will open and fill out the Text Box form 3 times in a row.
License
MIT
Available Tools
1 toolrun-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
Scored across 1 tool
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.
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.
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.
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
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