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Fillout.io MCP Server: Automate Workflows & Drive Data Insights - MCP Implementation

Fillout.io MCP Server: Automate Workflows & Drive Data Insights

Fillout.io MCP Server: Seamlessly manage forms, automate response workflows, and unlock data-driven insights. Future-proof your form operations with enterprise-grade reliability.

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About Fillout.io MCP Server

What is Fillout.io MCP Server: Automate Workflows & Drive Data Insights?

Fillout.io MCP Server is a middleware solution designed to streamline integration between AI models and form-based data workflows. It enables developers to automate complex processes like form creation, submission handling, and analytics while maintaining seamless communication with external systems. The server acts as a bridge between model outputs and real-world applications, providing structured data management and operational efficiency.

How to use Fillout.io MCP Server: Automate Workflows & Drive Data Insights?

Deployment requires configuring environment variables with your API key. Use Docker or NPX for quick setup:

  • Docker: Run docker run -e FILLOUT_API_KEY=your-key mcp/fillout
  • NPX: Execute npx -y @modelcontextprotocol/server-fillout with proper env variables

API clients can then create forms, process responses, and handle errors through structured methods. Full lifecycle management includes validation, submission tracking, and analytics generation.

Fillout.io MCP Server Features

Key Features of Fillout.io MCP Server: Automate Workflows & Drive Data Insights?

  • Workflow Automation: End-to-end form lifecycle management from design to analytics
  • Data Orchestration: Integrates with model outputs to validate and process responses programmatically
  • Extensible Tools: Supports custom calculations, choice validation, and dynamic form generation
  • Secure Authentication: Role-based access control via API keys and environment variables
  • Deployment Flexibility: Works with Docker containers or direct Node.js deployments

Use cases of Fillout.io MCP Server: Automate Workflows & Drive Data Insights?

  • Automated customer feedback systems with sentiment analysis integration
  • Dynamic survey platforms adjusting questions based on previous responses
  • Enterprise workflow automation for HR onboarding and compliance checks
  • IoT sensor data capture through programmatically generated forms
  • Real-time analytics dashboards powered by structured form submissions

Fillout.io MCP Server FAQ

FAQ: Fillout.io MCP Server

  • Q: How do I secure my API key?
    A: Use environment variables and avoid hardcoding credentials
  • Q: Can I customize form validation?
    A: Yes - implement custom validation logic through server middleware
  • Q: What error handling is available?
    A: Built-in error codes for authentication failures, validation errors, and rate limiting
  • Q: Does it support multi-tenancy?
    A: Yes through API key scoping and namespace isolation
  • Q: Where can I find documentation?
    A: Official documentation

Content

Fillout.io MCP Server

MCP Server for the Fillout.io API, enabling form management, response handling, and analytics.

Token Setup

  1. Get your Fillout.io API Key:
* Log in to your Fillout.io account
* Go to Account Settings → API & Webhooks
* Click "Create new API Key"
* Copy your new API key
  1. API Key Information:
* Production keys start with `fo_live_`
* Test keys start with `fo_test_`
* Test keys only work with test forms
* API keys provide access to all resources in your account
  1. Replace your-fillout-api-key in the configuration with your API key.

⚠️ Security Notes:

  • Keep your API key secure and private
  • Use test keys for development
  • Store keys in environment variables
  • Rotate keys periodically
  • Never commit keys to version control

Token Troubleshooting

Common Error Messages

  1. "Invalid API key provided" or "Authentication failed"
* **Cause** : API key is missing, malformed, or invalid
* **Solution** : 
  * Verify key starts with `fo_live_` or `fo_test_`
  * Check for extra spaces or characters
  * Ensure environment variable is set correctly
  * Create a new key if necessary
  1. "Test mode key used with live form"
* **Cause** : Using test key (`fo_test_`) with production form
* **Solution** : 
  * Use live key for production forms
  * Create test form for development
  * Switch to appropriate key type
  1. "Rate limit exceeded"
* **Cause** : Too many API requests
* **Solution** : 
  * Implement request throttling
  * Check usage in dashboard
  * Optimize request patterns

Validation Steps

  1. Check API Key Format:

    Key should:

- Start with 'fo_live_' or 'fo_test_'
- Be approximately 50 characters
- Contain only letters, numbers, and underscores
  1. Test API Key:

    curl -H "Authorization: Bearer your-api-key"
    https://api.fillout.com/v1/api/forms

Features

Form Management

  • List all forms
  • Get form details
  • Create new forms
  • Delete forms
  • Update form settings

Response Handling

  • Submit form responses
  • Get form submissions
  • Filter responses
  • Export responses

Analytics

  • Response rates
  • Completion times
  • Submission trends

Tools

  1. list_forms
* Get all accessible forms
* Parameters: 
  * `limit` (optional): Number of forms to return
  * `offset` (optional): Pagination offset
* Returns: Array of form objects
  1. get_form
* Get detailed form information
* Parameters: 
  * `formId` (string): Form identifier
* Returns: Form details including questions and settings
  1. create_form
* Create a new form
* Parameters: 
  * `name` (string): Form name
  * `description` (optional string): Form description
  * `questions` (array): Array of question objects 
    * `type`: Question type (e.g., 'ShortAnswer', 'MultipleChoice')
    * `name`: Question text
    * `required`: Whether question is required
    * `choices`: Array of choices for multiple choice questions
* Returns: Created form object
  1. get_form_responses
* Get form submissions
* Parameters: 
  * `formId` (string): Form identifier
  * `filters` (optional): Response filters
  * `pageSize` (optional): Results per page
  * `afterDate` (optional): Filter by submission date
  * `beforeDate` (optional): Filter by submission date
  * `status` (optional): Filter by completion status
* Returns: Array of form responses
  1. submit_form_response
* Submit a new response
* Parameters: 
  * `formId` (string): Form identifier
  * `responses` (array): Array of answers 
    * `questionId`: Question identifier
    * `value`: Response value
  * `calculations` (optional): Custom calculations
* Returns: Submission confirmation

Setup

Usage with Claude Desktop

Docker Configuration

{
  "mcpServers": {
    "fillout": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "FILLOUT_API_KEY",
        "mcp/fillout"
      ],
      "env": {
        "FILLOUT_API_KEY": "your-fillout-api-key"
      }
    }
  }
}

NPX Configuration

{
  "mcpServers": {
    "fillout": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-fillout"
      ],
      "env": {
        "FILLOUT_API_KEY": "your-fillout-api-key"
      }
    }
  }
}

Building

Prerequisites

  • Node.js 18 or later
  • npm or yarn
  • Docker (optional)

Local Development

# Install dependencies
npm install

# Run in development mode
npm run dev

# Build for production
npm run build

Docker Build

# Build image
docker build -t mcp/fillout .

# Run container
docker run -e FILLOUT_API_KEY=your-key mcp/fillout

Examples

Creating a Form

const form = await client.createForm({
  name: "Customer Feedback",
  description: "Please share your experience",
  questions: [
    {
      type: "ShortAnswer",
      name: "What did you like most?",
      required: true
    },
    {
      type: "MultipleChoice",
      name: "Would you recommend us?",
      required: true,
      choices: ["Yes", "No", "Maybe"]
    }
  ]
});

Submitting a Response

const response = await client.submitFormResponse(formId, {
  responses: [
    {
      questionId: "q1",
      value: "Great customer service!"
    },
    {
      questionId: "q2",
      value: "Yes"
    }
  ]
});

Error Handling

The server provides detailed error messages for common issues:

try {
  const forms = await client.listForms();
} catch (error) {
  if (error instanceof AuthenticationError) {
    // Handle invalid API key
  } else if (error instanceof FilloutError) {
    // Handle API-specific errors
  } else {
    // Handle unexpected errors
  }
}

License

This project is licensed under the MIT License. See the LICENSE file for details.

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