Structured Data Validator & Transformer

@agenson-tools

About Structured Data Validator & Transformer

Professional MCP server for validating, transforming, and normalizing structured data - built specifically for AI agents

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "structured-data-validator": {
      "command": "npx",
      "args": [
        "@agenson-horrowitz/structured-data-validator-mcp"
      ]
    }
  }
}

Tools

Validate JSON data against a schema with detailed error reporting. Perfect for agents receiving API responses or user data that needs validation before processing.

Convert CSV data to structured JSON with intelligent type inference. Handles messy CSV data, auto-detects delimiters, infers data types (numbers, dates, booleans).

Standardize common data formats like dates, phone numbers, currencies, and addresses. Essential for agents processing user input or scraped data with inconsistent formatting.

Remove HTML tags, fix encoding issues, normalize whitespace, and extract clean text from messy input. Perfect for agents processing scraped web content or user-submitted text.

Merge multiple JSON datasets with deduplication and conflict resolution. Handles overlapping data intelligently, perfect for agents combining data from multiple sources.

Overview

What is Structured Data Validator & Transformer?

Structured Data Validator & Transformer is an MCP server that provides AI agents with data validation, transformation, and normalization capabilities. It handles messy, inconsistent data from APIs, web scraping, user uploads, and other agents, returning clean, validated, normalized data.

How to use Structured Data Validator & Transformer?

Install via npm (npm install -g @agenson-horrowitz/structured-data-validator-mcp) or add to Claude Desktop or Cline configuration. Invoke tools like validate_json_schema, transform_csv_to_json, normalize_data, clean_text, and merge_datasets with JSON arguments.

Key features of Structured Data Validator & Transformer

JSON Schema validation with detailed error reporting
Intelligent CSV to JSON conversion with auto-type inference
Data normalization for dates, phone numbers, currencies, and emails
Text cleaning: remove HTML, fix encoding, normalize whitespace
Dataset merging with configurable conflict resolution strategies
Sub-2-second response times for typical agent workloads

Use cases of Structured Data Validator & Transformer

Validate API responses before processing
Ensure user input matches expected format
Clean and normalize scraped web data
Merge multiple datasets with smart conflict resolution
Standardize date, phone, and currency formats across records

FAQ from Structured Data Validator & Transformer

How do I authenticate with the server?

Authentication is handled via MCPize (one-click deployment with built-in billing), direct API keys from agensonhorrowitz.cc, or crypto micropayments using USDC on Base chain.

What are the pricing plans?

Free tier: 500 calls/month. Pro tier: $9/month for 10,000 calls/month. Scale tier: $29/month for 50,000 calls/month. Overage: $0.02 per call beyond plan limits.

What are the data limits and performance characteristics?

Maximum request size is 10 MB. Average response time is under 2 seconds. Scale tier guarantees 99.5% uptime SLA. Rate limit is 10 calls/second (configurable).

Can I run this server locally?

Yes, you can clone the repository, install dependencies, build, and test locally. The server is also available via npm and can be run with npx.

What data formats are supported?

The server supports JSON, CSV (with automatic delimiter detection), and common text formats. It can normalize dates, phone numbers, currencies, and email addresses.

Frequently asked questions

How do I authenticate with the server?

Authentication is handled via MCPize (one-click deployment with built-in billing), direct API keys from agensonhorrowitz.cc, or crypto micropayments using USDC on Base chain.

What are the pricing plans?

Free tier: 500 calls/month. Pro tier: $9/month for 10,000 calls/month. Scale tier: $29/month for 50,000 calls/month. Overage: $0.02 per call beyond plan limits.

What are the data limits and performance characteristics?

Maximum request size is 10 MB. Average response time is under 2 seconds. Scale tier guarantees 99.5% uptime SLA. Rate limit is 10 calls/second (configurable).

Can I run this server locally?

Yes, you can clone the repository, install dependencies, build, and test locally. The server is also available via npm and can be run with npx.

What data formats are supported?

The server supports JSON, CSV (with automatic delimiter detection), and common text formats. It can normalize dates, phone numbers, currencies, and email addresses.

Comments

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