ParquetHarmonize

Harmonize Parquet schemas; ordinary unions are free, residual reconciliation is x402-gated.

Should I use this

Quality & Safety

B
Description quality
70%
Schema completeness
80%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'harmonize_parquet' description lacks action verbin harmonize_parquet

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~102Tokens (tool definitions)
~534 BTypical response size
Minimal attention impact (0.08% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "parquetharmonize": {
      "url": "https://parquetharmonize-v01-x402-262046248169.northamerica-northeast2.run.app/mcp"
    }
  }
}

Remote endpoints

https://parquetharmonize-v01-x402-262046248169.northamerica-northeast2.run.app/mcpstreamable-http

What it can do

Tool inventory

Tools (1)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪harmonize_parquet(files_base64)

Harmonize 2-8 base64-encoded Parquet files. Ordinary compatible unions are free. Residual schema reconciliation requires an x402 payment of 0.03 USDC on Base.

Input Schema

{
  "type": "object",
  "properties": {
    "files_base64": {
      "items": {
        "type": "string"
      },
      "title": "Files Base64",
      "type": "array"
    }
  },
  "required": [
    "files_base64"
  ],
  "title": "harmonize_parquetArguments"
}

Community

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Evidence

Recent observations

verifiedversion not recorded1 tools
verifiedversion not recorded1 tools
verifiedversion not recorded1 tools