`buzzword_density_analyze`

Pack: buzzword-density · Endpoint: https://gateway.pipeworx.io/buzzword-density/mcp

Analyze text for overused industry jargon. Returns buzzword count, density score (0-100), severity level, and flagged terms. Set roast_mode=true for humorous critique.

Example call

Arguments

{
  "content": "We need to leverage our core competencies to synergize stakeholder value and create a paradigm shift in the marketplace through disruptive innovation.",
  "industry": "consulting",
  "roast": true
}

curl

curl -X POST https://gateway.pipeworx.io/buzzword-density/mcp \
  -H 'Content-Type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"buzzword_density_analyze","arguments":{"content":"We need to leverage our core competencies to synergize stakeholder value and create a paradigm shift in the marketplace through disruptive innovation.","industry":"consulting","roast":true}}}'

TypeScript (@pipeworx/sdk)

import { Pipeworx } from '@pipeworx/sdk';
const pipeworx = new Pipeworx();

const result = await pipeworx.call('buzzword_density_analyze', {
  "content": "We need to leverage our core competencies to synergize stakeholder value and create a paradigm shift in the marketplace through disruptive innovation.",
  "industry": "consulting",
  "roast": true
});

More examples

{
  "content": "Our blockchain-based AI platform utilizes machine learning to enable seamless integration across the cloud ecosystem for maximum scalability.",
  "industry": "tech"
}

Response shape

Always returns: buzzword_count, density_score, severity_level, flagged_terms

Field	Type	Description
`buzzword_count`	integer	Total number of buzzwords found in the text
`density_score`	number	Buzzword density score on a scale of 0-100
`severity_level`	string	Severity classification of buzzword usage
`flagged_terms`	array	List of identified buzzwords and their frequency
`roast`	string	Humorous critique of the writing (when roast_mode=true)

Full JSON Schema

{
  "type": "object",
  "properties": {
    "buzzword_count": {
      "type": "integer",
      "description": "Total number of buzzwords found in the text"
    },
    "density_score": {
      "type": "number",
      "description": "Buzzword density score on a scale of 0-100"
    },
    "severity_level": {
      "type": "string",
      "description": "Severity classification of buzzword usage",
      "enum": [
        "low",
        "medium",
        "high",
        "critical"
      ]
    },
    "flagged_terms": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "term": {
            "type": "string",
            "description": "The buzzword found"
          },
          "count": {
            "type": "integer",
            "description": "Number of times the buzzword appears"
          },
          "category": {
            "type": "string",
            "description": "Industry category of the buzzword"
          }
        }
      },
      "description": "List of identified buzzwords and their frequency"
    },
    "roast": {
      "type": "string",
      "description": "Humorous critique of the writing (when roast_mode=true)"
    }
  },
  "required": [
    "buzzword_count",
    "density_score",
    "severity_level",
    "flagged_terms"
  ]
}

Connect

Add this to your MCP client config, or use one-click install buttons:

{
  "mcpServers": {
    "buzzword-density": {
      "url": "https://gateway.pipeworx.io/buzzword-density/mcp"
    }
  }
}

See Getting Started for client-specific install steps.

buzzword_density_analyze