Buzzword Density
The Buzzword Density API scans your content for synergy, disruption, paradigm shifts, and other words that mean nothing but sound important. It returns a density score, a list of offending buzzwords, and a verdict on your corporate readiness. Enable roast mode for an AI-powered commentary on your prose that you did not ask for and probably do not want.
Add to Your MCP Client
Drop this server into Claude Desktop, Cursor, Continue, or any MCP-compatible client.
{
"mcpServers": {
"buzzword-density": {
"url": "https://api.stupidmcps.com/buzzword-density/mcp"
}
}
}
{
"mcpServers": {
"buzzword-density": {
"url": "https://api.stupidmcps.com/buzzword-density/mcp"
}
}
}
POST https://api.stupidmcps.com/buzzword-density/mcp
Add the snippet to your client's MCP config (typically claude_desktop_config.json for Claude Desktop, ~/.cursor/mcp.json for Cursor). Restart the client. The tools become available to your AI assistant.
No-code option: connect via Pipeworx — one click into Claude, ChatGPT, and friends.
Or Try It Directly — No MCP Client Required
Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
content |
string |
Required | — | The text to analyze. Corporate emails work best. Love letters work worst. |
industry |
string |
Optional | "tech" |
Industry context: tech, finance, startup, or consulting. Each has its own buzzword dictionary. |
roast |
boolean |
Optional | false |
Enable AI-powered roast of your writing. Uses Haiku. It has opinions. |
Examples
curl "https://api.stupidapis.com/buzzword-density/analyze?content=We+need+to+leverage+our+synergies+to+disrupt+the+paradigm&roast=true"
import requests
response = requests.get(
"https://api.stupidapis.com/buzzword-density/analyze",
params={"content": "We need to leverage our synergies to disrupt the paradigm", "roast": True}
)
print(response.json())
const response = await fetch( "https://api.stupidapis.com/buzzword-density/analyze?content=We+need+to+leverage+our+synergies&roast=true" ); const data = await response.json(); console.log(data);
Response Schema
| Field | Type | Description |
|---|---|---|
content_excerpt |
string |
First 100 chars of your content, for reference |
buzzword_count |
number |
Total buzzwords detected |
density_score |
number |
Buzzwords per 100 words. Above 15 is concerning. |
buzzwords_found |
array |
List of detected buzzwords with counts |
verdict |
string |
Our assessment of your corporate communication |
roast conditional |
string |
AI-generated roast. Only if roast=true. Merciless. |
Example Response
{
"content_excerpt": "We need to leverage our synergies to disrupt the paradigm",
"buzzword_count": 4,
"density_score": 36.4,
"buzzwords_found": [
"leverage",
"synergies",
"disrupt",
"paradigm"
],
"verdict": "Your text is 36% meaningless. This is above average for a Tuesday.",
"roast": "This reads like a LinkedIn post achieved sentience and immediately regretted it."
}
MCP Access
This API is available as an MCP tool for AI assistants. Connect your agent to:
POST https://api.stupidmcps.com/buzzword-density/mcp
POST https://api.stupidmcps.com/mcp
Use Pipeworx to connect this MCP tool to Claude, ChatGPT, and other AI assistants with no code.
