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Passive Aggression

pipeworx-io/mcp-passive-aggression
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Summary

Wraps the StupidAPIs passive aggression detection endpoint in a single MCP tool that analyzes text for hostile undertones. You get a severity score from 0 to 100, specific flagged phrases with explanations, a plain English translation of what's actually being said, and suggestions for direct responses. Requires an X-API-Key from StupidAPIs. Most useful when you're reviewing workplace emails, Slack threads, or customer messages and need to flag communication that's technically polite but clearly adversarial. Part of the Pipeworx gateway, so you can either use this standalone or connect to the full suite of 250+ data sources.

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mcp-passive-aggression

passive-aggression MCP — wraps StupidAPIs (keyless — no credential needed)

Part of Pipeworx — an MCP gateway connecting AI agents to 1683+ live data sources.

Tools

ToolDescription
passive_aggression_detectAnalyze text for passive-aggressive language. Returns severity score (0-100), flagged phrases with explanations, plain English translation of the subtext, and suggested direct responses. Use when reviewing emails, messages, or conversations to identify underlying hostility.

Quick Start

Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):

{
  "mcpServers": {
    "passive-aggression": {
      "url": "https://gateway.pipeworx.io/passive-aggression/mcp"
    }
  }
}

What this endpoint actually serves

tools/list at https://gateway.pipeworx.io/passive-aggression/mcp returns the tools in the table above plus the shared Pipeworx meta-tools — ask_pipeworx, discover_tools, search_within, remember/recall and the rest of the gateway-wide set. So the tool count you see is larger than this table: a single-pack endpoint currently lists roughly 30 shared tools alongside the pack's own. The connection's initialize response states its exact scope, and is the authoritative answer for a given day.

This is deliberate, not multiplexing by accident. The meta-tools are what let a scoped connection answer a question this pack does not cover — via ask_pipeworx, which routes across the whole catalog — without you adding a second MCP server. There is currently no way to mount a pack endpoint without them; if the extra schemas cost you more context than the routing is worth, connect to the full gateway once rather than to several pack endpoints.

Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:

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

Both URLs reach the same gateway and the same 1683+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.

No MCP client? Call it over HTTP

curl -X POST https://gateway.pipeworx.io/v1/tools/passive_aggression_detect \
  -H 'Content-Type: application/json' \
  -d '{"content":"Oh, that'\''s an interesting approach. I'\''m sure it will work out eventually, though most people do it differently.","context":"email","relationship":"coworker"}'

No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/passive_aggression_detect. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.

Standalone (no gateway account)

This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:

{
  "mcpServers": {
    "passive-aggression": {
      "command": "npx",
      "args": ["-y", "@pipeworx/mcp-passive-aggression"]
    }
  }
}

Or run it directly to confirm it starts:

npx -y @pipeworx/mcp-passive-aggression

It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call for only this pack's tools — none of the shared meta-tools the gateway connection above adds. Same source, same tools, no ask_pipeworx routing.

Using with ask_pipeworx

Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:

ask_pipeworx({ question: "your question about Passive Aggression data" })

The gateway picks the right tool and fills the arguments automatically.

More

  • Docs and guides
  • pipeworx.io

License

MIT

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Registryactive
TransportHTTP
UpdatedApr 22, 2026
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