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Passive Aggression

Passive Aggression

Remote
pipeworx.ioCommunication0Updated 5w ago

About Passive Aggression

Passive Aggression is an MCP server that analyzes text for passive-aggressive language. It is intended for reviewing messages and returns a severity score, flagged phrases, explanations, and suggested direct responses.

Key features

  1. 01Score passive-aggressive language severity
  2. 02Flag phrases and explain their subtext
  3. 03Suggest direct responses

Use cases

  1. 01Review an email before sending or replying
  2. 02Interpret the tone of a coworker's message
  3. 03Identify indirect hostility in a conversation

MCP support

Exposes a text-analysis tool to MCP clients, returning a severity score, flagged phrases with explanations, subtext translation, and suggested responses. It is available through Pipeworx or as a local stdio MCP server.

Configuration

Remote servers need no local install. Pick your client, then copy the config or install in one click.

Endpointhttps://gateway.pipeworx.io/passive-aggression/mcp
Copy install command
Claude CodeTerminal
Cursor.cursor/mcp.json
VS Code.vscode/mcp.json
Claude Desktopclaude_desktop_config.json
Windsurf~/.codeium/windsurf/mcp_config.json

Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.

Tools

Details

From the project README

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

License

MIT

Comments

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