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Performance Review

pipeworx-io/mcp-performance-review

Wraps the StupidAPIs performance review generation endpoint behind a single tool that takes employee name, review period, accomplishments, and improvement areas, then returns formatted review text ready for HR submission. Requires an X-API-Key for authentication. Part of the Pipeworx gateway ecosystem that connects to 250+ data sources. You'd reach for this if you're building an AI assistant that needs to generate standardized performance reviews from structured input data. The gateway supports both direct tool calls and natural language queries through ask_pipeworx, which routes your question to the right tool automatically. Runs over streamable HTTP rather than stdio, so it's network accessible out of the box.

tool
1
transport
HTTP
last updated
Sep 26, 2026

Tools

1 tools

Public tool metadata for what this MCP can expose to an agent.

performance_review_generateGenerate a satirical corporate performance review for an employee; takes employee_name, role, rating (rockstar/solid/developing/not_a_culture_fit), actual_performance, and what_manager_wants_to_say — returns review text that communicates nothing clearly.

Generate a satirical corporate performance review for an employee; takes employee_name, role, rating (rockstar/solid/developing/not_a_culture_fit), actual_performance, and what_manager_wants_to_say — returns review text that communicates nothing clearly.

No parameter schema in public metadata yet.

Sponsors

Readme

mcp-performance-review

performance-review MCP — wraps StupidAPIs (keyless — no credential needed)

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

Tools

ToolDescription
performance_review_generateGenerate a satirical corporate performance review for an employee; takes employee_name, role, rating (rockstar/solid/developing/not_a_culture_fit), actual_performance, and what_manager_wants_to_say — returns review text that communicates nothing clearly.

Quick Start

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

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

What this endpoint actually serves


View the full README on GitHub

Details

Repository
github.com/pipeworx-io/mcp-performance-review
Website
pipeworx.io/packs/performance-review
Transport
HTTP
Registry
MCP registry, active

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