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reactor

MCP Tool

keugenek/reactor

Predict LinkedIn post performance before you publish. GO/WAIT/IMPROVE/NO verdict, impressions, debate score, cringe detection. CLI + MCP + AI Skill. Zero LLM calls.

Install

$ npx loaditout add keugenek/reactor

Platform-specific configuration:

.claude/settings.json
{
  "mcpServers": {
    "reactor": {
      "command": "npx",
      "args": [
        "-y",
        "reactor"
      ]
    }
  }
}

Add the config above to .claude/settings.json under the mcpServers key.

About

šŸ”® Reactor — Predict LinkedIn Post Performance

[](https://npmjs.com/package/@keugenek/reactor) [](LICENSE) [](https://github.com/keugenek/reactor)

Know if your post will flop — before you hit publish. Get a GO/WAIT/IMPROVE/NO verdict, estimated impressions, debate score, cringe detection, and timing optimization — all from your terminal or AI assistant.

npx @keugenek/reactor "Just shipped my side project. Here's what I learned."
  āœ… GO  14,772 impressions

  Debate    60/100
  Hook      0.34
  Cringe    8/100
  Auth      93/100
  Timing    1.38x
How it works

Reactor uses calibrated heuristics (hook analysis, debate scoring, cringe detection, audience-aware timing) trained on real LinkedIn post data. Predictions are instant and deterministic — no waiting for model inference.

This package is a thin client. All scoring happens server-side on Cloudflare Workers — sub-50ms worldwide.

Post to LinkedIn

When your post scores GO, Reactor can send you straight to LinkedIn with your text ready to paste. In AI agents, it's one command: *"Predict and post."*

Install
npm install -g @keugenek/reactor

Or run without installing:

npx @keugenek/reactor "Your post text"
CLI
reactor "Your LinkedIn post text"                     # predict
reactor "Post" --type opinion_hot_take --hour 9       # with content type + time
reactor --types                                       # list 18 content types
reactor --discover                                    # see all available API features
reactor --register me@email.com                       # get free API key (5/day)
reactor --waitlist me@email.com                       # join Pro waitlist (50% off)
MCP Server (Claude Desktop / Cursor / Windsurf / Claude C

Tags

aiai-toolsclaudecontent-optimizationcontent-strategycursorengagementlinkedinlinkedin-analyticsllm-toolsmcpmcp-servermodel-context-protocolopenclawpost-predictorsocial-media

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Quality Signals

0
Installs
Last updated18 days ago
Security: AMCP ConfigREADME

Safety

Risk Levelmedium
Data Access
read
Network Accessnone

Details

Sourcegithub-crawl
Last commit3/31/2026
View on GitHub→

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