replyloop.

Reputation management connector for Claude. Own every word they say about you.

Replyloop is an MCP server that gives Claude read/write access to your review platforms. Read reviews, respond to them, analyze trends, and get alerts — all from a single conversation.

Quick Start

Connect to Claude (SSE mode)

1. Deploy this server (Railway, Render, or any host)
2. In Claude: Settings → Connectors → Add Custom Connector
3. Paste the server URL: https://your-deploy-url.com/sse
4. Start asking Claude about your reviews

Run locally (stdio mode)

npm install
npx tsx src/server.ts

Run locally (SSE mode)

npm install
npx tsx src/server.ts --sse
# Server runs on http://localhost:3001
# Health check: http://localhost:3001/health
# SSE endpoint: http://localhost:3001/sse

Tools

Tool	Description
list_reviews	List reviews with filters (rating, date, response status)
get_review	Get full details of a single review
respond_to_review	Post a response to a review on the platform
get_reputation_summary	Overview: avg rating, distribution, response rate, sentiment
get_review_alerts	Negative reviews ranked by severity needing attention
analyze_review_trends	Themes, rating trends, sentiment direction over time
list_connected_platforms	Show which platforms are connected and their status

Demo Mode

By default, the server runs with realistic mock data (12 reviews across 2 locations). Set DEMO_MODE=false and configure Google OAuth credentials for live data.

Environment Variables

# Google Business Profile OAuth (for live mode)
GOOGLE_CLIENT_ID=
GOOGLE_CLIENT_SECRET=
GOOGLE_REDIRECT_URI=

# Server
PORT=3001
DEMO_MODE=true

Supported Platforms

• Google Business Profile (MVP)
• Trustpilot
• Yelp
• G2
• Apple App Store
• Google Play Store

Deploy to Railway

railway login
railway init
railway up

Architecture

src/
├── server.ts              # MCP server entry, all 7 tools
├── platforms/
│   ├── types.ts           # Shared Review, Summary, Alert interfaces
│   ├── demo.ts            # Mock data adapter for testing
│   └── google.ts          # Google Business Profile API adapter
└── analysis/
    └── sentiment.ts       # Keyword extraction, trend analysis, alerts

License

MIT