Signal Relay - SocioLogic MCP Server

A remote MCP (Model Context Protocol) server that connects AI agents to SocioLogic's synthetic persona platform. Interview realistic customer personas, run multi-persona research campaigns, and export board-ready reports—all through natural conversation.

Features

• 15 MCP Tools - Full access to personas, campaigns, focus groups, and credits
• High-Fidelity Personas - Synthetic personas with consistent demographics, psychographics, and behavior
• Semantic Memory - RAG-powered memory retrieval for persona continuity across conversations
• Edge Deployed - Runs on Cloudflare Workers (300+ locations, <50ms latency)
• Secure - API key authentication, request validation, no data stored on edge

Quick Start

Use the Hosted Server (Recommended)

The fastest way to get started is using our hosted server at https://mcp.sociologicai.com.

1. Get an API key at sociologic.ai/dashboard/api-keys (100 free credits on signup)

2. Configure your MCP client:

Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):

{
  "mcpServers": {
    "sociologic": {
      "transport": "http",
      "url": "https://mcp.sociologicai.com",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      }
    }
  }
}

Claude Code (.mcp.json in your project):

{
  "mcpServers": {
    "sociologic": {
      "transport": "http",
      "url": "https://mcp.sociologicai.com",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      }
    }
  }
}

3. Start chatting! Ask Claude to interview personas, create campaigns, or explore the marketplace.

Self-Hosting

Deploy your own instance to Cloudflare Workers:

Prerequisites

• Node.js v18+
• Cloudflare account (free tier works)

Installation

# Clone the repository
git clone https://github.com/SocioLogicAI/signal-relay.git
cd signal-relay

# Install dependencies
npm install

# Login to Cloudflare
npx wrangler login

# Deploy
npx wrangler deploy

Your server will be available at https://sociologic-mcp-server.<your-subdomain>.workers.dev

Local Development

npm run dev

Starts a local server at http://localhost:8787.

Available Tools

| Tool | Description | |------|-------------| | sociologic_list_personas | List synthetic personas from marketplace or private collection | | sociologic_get_persona | Get detailed persona information (demographics, psychographics, traits) | | sociologic_create_persona | Generate a new persona from natural language description | | sociologic_interview_persona | Conduct adversarial interview with a persona | | sociologic_get_persona_memories | Retrieve persona's semantic memories via vector search | | sociologic_list_campaigns | List research campaigns with status and results | | sociologic_get_campaign | Get campaign details including interviews and findings | | sociologic_create_campaign | Create multi-persona research campaign with custom questions | | sociologic_execute_campaign | Execute draft campaign (async background processing) | | sociologic_export_campaign | Export campaign results as PDF or JSON | | sociologic_list_focus_groups | List focus groups for cohort-based research | | sociologic_get_focus_group | Get focus group details with member personas | | sociologic_create_focus_group | Create new focus group to organize personas | | sociologic_add_personas_to_focus_group | Add personas to an existing focus group | | sociologic_get_credits_balance | Check current credits balance and usage |

API Endpoints

| Endpoint | Method | Description | |----------|--------|-------------| | / | POST | JSON-RPC 2.0 endpoint for MCP protocol | | /health | GET | Health check (requires API key) | | /info | GET | Server information and available tools |

Example Usage

Interview a Persona

curl -X POST https://mcp.sociologicai.com/ \
  -H "Content-Type: application/json" \
  -H "X-API-Key: YOUR_API_KEY" \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "tools/call",
    "params": {
      "name": "sociologic_interview_persona",
      "arguments": {
        "slug": "enterprise-buyer",
        "message": "What would make you hesitant to try a new AI product?"
      }
    }
  }'

List Available Personas

curl -X POST https://mcp.sociologicai.com/ \
  -H "Content-Type: application/json" \
  -H "X-API-Key: YOUR_API_KEY" \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "tools/call",
    "params": {
      "name": "sociologic_list_personas",
      "arguments": {
        "visibility": "public",
        "per_page": 10
      }
    }
  }'

Configuration

Environment Variables

| Variable | Description | Default | |----------|-------------|---------| | SOCIOLOGIC_API_URL | Backend API URL | https://www.sociologic.ai |

wrangler.toml

[vars]
SOCIOLOGIC_API_URL = "https://www.sociologic.ai"

Security

• API keys are passed via X-API-Key header or Authorization: Bearer header
• Request size limited to 1MB to prevent DoS
• Input validation via Zod schemas on all tool parameters
• No data stored on edge - all data flows through to the SocioLogic API

Rate Limiting

For production deployments, we recommend enabling Cloudflare's rate limiting:

1. Go to Cloudflare Dashboard > Security > WAF > Rate limiting rules
2. Create a rule: 100 requests per 10 seconds per IP

Architecture

┌─────────────────┐      ┌─────────────────────┐      ┌─────────────────┐
│                 │      │                     │      │                 │
│   MCP Client    │─────▶│  Cloudflare Worker  │─────▶│  SocioLogic API │
│  (Claude, etc)  │      │   (This Server)     │      │                 │
│                 │◀─────│                     │◀─────│                 │
└─────────────────┘      └─────────────────────┘      └─────────────────┘
        │                         │                          │
        │    MCP Protocol         │    REST API              │
        │    (JSON-RPC 2.0)       │    (HTTPS)               │
        └─────────────────────────┴──────────────────────────┘

Pricing

| Operation | Credits | |-----------|---------| | List personas | 1 | | Get persona | 1 | | Create persona | 5-50 (by fidelity tier) | | Interview persona | 1 per message | | Campaign execution | Varies by size |

Free tier: 100 credits on signup. See sociologic.ai/pricing for details.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add some amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

License

This project is licensed under the MIT License - see the LICENSE file for details.

Links

• SocioLogic Website
• API Documentation
• MCP Protocol Specification
• Cloudflare Workers Docs