Arkheia Hallucination Detection

Detect fabrication (hallucination) in any LLM output. Free tier included (1,500 detections/month).

Quick Start

1. Clone and install

git clone https://github.com/arkheiaai/arkheia-mcp.git ~/.arkheia-mcp
cd ~/.arkheia-mcp
pip install -r requirements.txt

2. Get an API key (free)

curl -X POST https://arkheia-proxy-production.up.railway.app/v1/provision \
  -H "Content-Type: application/json" \
  -d '{"email": "[email protected]"}'

3. Add to Claude Desktop

Edit your config file:

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
• Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "arkheia": {
      "command": "python",
      "args": ["-m", "mcp_server.server"],
      "cwd": "~/.arkheia-mcp",
      "env": {
        "PYTHONPATH": "~/.arkheia-mcp",
        "ARKHEIA_API_KEY": "ak_live_YOUR_KEY_HERE"
      }
    }
  }
}

On Windows, replace ~/.arkheia-mcp with the full path (e.g. C:/Users/YourName/.arkheia-mcp).

4. Restart Claude

The arkheia_verify and arkheia_audit_log tools will appear automatically.

Tools

Tool	Description
arkheia_verify	Score any model output for fabrication risk (LOW/MEDIUM/HIGH)
arkheia_audit_log	Review detection history
run_grok	Call xAI Grok + screen for fabrication
run_gemini	Call Google Gemini + screen for fabrication
run_together	Call Together AI (Kimi, DeepSeek) + screen
run_ollama	Call local Ollama model + screen
memory_store / memory_retrieve / memory_relate	Persistent knowledge graph

Pricing

• Free: 1,500 detections/month (no credit card)
• Single Contributor: $99/month (unlimited)
• Professional: $499/month (20 concurrent)
• Team: $1,999/month (50 concurrent)

Requirements

• Python 3.10+
• Git

Full Setup Guide

See AGENTS.md for detailed instructions, troubleshooting, and environment variables.

Links

• Website: https://arkheia.ai
• GitHub: https://github.com/arkheiaai/arkheia-mcp
• Support: [email protected]