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Detect fabrication and hallucination in any LLM output. 30+ models supported.

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About

Detect fabrication and hallucination in any LLM output. 30+ models supported.

README

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

from github.com/arkheiaai/arkheia-mcp

Install Server in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install io-github-arkheiaai

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add io-github-arkheiaai -- npx -y @arkheia/mcp-server

FAQ

Is Server MCP free?

Yes, Server MCP is free — one-click install via Unyly at no cost.

Does Server need an API key?

No, Server runs without API keys or environment variables.

Is Server hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Server in Claude Desktop, Claude Code or Cursor?

Open Server on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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