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Detect hallucination in any model's output with a single tool call.","maintainers":[{"name":"arkheia","email":"dmurfet@gmail.com"}],"readme":"# Arkheia MCP Server — Fabrication Detection for AI Agents\n\nKnow when your AI is making things up.\n\nArkheia screens model responses for fabrication using behavioural fingerprinting. Works with Claude, GPT, Gemini, Grok, Llama, Mistral, and 30+ other models. One tool call. Real-time risk scoring.\n\nFree tier: 1,500 detections/month. No credit card.\n\n## Quick Start\n\n```bash\nnpx @arkheia/mcp-server\n```\n\nGet a free API key:\n\n```bash\ncurl -X POST https://arkheia-proxy-production.up.railway.app/v1/provision \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"email\": \"you@example.com\"}'\n```\n\nAdd to your agent config (Claude Code, Claude Desktop, Cursor, or any MCP-compatible tool):\n\n```json\n{\n  \"mcpServers\": {\n    \"arkheia\": {\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"mcp_server.server\"],\n      \"cwd\": \"~/.arkheia/mcp\",\n      \"env\": {\n        \"PYTHONPATH\": \"~/.arkheia/mcp\",\n        \"ARKHEIA_API_KEY\": \"ak_live_your_key_here\"\n      }\n    }\n  }\n}\n```\n\nRestart your agent. Then ask it:\n\n> \"Use arkheia_verify to check this response: The Kafka 4.1 ConsumerLease API introduces a lease-based partition ownership model.\"\n\nIt should flag this as **HIGH** risk — because the Kafka 4.1 ConsumerLease API doesn't exist.\n\n## Live CLI Routing\n\nMCP gives agents a portable `arkheia_verify` tool. For live vendor CLI detection, route the CLI through the Arkheia API Proxy too.\n\nCodex subscription sessions need both transports routed:\n\n```bash\ncodex \\\n  -c 'chatgpt_base_url=\"https://arkheia-proxy-production.up.railway.app/backend-api/\"' \\\n  -c 'openai_base_url=\"https://arkheia-proxy-production.up.railway.app/v1\"'\n```\n\nAPI-key based Codex sessions can use the OpenAI-compatible route:\n\n```bash\nOPENAI_BASE_URL=https://arkheia-proxy-production.up.railway.app/v1 codex\n```\n\nUse MCP for targeted checks and the proxy for automatic workflow-level detection.\n\n## What You Get\n\n| Tool | Description |\n|------|-------------|\n| `arkheia_verify` | Score any model response for fabrication risk (LOW/MEDIUM/HIGH) |\n| `arkheia_audit_log` | Review your detection history |\n| `run_grok` | Call Grok + screen for fabrication |\n| `run_gemini` | Call Gemini + screen for fabrication |\n| `run_ollama` | Call local Ollama model + screen |\n| `run_together` | Call Together AI (Kimi, DeepSeek) + screen |\n\n## 35+ Model Profiles\n\nGPT-4o, GPT-5.4, Claude Opus/Sonnet/Haiku, Gemini 2.5/3.0, Grok 4, Llama, Mixtral, CodeLlama, Falcon, Phi4, Kimi K2.5, and more. If your model isn't listed, [let us know](mailto:dmurfet@arkheia.ai).\n\n## Pricing\n\n| Plan | Price | Detections |\n|------|-------|------------|\n| Free | $0 | 1,500/month |\n| Single Contributor | $99/month | Unlimited |\n| Professional | $499/month | Unlimited |\n| Team | $1,999/month | Unlimited |\n\n## Full Documentation\n\nSee the [GitHub repo](https://github.com/arkheiaai/arkheia-mcp) for:\n- Complete setup guide for all agents\n- CLAUDE.md template for automatic detection across projects\n- Multi-agent quorum pattern\n- Test prompts and examples\n\n## Feedback\n\n- **GitHub Issues:** https://github.com/arkheiaai/arkheia-mcp/issues\n- **Email:** dmurfet@arkheia.ai\n\nEvery message is read by the founder.\n\n## Links\n\n- Website: https://arkheia.ai\n- GitHub: https://github.com/arkheiaai/arkheia-mcp\n","readmeFilename":"README.md"}