Causallayer MCP Server

FaultKey · CausalLayer MCP Server

Deterministic fault math for multi-party AI incidents. When an AI causes harm and three parties argue over who pays, FaultKey returns a signed, Bitcoin-anchored certificate of fault allocation in under 200 ms — no LLM, no probabilistic scoring, no vendor cooperation needed for a third party to verify.

This is the official Model Context Protocol (MCP) server for the CausalLayer engine, packaged as a Cloudflare Worker. It lets AI agents (Claude Desktop, Cursor, Cline, Continue, Windsurf) call the four core liability-attribution tools without writing a single line of integration code.

Live demo

The public Worker is deployed on Cloudflare's global edge network and is fully functional in standalone demo mode (deterministic responses, watermarked, rate-limited 5 calls / IP / day):

• Endpoint: https://mcp.faultkey.com/mcp (live, custom domain)
• Mirror: https://causallayer-mcp-demo.zykm9qkk7j.workers.dev/mcp
• Healthcheck: /healthz
• Demand telemetry: /stats (public, aggregated, no PII)

Quick start

Claude Desktop

Add this to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "faultkey": {
      "command": "npx",
      "args": ["-y", "causallayer-mcp"]
    }
  }
}

Restart Claude. Type "List the FaultKey tools."

Cursor

Settings → MCP Servers → Add new:

• Name: faultkey
• Command: npx -y causallayer-mcp

Cline / Continue / Windsurf

{
  "name": "faultkey",
  "command": "npx",
  "args": ["-y", "causallayer-mcp"]
}

Direct HTTP (no CLI)

curl -X POST https://causallayer-mcp-demo.zykm9qkk7j.workers.dev/mcp \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc":"2.0","id":0,"method":"initialize","params":{"protocolVersion":"2024-11-05","capabilities":{},"clientInfo":{"name":"test","version":"0"}}}'

The response includes a Mcp-Session-Id header that you reuse for subsequent calls.

Tools

Why deterministic?

Insurers, banks, and APRA-regulated entities cannot accept LLM-based fault attribution because the same prompt produces different answers on different days. FaultKey uses a closed-form causal scoring algorithm (graph-theoretic, version-pinned, byte-identical reproducible across runs) so two adversarial parties get the same number — that's the whole point.

The math is published as an Australian Standards-aligned paper. The signed certificate, issuer registry, and Merkle anchor log are all independently verifiable by a third party using only Node's built-in crypto and the causallayer-verifier tool — no network calls back to the vendor.

Guardrails (enforced at the Cloudflare edge)

1. NO-PII — Payloads are regex-scanned for emails, Tax File Numbers, Medicare numbers, SSNs, and credit cards. Rejected unless the caller sets pii_acknowledged: true (which is logged in the certificate as a compliance acknowledgement).
2. DETERMINISTIC-ONLY — The engine rejects any request lacking deterministic_only: true. This is the agent's binding acknowledgement that FaultKey output is closed-form, not probabilistic.
3. EVIDENCE-REQ — At least one identified agent and one timestamped event with description must be supplied or the request is rejected with 400 evidence_insufficient.

Self-hosting

You can deploy your own copy to your own Cloudflare account if you want to enforce a corporate firewall, custom rate limits, or bring your own KV namespace:

git clone https://github.com/smq9sn5jck-coder/causallayer-mcp.git
cd causallayer-mcp
pnpm install
pnpm wrangler kv namespace create LEDGER
# paste the returned id into wrangler.jsonc
pnpm wrangler deploy

The CausalLayer engine itself (the closed-form fault math) runs upstream and is available via API key. For self-hosted demos without an upstream, set STANDALONE_DEMO=true in wrangler.jsonc to short-circuit upstream calls and return deterministic, watermarked responses.

Architecture

[Claude/Cursor/Cline]  ←→  [npx causallayer-mcp]  ←→  [Cloudflare Worker]  ←→  [CausalLayer engine]
                              (mcp-remote proxy)         (this repo)            (Fly.io Sydney)
                                                              ↓
                                                    [KV: credit ledger]
                                                    [DO: per-session state]
                                                    [KV: telemetry buffer]

• Transport: Streamable HTTP (per the 2024-11-05 MCP spec — SSE is deprecated)
• Session state: Cloudflare Durable Object (CausalLayerMCP), SQLite-backed
• Billing: Cloudflare KV ledger, Stripe Checkout webhook, optional x402 USDC fallback
• Demo: Per-IP daily counter in KV, deterministic fixture responses with [DEMO] watermark
• Latency: p50 ≈ 60 ms (cold), 25 ms (warm) on Cloudflare's 300+ POPs

Pricing

For enterprise tenants email sales@faultkey.com (or open a GitHub issue with subject "enterprise inquiry").

License

Apache 2.0. See LICENSE.

Built in Brisbane

FaultKey is built in Brisbane, Australia, with data residency in Sydney for APRA-regulated buyers. The team can be reached at hello@faultkey.com.