FoundryNet — Industrial Machine Intelligence

The cross-manufacturer industrial MCP server for machine monitoring. Talk to any CNC, robot, or industrial machine in natural language — machine identity, OPC UA / MQTT / Modbus telemetry normalization across 16 OEM families, plain-English automation, and tamper-evident on-chain work attestation and verification so every industrial action carries a verifiable trust record.

Hosted MCP over Streamable HTTP (legacy SSE still supported). 14 tools wrap the Forge v1 API: provision a stable machine identity, normalize raw OEM telemetry into a canonical schema, query operational history, parse and activate plain-English automations, and settle work on Solana via the MINT relay so every state-changing action has a verifiable, tamper-evident hash.

• Website: https://foundrynet.io
• Docs: https://foundrynet.io/mcp-industrial · Free key: https://foundrynet.io/signup
• MCP endpoint: https://foundrynet-mcp-production.up.railway.app/mcp (Streamable HTTP)
• Legacy SSE: https://foundrynet-mcp-production.up.railway.app/sse (deprecated)
• Health: https://foundrynet-mcp-production.up.railway.app/health
• Server card: https://foundrynet-mcp-production.up.railway.app/.well-known/mcp/server-card.json

What it does

It normalizes raw OEM telemetry from 16 manufacturer families into one canonical vocabulary with thousands of confirmed field mappings — so an agent writes against one set of field names whether the machine is a Fanuc CNC, a KUKA arm, or a Universal Robots cobot. On top of that it turns plain-English instructions into structured automations (review then activate), and anchors every state-changing action on-chain via MINT for a tamper-evident work record.

Architecture

Pure HTTP proxy. Every tool is a thin wrapper around https://forge.foundrynet.io/v1/* using a configured fnet_ Bearer key. No state, no shared imports with forge-prod — separate Railway service, separate dependencies (fastmcp + httpx).

Claude Desktop / agent
        │ Streamable HTTP (mcp-remote bridge)
        ▼
  foundrynet-mcp on Railway
        │ HTTPS + Bearer fnet_…
        ▼
  forge.foundrynet.io/v1/*

Tools (14)

Identity & data: identify_machine, normalize_telemetry, query_machine_history, get_coverage, correct_mapping. Automation: create_automation, activate_automation, list_automations, disable_automation, delete_automation, restore_automation, query_webhook_history. Attestation: verify_on_chain. Demo: fire_sandbox (the full watch → fire → settle loop, no card).

Free tier exposes the read-only tools; Pro ($49/mo) unlocks the full set.

Connect (Claude Desktop, Cursor, any MCP client)

claude mcp add --transport http foundrynet \
  https://foundrynet-mcp-production.up.railway.app/mcp \
  --header "Authorization: Bearer fnet_YOUR_KEY"

Or via claude_desktop_config.json with the mcp-remote bridge:

{
  "mcpServers": {
    "foundrynet": {
      "command": "npx",
      "args": ["-y", "mcp-remote",
               "https://foundrynet-mcp-production.up.railway.app/mcp",
               "--header", "Authorization:Bearer ${FNET_KEY}"],
      "env": { "FNET_KEY": "fnet_…  (get a free key at foundrynet.io/signup)" }
    }
  }
}

Get a free fnet_ key at https://foundrynet.io/signup (50 normalize calls, no card).

Required environment (server-side)

Files

• mcp_server.py — the server (14 tools + /health + /.well-known/mcp routes)
• gating.py — per-client tier gating (Free vs Pro tool/quota enforcement)
• server.json — MCP registry metadata (name, description, keywords, remote endpoint)
• `smith

... View full README on GitHub