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iaiops
Try itA routing layer that connects to PLCs, CNCs, and IIoT brokers across 15+ industrial protocols, routes tasks to specialized editions, and surfaces OEE, downtime…
What it does
Routes industrial/OT tasks to the right protocol-specific edition skill. Connects to PLCs, CNCs, and IIoT brokers over OPC-UA, Modbus-TCP, Siemens S7comm, Mitsubishi MC, Omron FINS, MTConnect, MQTT/Sparkplug B, EtherNet/IP, EtherCAT, SECS/GEM, PROFINET, BACnet/IP, and Phoenix Contact PLCnext. Provides cross-protocol diagnostics including "no-data" flow diagnosis, OPC-UA subscription health, ISA-18.2 alarm bad-actor analysis, tag/historian health, and an AI downtime root-cause copilot. Exposes OEE/downtime analytics, asset inventory, and OPC-UA HDA. Read-first security model; writes require dual approval with dry-run defaults. Choose a profile matching your protocol or use the cross-protocol…
When to use it
- Diagnosing intermittent data loss from a PLC or SCADA system
- Identifying the root cause of unexpected downtime on a discrete manufacturing line
- Connecting to a semiconductor fab SECS/GEM equipment for recipe management
- Performing OT asset inventory across multiple protocol types
The skill document
iaiops — ROUTER（识别现场 → 派发 edition skill + MCP profile）
这是路由 skill，本身不含工具表。识别任务的行业/协议 → 转到对应 edition skill
（工具清单、workflow、支持版本矩阵都在那边），并用对应 profile 启动 MCP（IAIOPS_MCP=
环境变量，或等价 sugar 脚本 iaiops-mcp-）。现场只暴露 1-2 个协议 + 跨协议脑，
单会话工具 ~15-30，模型不被淹。
路由表（关键词 → edition skill → MCP profile）
| 任务提到 | edition skill | MCP profile / entrypoint |
|---|---|---|
| SECS/GEM · SECS-II · HSMS · 半导体/显示 fab · wafer · panel · MES equipment · SVID/ECID · recipe | iaiops-fab | IAIOPS_MCP=fab / iaiops-mcp-fab |
| 离散制造产线 · PLC（S7/S7-1200/1500 · 三菱/MELSEC · Allen-Bradley/ControlLogix/CompactLogix · Omron/FINS/SYSMAC CS/CJ/CP/NX）· Modbus · EtherCAT/CoE/SOEM · PROFINET/DCP · MTConnect/CNC 机床 · Sparkplug B/UNS | iaiops-factory | IAIOPS_MCP=factory / iaiops-mcp-factory |
| 流程工业（化工/制药/食品饮料）· HART/HART-IP · 变送器/阀门定位器 · 过程仪表 · DCS 旁路读取 | iaiops-process | IAIOPS_MCP=process / iaiops-mcp-process（有 UNS 时 IAIOPS_MCP=process,sparkplug） |
| BACnet/BACnet-IP · HVAC/暖通 · BMS/楼宇自控 · 厂务/facility · Who-Is · TrendLog | iaiops-building | IAIOPS_MCP=building / iaiops-mcp-building |
| 水处理/水厂 · pH · 浊度/turbidity · 电导率/conductivity · 加药/dosing · 泵站/pump station · 曝气 | iaiops-water | IAIOPS_MCP=water / iaiops-mcp-water |
| 仓储/物流中心 · 输送线/conveyor · 分拣/sorter · AGV/AMR · WMS/WCS · 托盘/穿梭车 · 物料搬运 | iaiops-warehouse | IAIOPS_MCP=warehouse / iaiops-mcp-warehouse |
| 医院设施/clinical facility · 负压/正压隔离病房 · 医用气体 · 手术室环境 · 医疗 BMS | iaiops-clinical | IAIOPS_MCP=clinical / iaiops-mcp-clinical |
| 光伏/PV · 逆变器/inverter · 组串/string · 风电/风机 · 场站 SCADA · 新能源电站 | iaiops-renewables | IAIOPS_MCP=renewables / iaiops-mcp-renewables |
| Phoenix Contact PLCnext / vPLC（虚拟化 PLC，走内建 OPC-UA + Modbus-TCP） | iaiops-plcnext | IAIOPS_MCP=plcnext / iaiops-mcp-plcnext |
| IO-Link · IO-Link master · IODD · 智能传感器/executor 参数 · pdin · ISDU（主站 JSON/REST 接口，只读） | iaiops-factory（楼宇传感器场景 iaiops-building） | IAIOPS_MCP=factory / 单协议 IAIOPS_MCP=iolink / iaiops-mcp-iolink |
- 单协议深用（只有一种设备）：直接
IAIOPS_MCP=opcua（或 modbus/s7/mc/fins/eip/mtconnect/ sparkplug/ethercat/secsgem/profinet/bacnet/hart），等价脚本iaiops-mcp-<协议>。 - 跨行业只问 OEE/停机根因/资产盘点/数据质量：任一 profile 均可 —— 跨协议脑
（诊断/OEE/资产/合规）默认随 server 暴露，选覆盖现场协议的 profile 即可；
纯脑场景可用
IAIOPS_MCP=brain/iaiops-mcp-brain（只暴露脑，零协议）。 - 说不清行业但报了协议名：按协议列选含它的最小 profile；都不沾 →
iaiops doctor+protocols_supported先看现场配置了什么。
部署（0.10.0 起：无默认，必须选菜单）
- 裸启动
iaiops-mcp（不设IAIOPS_MCP）不再暴露全部工具：打印选择菜单到 stderr 并 exit 2。必须设IAIOPS_MCP=或用预置入口iaiops-mcp-。IAIOPS_MCP=menu显式打印同一菜单（带各 selection 工具数）后退出。 IAIOPS_MCP=all仍可显式使用（power user；>100 工具时启动日志给洪泛警告）。- 多进程站点（1 脑 + N 协议）：跑一个
iaiops-mcp-brain（只脑），协议 server 各自 加IAIOPS_MCP_NO_BRAIN=1（如IAIOPS_MCP_NO_BRAIN=1 iaiops-mcp-opcua）去掉脑， 避免跨 server 工具重名；protocols_supported（发现工具）在 NO_BRAIN 下仍然保留。
Energy 协议 → 另一个包（不在本 server）
IEC 60870-5-104 / IEC-104、DNP3 / outstation、IEC 61850 / MMS / IED、变电站/
substation、电力/能源/utility SCADA → 用独立的 iaiops-energy
（pip install iaiops-energy，然后 iaiops-energy-mcp；
github.com/industrial-aiops/industrial-aiops-energy）。它复用本包的 core + 脑；
monitor-direction only。不要尝试用本 server 的 profile 覆盖能源协议。
安全不变量（所有 edition 一致，路由前先记住）
- Read-first：默认只读；先
protocols_supported看能力、iaiops doctor/doctor验链路，再谈读，最后才谈写。 - 写 = MOC（Management-of-Change）：The 10 write tools（
s7_write_db、mc_write_words、fins_write_words、mqtt_publish、eip_write_tag、ethercat_write_sdo、ethercat_set_state、profinet_dcp_set、bacnet_write_property、bas_command）全部risk=HIGH、默认dry_run=True、捕获改前值供 undo（bas_command另对生命安全点一律拒绝）。 - 审批：真实写入需具名审批人 —— CLI
iaiops approve双重确认后才放行。 - 未经授权绝不写生产控制系统；AI 结论仅 advisory，引用真实信号出处，宁可
insufficient_evidence不臆测。 - 各协议的验证状态（✅ 已自测 / 待核实）见 edition skill 的支持版本矩阵，
标
待核实的不得当既成事实。
Setup（各 edition 相同）
iaiops init 交互写 ~/.iaiops/config.yaml；凭据进加密存储
（~/.iaiops/secrets.enc，主密码 IAIOPS_MASTER_PASSWORD）。iaiops doctor
逐端点探活。协议参数、模拟器自测、MCP JSON 示例见 README 与各 edition skill。
Questions people ask
- What does this skill actually do when I run it?
- Routes your task to a protocol-specific edition (factory, fab, process, building, water, warehouse, clinical, renewables, or plcnext) and activates the corresponding MCP profile with the appropriate tools. If you're unsure which profile to use, it can guide you.
- Can I connect to both a Siemens S7 PLC and an Allen-Bradley ControlLogix in the same session?
- Yes, use iaiops-mcp-factory which covers both. Alternatively, run iaiops-mcp-brain for cross-protocol analytics without direct device access.
- How does the write safety mechanism work?
- Write operations default to dry-run mode and are gated behind a dual-approval CLI step (iaiops approve). Life-safety points are always rejected regardless of approval status.
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