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Merge pull request #14395 from ahmed-khalil-hafsi/add-p2predict

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Add P2Predict to Industrial & IoT
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Frank Fiegel
2026-09-20 20:37:18 -07:00
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@@ -2661,6 +2661,7 @@ Servers that establish who a person or an agent is and what may be known about t
Connect AI agents to industrial equipment, machinery, and operational technology (OT) — telemetry ingestion, monitoring, and control across manufacturing and factory-floor protocols. Connect AI agents to industrial equipment, machinery, and operational technology (OT) — telemetry ingestion, monitoring, and control across manufacturing and factory-floor protocols.
- [ahmed-khalil-hafsi/P2Predict](https://github.com/ahmed-khalil-hafsi/P2Predict) [![ahmed-khalil-hafsi/P2Predict MCP server](https://glama.ai/mcp/servers/ahmed-khalil-hafsi/P2Predict/badges/score.svg)](https://glama.ai/mcp/servers/ahmed-khalil-hafsi/P2Predict) 🐍 🏠 🍎 🪟 🐧 - Local MCP server for parametric price benchmarking: trains on your own purchasing history to predict what a part should cost, attribute the price to spec and supplier drivers, and return a calibrated likely-price range — nothing leaves your machine. Built for procurement and engineering teams. `pip install "p2predict[mcp]"`
- [Extelligence-ai/bagel](https://github.com/Extelligence-ai/bagel) [![Extelligence-ai/bagel MCP server](https://glama.ai/mcp/servers/Extelligence-ai/bagel/badges/score.svg)](https://glama.ai/mcp/servers/Extelligence-ai/bagel) 🐍 🏠 - Ask questions about robotics, drone, and IoT data (ROS 1/2 bags, MCAP, PX4/ArduPilot/Betaflight logs, CAN/MF4, live MQTT) in plain English; answers are DuckDB SQL over the actual messages, with an intelligent edge data-reduction pipeline and exports to Rerun, PlotJuggler, and LeRobot. - [Extelligence-ai/bagel](https://github.com/Extelligence-ai/bagel) [![Extelligence-ai/bagel MCP server](https://glama.ai/mcp/servers/Extelligence-ai/bagel/badges/score.svg)](https://glama.ai/mcp/servers/Extelligence-ai/bagel) 🐍 🏠 - Ask questions about robotics, drone, and IoT data (ROS 1/2 bags, MCAP, PX4/ArduPilot/Betaflight logs, CAN/MF4, live MQTT) in plain English; answers are DuckDB SQL over the actual messages, with an intelligent edge data-reduction pipeline and exports to Rerun, PlotJuggler, and LeRobot.
- [FoundryNet/forge-mcp](https://github.com/FoundryNet/forge-mcp) 🐍 ☁️ - Industrial AI infrastructure that connects any AI agent to industrial equipment: 14 protocols, 18 manufacturers, 30 tools, cross-OEM telemetry normalization, health index, and failure prediction. The first physical-world MCP server. Free tier available. ([Smithery](https://smithery.ai/server/@foundrynet/forge)) [![FoundryNet/forge-mcp MCP server](https://glama.ai/mcp/servers/FoundryNet/forge-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FoundryNet/forge-mcp) - [FoundryNet/forge-mcp](https://github.com/FoundryNet/forge-mcp) 🐍 ☁️ - Industrial AI infrastructure that connects any AI agent to industrial equipment: 14 protocols, 18 manufacturers, 30 tools, cross-OEM telemetry normalization, health index, and failure prediction. The first physical-world MCP server. Free tier available. ([Smithery](https://smithery.ai/server/@foundrynet/forge)) [![FoundryNet/forge-mcp MCP server](https://glama.ai/mcp/servers/FoundryNet/forge-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FoundryNet/forge-mcp)
- [LGDiMaggio/predictive-maintenance-mcp](https://github.com/LGDiMaggio/predictive-maintenance-mcp) [![LGDiMaggio/predictive-maintenance-mcp MCP server](https://glama.ai/mcp/servers/LGDiMaggio/predictive-maintenance-mcp/badges/score.svg)](https://glama.ai/mcp/servers/LGDiMaggio/predictive-maintenance-mcp) 🐍 🏠 - Industrial predictive maintenance: vibration analysis, bearing fault diagnosis (ISO 20816-3), and server-authored diagnostic reports, benchmarked on the public CWRU dataset - [LGDiMaggio/predictive-maintenance-mcp](https://github.com/LGDiMaggio/predictive-maintenance-mcp) [![LGDiMaggio/predictive-maintenance-mcp MCP server](https://glama.ai/mcp/servers/LGDiMaggio/predictive-maintenance-mcp/badges/score.svg)](https://glama.ai/mcp/servers/LGDiMaggio/predictive-maintenance-mcp) 🐍 🏠 - Industrial predictive maintenance: vibration analysis, bearing fault diagnosis (ISO 20816-3), and server-authored diagnostic reports, benchmarked on the public CWRU dataset