Aevonix Research vs PLCGateway AI MCP
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Aevonix Research compared with PLCGateway AI MCP
| Detail | 
Aevonix Research | 
PLCGateway AI MCP |
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| What it does | Proto-AGI research, open source model recipes and HPC infrastructure
| MCP server for industrial software that lets AI assistants connect machines, build screens and analyze production data
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| Stage | Not given
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| Founded | Not given
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| Based in | US
| TR
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| Pricing model | Open source
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| Pricing | Not given
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| Key features | - Open source model recipes for GLM-5.3
- TensorFold deployment tool
- Memory, identity and model orchestration research
- 1M context window support
- Task and workflow benchmarks
- Proto AGI Engine with coordinated model roles
- Multiple concurrent request handling
| - Connect machines and create devices from plain language instructions
- Build process screens and report dashboards that engineers review before deployment
- Define production assets and calculate OEE for discrete, continuous or batch processes
- Query alarm statistics and production data in natural language
- Support MCP protocol over network HTTP or local stdio connections
- Works with any MCP-compatible AI client including desktop and self-hosted models
- Role-based access control matching viewer, operator and administrator permissions
- Audit logging of every write operation with user identification
- Acknowledge alarms and record batch results within user permissions
- Generate Python code examples for REST API integration
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| What makes it different | - Open source Apache-2.0 licensed recipes
- Specialized optimization for RTX PRO GPUs
- HPC infrastructure investment vehicles
- Infrastructure investor priority access support
| - Built-in MCP server in every product, no separate AI add-on or cloud service needed
- Production data remains on-premise; nothing sent to cloud unless user's chosen AI model requires it
- Drafts protect production: AI-created screens and dashboards reviewed before going live
- Same access controls for AI as for people: roles, rights and logging
- Assists in user's own language and explains PLCGateway features through built-in help
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 6 | 0 |
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| Citation Flow (Majestic) | 18 | 0 |
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| Referring domains (Majestic) | 3 | 0 |
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4 details filled in for both companies.
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