MCP Capability Exposure
1. Why capability exposure matters
Industrial intelligence becomes usable only when analysis and diagnosis can be invoked in a controlled way.
MCP is the mechanism that turns operational abilities into governed callable capabilities.
2. What gets exposed through MCP
Prodia can expose capabilities such as:
- structured query
- output analysis
- quality analysis
- takt and bottleneck analysis
- fault analysis
- OEE analysis
- process parameter analysis
- knowledge retrieval
- operational context lookup
3. Why this is better than open generation
| Approach | Limitation |
|---|---|
| Pure generation | sounds plausible but may not be calculable or verifiable |
| Governed MCP capability | produces structured inputs, controlled execution, and reviewable outputs |
4. Practical value
MCP lets Agent move from:
- "talking about analysis"
to:
- actually invoking analysis
- returning structured results
- continuing into explanation and next actions
5. Boundary
MCP capability exposure is useful only when each capability has:
- clear input expectations
- clear scope and permission boundaries
- interpretable output structure
- traceable execution behavior