Cross-Vendor Interoperability
Cross-Vendor Interoperability
Current need:
Organizations want to use multiple LLMs (OpenAI, Anthropic, Grok, Cohere) based on performance, cost, or region.
MCP direction:
Standardized adapter layers and token-agnostic middleware that allow you to switch models without rewriting prompt flows.
Key trends:
- llm-router and prompt-adapter APIs
- Token normalization + latency-based selection