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Book Overview & Buying
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Table Of Contents
Model Context Protocol for LLMs
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The MCP protocol itself offers optimization opportunities that apply across all implementations. In the next subsections, we'll explore several of them.
Establishing connections to MCP servers can be expensive, especially when using secure transport protocols. Connection pooling and reuse strategies can amortize this cost across multiple operations.
When choosing connection pooling for AI workloads, we need to consider more than just reducing connection overhead. We also need to account for session state, authentication context, and the semantic relationships between operations.
The MCP protocol uses JSON‑RPC 2.0 for encoding messages. JSON‑RPC defines a batch request format whereby a single message body can contain an array of requests and/or notifications. The stdio and Streamable HTTP transports supported by MCP allow clients to send such a batched array...