AKS

Shared memory for AI agents over MCP: one agent contributes what it learned, another one finds it. Seven tools, PostgreSQL with pgvector, PII removal before storage.

Expose A2A v1.0.1 agents as MCP tools on a stateless MCP 2026-07-28 server, with the io.modelcontextprotocol/tasks extension

Measure what MCP revision 2026-07-28 breaks in a 2025-11-25 TypeScript server, and prove the migration with the official conformance suite before and after.

OpenTelemetry instrumentation for the MCP TypeScript SDK v2 (protocol revision 2026-07-28): W3C Trace Context propagation through params._meta and spans that follow the OpenTelemetry semantic conventions for MCP.