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Agentic coding practitioners building or evaluating MCP servers can study OpenCollab's architecture — parallel `asyncio.gather` API calls, Pydantic input validation with `extra="forbid"`, and a hand-rolled TTL cache — as a concrete, production-minded pattern for wrapping external APIs as MCP tool suites.