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Notes from the server factory

Announcements and engineering notes on building, deploying, and distributing MCP servers and skills.

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August 27, 2026

MCP v2 removed the handshake, and our runtime barely noticed

What the stateless MCP v2 spec (2026-07-28) changes, and how our generated servers came to serve both protocol eras on a single endpoint.

mcpmcp-v2runtime

August 11, 2026

One workflow, two servers, one trace

A skill that reads a charge from one MCP server and opens an issue on another — and how we proved the second step actually consumed the first.

skillsmcpworkflows

July 15, 2026

Why agents can’t use your OpenAPI spec

Spec summaries are written for humans with the docs open. Agents pick tools from descriptions alone — here is what goes wrong, with real before/after rewrites.

openapitool-designagents

July 15, 2026

Taming MCP context bloat with wrapper discovery

Registering hundreds of tools floods the context window with schemas the model never calls. Wrapper discovery trades a round-trip for the budget back.

mcpcontextruntime

July 15, 2026

Guardrails that live in the package, not the prompt

Constraints pasted into prompts rot. MCPCloud skills compile guardrails into the versioned SKILL.md package — reviewable, diffable, and tested before they ship.

skillsguardrailsskill-studio

July 15, 2026

Introducing MCPCloud

From API spec to a deployed, typed MCP server in minutes — and the platform it lives on after: security layer, observability, releases, no lock-in.

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