AIMCP
MCP (Model Context Protocol) is the open standard that lets AI agents reach your software through a typed tool interface. These notes cover what it is, when building a server is worth it, and the patterns that hold up in production.
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AIMCP governance in 2026: what the Linux Foundation handoff changed
Anthropic donated MCP to the Linux Foundation in December 2025. Who decides the spec now, what the 2026-07-28 release removed, and what to check.
AIHarden an MCP server for enterprise: SSO, audit, gateway
A 2026 scan found 33% of MCP servers had critical vulnerabilities. Here is how to add OAuth 2.1 SSO, audit trails, and a gateway to yours.
AIShort-lived MCP server URLs: the TTL pattern for AI agents in 2026
1,467 MCP servers are exposed on the public internet with no auth, per Trend Micro. Short-lived URLs with a TTL of minutes, not days, close the hole.
AIManaged vs self-hosted MCP server: 6 axes that decide it
Time to first tool, auth, security posture, cost at scale, data residency, protocol velocity. The six axes that decide whether you build an MCP server or buy.
AINext.js MCP server: mcp-handler, OAuth 2.1, Redis sessions
Mount an MCP server on a live Next.js 16 SaaS with mcp-handler: the dynamic transport route, OAuth 2.1, Redis session state, and 4 failure modes.
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