266 posts tagged with "Model Context Protocol"
Content about the Model Context Protocol (MCP)
Temporal Went From $5B to $12.5B in Seven Months: Why Deploy-From-Chat Agents Need Durable Execution
Temporal's $550M raise at $12.55B and its GA OpenAI Agents SDK integration mark durable execution as production-required for agents. A worked deploy-from-chat crash scenario shows what breaks without it, plus a cloud vs self-hosted vs lighter-engine decision guide.
Versioning MCP Deploy Tools at 10,000-Server Scale: What Breaking Tool-Schema Changes Do to Agents Pinned Against Your Endpoint
Past 10,000 servers, your MCP tool schemas are a public API with pinned agent clients. A breaking-vs-safe change table, two worked deploy-tool examples — one loud, one silent — and a six-rule versioning discipline for self-hosted endpoints.
Zayo Put Network Operations Behind an MCP Server: What Governed Agent Access to the Underlay Means for Deploy-from-Chat
Zayo's September 2026 Agentic Networking launch puts network operations behind a governed MCP server. What an underlay-aware deploy agent can do, and the five-rule governance boundary your own agent tools should copy.
Your Deploy-from-Chat MCP Server Has Too Many Tools: What Anthropic's 98.7% Token Cut Means for Agent-Operated Infrastructure
Anthropic cut a multi-step agent task from 150,000 tokens to 2,000 by having agents write code against MCP tools instead of calling them one by one. Here is what that 98.7% saving means for deploy-from-chat servers, and why every mutation still needs its own approval and audit entry.
One Gateway or Fifty Servers? What AWS and Google's Opposite MCP Bets Mean for Your Deploy Surface
AWS ships one MCP server with a fixed tool set while Google ships more than fifty, one per service. This post compares both designs on context cost, auth, versioning, and audit, then recommends a concrete tool vocabulary for a deploy surface agents can operate.
The MCPA Is Here: What a 120-Minute, 5-Domain MCP Exam Says About Production MCP Operations
The Agentic AI Foundation's new MCPA exam puts half its weight on tool execution and security. A read of what that syllabus reveals about where MCP breaks in production, plus a five-domain checklist for hardening your own MCP server.
MCPwn: How nginx-ui's Unauthenticated MCP Endpoint Handed Attackers Full nginx Takeover — and the Checklist That Would Have Stopped It
nginx-ui shipped MCP support with one endpoint missing authentication, exposing 12 tools — including config writes with automatic reload — to anyone on the network. CVE-2026-33032 scored 9.8 and was exploited in the wild; here is how the takeover worked and a seven-item checklist for any panel adding agent access.
Railway's Chat Plugins vs Render's MCP Server: Why One Protocol Server Beats One Integration Per Chatbot
Railway put its agent inside Slack and Discord; Render put its platform inside every MCP-speaking agent. A side-by-side on why per-chatbot plugins multiply cost while one protocol server compounds — and what a self-hosted PaaS should expose instead.
Your Changelog Tool Got an MCP Server Before Your PaaS Did: What ReleasePad's Agent-Operated Publishing Means for Deploy APIs
ReleasePad's September 2026 MCP server lets coding agents publish changelogs from a conversation, while most PaaS vendors still ship no agent interface. Why Railway's OAuth-based MCP server is the reference design, and the five-item governance checklist every deploy API needs before agents touch production.