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266 posts tagged with "Model Context Protocol"

Content about the Model Context Protocol (MCP)

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Five MCP Launches in Five Days — and the Deploy Surface Still Missing
·Dora Noda·10 min

Five MCP Launches in Five Days — and the Deploy Surface Still Missing

Between September 14 and 18, Rubrik, Algolia, Google, ReleasePad, and the UN all shipped MCP servers — each with governance baked into the protocol layer. Deploy infrastructure is the surface still missing, and third-party servers are already defining it.

Model Context Protocol
AI agents
Enterprise AI
governance
+1
MCP Went Stateless: What the 2026-07-28 Spec Means for Long-Running Deploy Tools
·Dora Noda·13 min

MCP Went Stateless: What the 2026-07-28 Spec Means for Long-Running Deploy Tools

MCP revision 2026-07-28 drops sessions, handshakes, and server-initiated requests. A migration map for deploy-from-chat servers whose minute-long tools must rebuild on Tasks, multi-round-trip confirmations, and an explicit task store.

Model Context Protocol
AI agents
self-hosting
PaaS
MCP Is the Transition Technology: What Infrastructure-First Enterprise AI Means for Your Deploy API
·Dora Noda·11 min

MCP Is the Transition Technology: What Infrastructure-First Enterprise AI Means for Your Deploy API

Enterprises stopped asking which model to pilot and started standardizing how agents reach production systems, with MCP as the emerging standard shape. Here is what that shift validates for a self-hosted deploy API — and which enterprise demands to adopt or skip on day one.

Model Context Protocol
Enterprise AI
AI agents
self-hosting
MCP Won the Interface War: What 10,000 Servers and 97M Downloads Mean for Your Self-Hosted Endpoint
·Dora Noda·10 min

MCP Won the Interface War: What 10,000 Servers and 97M Downloads Mean for Your Self-Hosted Endpoint

MCP passed 10,000 public servers and 97M monthly downloads under neutral Linux Foundation governance, but registries, managed gateways, and vendor defaults are the new lock-in surface. Here is the case for running your deploy-authority endpoint on infrastructure you own.

Model Context Protocol
AI agents
self-hosting
security
OpenShip's 132K-View Launch: What Its Mail Server, One-Click Stacks, and MCP Bet Validate — and Where Docker+SSH Diverges From Kubernetes
·Dora Noda·9 min

OpenShip's 132K-View Launch: What Its Mail Server, One-Click Stacks, and MCP Bet Validate — and Where Docker+SSH Diverges From Kubernetes

OpenShip's July 2026 launch put a built-in mail server, one-click data stacks, and MCP agent ops on servers you own. The numbers behind each bet, and where Docker-over-SSH parts ways with Kubernetes.

self-hosting
PaaS
Model Context Protocol
cost-optimization
+1
15,465 MCP Servers, 0 Governance: What OX Security's Census Means for Your Deploy Tools
·Dora Noda·8 min

15,465 MCP Servers, 0 Governance: What OX Security's Census Means for Your Deploy Tools

OX Security mapped 15,465 MCP servers and found agents reaching China, Russia, home networks, and six abandoned domains buyable for $4. The four findings with exact numbers, the Always-Allow attack chain, and a control matrix for governing deploy agents' tools.

Model Context Protocol
AI agents
security
self-hosting
+1
Read-Only by Default: The 5-Rung Agent Permissioning Ladder Every Deploy Platform Should Copy
·Dora Noda·10 min

Read-Only by Default: The 5-Rung Agent Permissioning Ladder Every Deploy Platform Should Copy

Qovery's agent stack splits deploys from ops and ships its MCP server read-only — with a CLI allowlist and Rego policy tokens above and below. How the five-rung ladder works, where agent-side enforcement breaks, and the checklist for deploy-from-chat on machines you own.

Model Context Protocol
AI agents
self-hosting
PaaS
+1
Red Hat Ships MCP Servers for OpenShift and Ansible: The Enterprise Read on Agent-Operated Infrastructure
·Dora Noda·10 min

Red Hat Ships MCP Servers for OpenShift and Ansible: The Enterprise Read on Agent-Operated Infrastructure

Red Hat's MCP servers for OpenShift and Ansible went GA in May 2026 with a read-mostly, playbook-gated design — a reference for agent-operated infrastructure that no git-push PaaS has matched.

Model Context Protocol
AI agents
Kubernetes
PaaS
The Agent That Burned $4,200 in 63 Hours: What a Deploy/Rollback MCP Server Needs for Spend Circuit Breakers
·Dora Noda·13 min

The Agent That Burned $4,200 in 63 Hours: What a Deploy/Rollback MCP Server Needs for Spend Circuit Breakers

A $4,200 weekend bill with no ceiling in the loop is the shape of every 2026 agent-cost incident — here is the five-layer circuit-breaker design, from server-side spend ledgers to namespace quotas and a kill switch, that stops the next one.

AI agents
Model Context Protocol
Kubernetes
cost-optimization
+1
Showing 37–45 of 266 posts