endpoint management
30 articles about endpoint management in AI news
Automox Hosted MCP Server: Query 10,000+ Endpoints from Claude Code
Automox's hosted MCP server connects Claude Code to endpoint management. Use `claude mcp add automox` to query device inventory and patch status across 10,000+ endpoints without local setup.
Oracle Builds Custom MCP Server for OCI Cloud Management via Natural Language
Oracle released a custom MCP server for OCI, enabling natural-language cloud management. First major cloud provider to ship a first-party MCP server.
MiniMax M2.7 Model Deploys on NVIDIA NIM Endpoints with OpenClaw Support
Chinese AI firm MiniMax has made its M2.7 model available through NVIDIA's GPU-accelerated NIM endpoints. This deployment includes support for the OpenClaw and NemoClaw frameworks, integrating it into a major AI development ecosystem.
How to Use an MCP Gateway to Centralize Security and Cost Control for
An MCP gateway like Bifrost centralizes security, observability, and cost management for Claude Code by routing all MCP tool calls through a single policy-enforced endpoint.
GoldBean MCP Server: Pay Per Call with USDC — No API Keys, No Subscriptions
GoldBean MCP server lets Claude Code call 47 Baidu AI endpoints with per-call USDC micropayments via x402 — no API keys, no subscriptions. Agents pay $0.01-$0.05 per call on Base L2.
FreeLLMAPI Aggregates 1.7B Free Tokens/Month Across 11 Providers
FreeLLMAPI aggregates 11 free LLM providers into one endpoint, offering 1.7B tokens/month with automatic fallover. Reduces friction for side projects but faces provider tolerance risks.
6 MCP Server Design Lessons from Anthropic's Co-Creator — Stop Wrapping
MCP co-creator David Soria Parra's 6 design lessons: stop wrapping CRUD endpoints, use progressive discovery, and choose Skills vs MCP by the problem. Claude Code users must redesign tool granularity for agents.
Prism v1.8 Adds CLI, MCP Server, and SDKs — Here's How to Use Them with
Prism v1.8's MCP server gives Claude Code direct control over caches, budgets, and routing. Install it in 2 minutes and ditch the dashboard for terminal-based AI infrastructure management.
The 3 Claude Code Tips from '100 Tips for Claude' That Actually Matter for Developers
Filtering the generic Claude advice to find the 3 techniques that directly improve Claude Code workflows: structured prompting, context management, and task decomposition.
How Claude-Code-Workflow Orchestrates Multiple CLI Agents for Complex Tasks
Install this CLI tool to coordinate multiple Claude Code agents for complex projects using semantic commands and session management.
Google's gws CLI: The AI-Agent-Ready Tool That Dynamically Masters Workspace APIs
Google has open-sourced gws, a CLI tool that dynamically interfaces with all Google Workspace APIs and ships with built-in AI agent skills. It eliminates custom tooling and automatically adapts to new API endpoints.
From Copilot to Claude Code: 5 Mistakes New Pro Users Make (And How to Avoid Them)
Common Claude Code pitfalls include poor context management, ignoring CLAUDE.md, and misusing the phone-to-laptop feature. Here's how to get it right.
MCP Lead Enrichment Server Meters Billing at 0.6 Confidence
A Cloudflare Workers-hosted MCP server gives AI agents metered B2B lead enrichment, billing only when confidenceScore exceeds 0.6. The Zod-validated tools target hallucination and cost control in autonomous SDR swarms.
Route Claude Code to DeepSeek for Cheap Tasks: The Two-Command Trust Split
Use ANTHROPIC_BASE_URL and LiteLLM's drop_params to create a claude-cheap alias for DeepSeek, keeping your subscription for high-stakes work.
Inside Anthropic: How Claude Code Engineers Ship with 2-Engineer Teams and
Anthropic ships software with 2-engineer teams, AI-driven code review, and Claude Code. A 500K+ line Bun rewrite to Rust took 11 days and $165K in tokens—proof that small teams + AI beat large teams.
4 Gemini API Managed Agent Features That Change How You Build Agentic
Gemini's `background: true` flag in the Interactions API lets you run agents asynchronously. Pair it with remote MCP servers to connect private data without custom proxies.
LLM Waterfall Pattern: 429 Failover Beats Retries & Circuit Breakers
The LLM waterfall pattern cascades requests across providers on 429 errors, outperforming retries and circuit breakers for zero-downtime AI inference.
Build an MCP-Powered SaaS Discovery Engine with Next.js and PostgreSQL
Build an AI-ready SaaS directory by designing a canonical product entity first, then exposing it via MCP. Use Prisma, Zod, and JSON-LD to serve humans, search engines, and AI agents from one source of truth.
Smartsheet Deploys Remote MCP Server on AWS for Agent Tool Access
Smartsheet deployed a remote MCP server on AWS ECS Fargate, enabling Claude agents to query and update sheets via standardized tool calls without a local client.
MCP Confused Deputy: Protocol Design Lacks Provenance, Enables Injection
MCP has a confused deputy vulnerability: tool results lack provenance, allowing injection. The official fetch server feeds attacker-controlled Markdown to context.
Stop Hardcoding Model Lists: Use Discovery-Driven MCP to Cut Token Bloat 40%
Switch from hardcoded MCP tool schemas to discovery-driven tools like nvidia_list_foundation_models. Your agent queries available models dynamically, cutting token bloat and adapting to infrastructure changes in real-time.
My Day-One Claude Code Setup: A Workflow That Saves 15 Minutes Per New Project
A repeatable workflow with CLAUDE.md, project templates, and MCP servers saves 15 minutes per project and reduces setup errors by 40% for Claude Code users.
Building Production-Ready Agentic AI Systems with Docker and FastAPI
Towards AI published a practical guide on deploying production-ready agentic AI systems with FastAPI and Docker. The article covers scalable architecture, orchestration, and enterprise considerations for AI agents.
Stop Writing SDK Docs for AI Agents: Build MCP Servers Instead
MCP servers replace SDKs for AI agents. Claude Code users should expose APIs as MCP servers so agents discover capabilities autonomously, not via docs. First sentence: BridgeXAPI argues MCP servers transform messaging APIs into discoverable execution infrastructure for Claude Code agents.
OpenAI Merges Codex into ChatGPT, Ending Standalone API
OpenAI merges Codex into ChatGPT, discontinuing standalone API. Developers must now use chat interface for code generation.
How a Custom Multimodal Transformer Beat a Fine-Tuned LLM for Attribute
LeBonCoin's ML team built a custom late-fusion transformer that uses pre-computed visual embeddings and character n-gram text vectors to predict ad attributes. It outperformed a fine-tuned VLM while running on CPU with sub-200ms latency, offering calibrated probabilities and 15-minute retraining cycles.
Decepticon Open-Sources Autonomous AI Red Team for Full Kill Chain
Decepticon, a new open-source multi-agent AI system, autonomously executes the entire cyber kill chain for red teaming, from reconnaissance to exfiltration, enabling continuous security testing.
Redis Launches 'Redis Feature Form,' an Enterprise Feature Store for
Redis announced the launch of Redis Feature Form, a new enterprise feature store designed to manage and serve machine learning features in production. This move positions Redis to compete in the critical MLOps infrastructure layer, helping companies operationalize AI models more reliably.
From MLOps to AgentOps: A Vision for AI Production in 2026
A forward-looking article argues that by 2026, AI systems will be complex, multi-agent software requiring a new operational discipline called 'AgentOps'. This evolution from MLOps is necessary to manage reliability, safety, and cost at scale.
How to Automate Meeting Notes and Action Items with Read AI's MCP Server
Integrate Read AI's MCP server with Claude Code to transform meeting audio into structured notes, decisions, and code-ready tasks without leaving your IDE.