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#mcp-servers

Terminal screenshot of Gemini CLI connecting to Python MCP server on AWS EKS
Databases & Backend

MCP on AWS EKS with Gemini CLI: Hype or Hack?

Google's Gemini CLI promises smooth MCP dev on AWS EKS. But after 20 years watching Valley smoke, I smell AWS meter running. Here's the no-fluff path.

5 min read 1 month, 1 week ago
Illustration of AI agents with scoped tool access keys approaching an MCP server fortress
AI Dev Tools

MCP's Tool Permissions Wake-Up Call: Stop Handing Agents the Keys to Everything

Picture this: your AI research agent, mid-prompt, flips the switch on a full deployment. Disaster. Tool-level permission scoping in MCP servers fixes that nightmare before it starts.

4 min read 1 month, 2 weeks ago
Nested OpenTelemetry trace showing MCP tool call with inner sampling LLM span
Cloud & Infrastructure

MCP Servers Now Trace Their Own LLM Calls – No More Blind Spots in Agent Tools

Imagine debugging an AI agent where 90% of your tool's delay hides in an untraceable LLM call. This fix changes that for MCP servers, handing devs real observability.

5 min read 1 month, 2 weeks ago
Diagram of dlab.md's MCP infrastructure with four servers connecting AI agents to Odoo, Postgres, and more
Open Source

MCP Servers: Erasing Script Hell and REST's Reign in Enterprise Glue

Your next code review uncovers verify=False in prod. Heart sinks. But MCP flips that script—replacing fragile REST hacks with AI-ready control planes that just work.

5 min read 1 month, 2 weeks ago
Docker containers powering Claude Code with local models, MCP tool connections, and secure sandboxes
Frontend & Web

Docker Supercharges Claude Code: Local AI Coding Without the Cloud Shackles

Picture this: you're a solo dev, hammering out an app, and your AI coder pulls git history, files Jira tickets, scans your codebase – all offline, zero cloud bills. Docker just made Claude Code your personal AI beast, safely caged.

5 min read 1 month, 2 weeks ago

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