Build Your First East Africa MCP Server in 30 Minutes
Every tool in the East Africa coordination infrastructure stack started from the same scaffold. Here's exactly how to build and publish one yourself. …
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Transforming Kong into an AI Gateway on GCP: Managing LLM Tokens, MCP, and Agentic Traffic
Most platform teams didn't set out to build "AI infrastructure." They already had Kong running in front of hundreds of REST services on GKE, handling …
Your MCP server's search is bad: ranking, embeddings, and what each one fixes
At the end of Part One I left the notes server with a search I described as dumb, and promised to come back for it. Here is where it stands today, on …
A database failover can preserve uptime and break the answer
A PostgreSQL MCP server can remain available during failover and still return the wrong answer. The connection retries against a replica. The replica …
What MCP Is Actually For, Explained With 200 Bottles of Wine
Last month a national magazine wrote about people using Claude as a sommelier. The writer had inherited a cupboard of old bottles from a great-aunt, p…
Building Custom MCP Clients in Next.js & Serverless Engines: The Ultimate Engineering Guide
The Model Context Protocol (MCP) has transformed how AI agents interact with local tools, filesystems, and databases. Originally built around a determ…
MCPRadar: A Security Scanner Built for the MCP Ecosystem published: true tags: mcp, security, ai, opensource
Model Context Protocol servers have quickly become the connective tissue between AI agents and the outside world — file systems, databases, APIs, inte…
3 MCP servers I actually use daily (and how to set them up)
Not a hype list. These are the three MCP servers I have running right now in Claude Desktop. 1. Filesystem mcp-hub install @modelcontextprotocol/serve…
Claude Code в Telegram голосом: свой мост, когда официальный канал выключен
MCP-сервер отвечает Connected. Инструменты работают: бот сам присылает мне сообщения. Мои сообщения до бота доходят, я вижу их в очереди Telegram. А в…
freee + MCP: I Automated My Japanese Tax Return With Claude Code — 3 Things That Broke in Production
Context for readers outside Japan Japan's kakutei shinkoku is the annual self-employed tax return — the local equivalent of the US Schedule C or the U…
I Turned a Real Codex Sorting Bug Into a Skill Any Agent Can Discover
What should happen after an AI Agent spends time diagnosing and fixing a real problem? Today, the answer is usually: not much. The solution stays insi…
Why Your AI Agent Drowns in 50,000 Tokens of Tool Definitions
Why Your AI Agent Drowns in 50,000 Tokens of Tool Definitions Every time you connect an MCP server to your AI agent, you're adding thousands of tokens…
GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure
GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure Stop managing AI agent configurations as fragile scripts. Adopt …
Constraining the Agent: What I Learned Wiring MCP Into a Legacy System
Notes from January 2026, when giving an AI agent live database access still felt reckless. Written for engineers who are about to do this, and for the…
Stop Hardcoding AI Tools: Dynamic Tool Discovery and Schema Validation with Zod & MCP
If you are still hardcoding tool definitions, JSON schemas, and manual routing logic directly into your AI agent initialization scripts, you are build…
MCP Deep Dive, Part 12: Building MCP Servers in C# and .NET 9 — The SDK, DI, and Native AOT
We've built servers, clients, tools, auth, and governance across this series — all in C#, without ever slowing down to look at how the .NET tooling ma…
I Built an Autonomous On-Chain Agent on Solana: Here's the Documentation I Wish I Had Earlier
The last few days of the #100DaysOfSolana challenge have been some of the most exciting and humbling of my developer journey. I didn't just build anot…
How to Connect Claude to the dev.to API and Build a Reusable Skill
MCP (Model Context Protocol) connectors extend Claude's reach into external services, but connector coverage is uneven across platforms. dev.to is one…
Are your MCP server's safety labels honest? A one-command check (and what it found on 31 popular servers)
You wrote this once, on the day the tool was born: { "name" : "search_docs" , "annotations" : { "readOnlyHint" : true , "destructiveHint" : false , "o…
Day 16/30: Supervisor Pattern
I recently spent hours debugging a support bot that was supposed to handle customer inquiries about orders, shipments, and returns. The bot was built …
Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone
Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone Discover how a dual-tier AI memory arc…
Beyond the Snapshot: Integrating 30-Day Environmental Intelligence into AI Agents
I've been watching people build AI agents that are incredibly good at refactoring TypeScript, but completely blind to the physical world they inhabit.…
When Your AI Code Reviewers Disagree: Inside the 'AI Debate' That Finds Hidden Bugs
When Your AI Code Reviewers Disagree: Inside the 'AI Debate' That Finds Hidden Bugs Discover how a new paradigm of code review automation pits two AI …
Building my first MCP server: Spain's weather API and its two-step catch
I'm a backend engineer (Java/Spring, Kubernetes, that world) moving toward AI engineering, and I wanted to actually ship something in the agent ecosys…
Mastering Node.js Transport Layers in MCP: Stdio vs. Server-Sent Events (SSE)
The Model Context Protocol (MCP) has completely transformed how modern Large Language Models (LLMs) and agentic runtimes discover, invoke, and interac…
Wanted Claude to read my OneNote notebooks. Grabbed an MCP server, hit a silent 401 on every call. Wrote up the full debugging. Check it out
I Rewrote a OneNote MCP Server in TypeScript — Here's What I Learned About Microsoft Graph Auth Scope pitfalls and silent token renewal Amandeep Singh…
What if MCP could manage your entire development runtime?
I created Agent-Up , an open-source desktop app and local server for running multiple coding-agent environments on one machine. Worktrees isolate sour…
How to Track What Hedge Funds Are Buying — Directly From Your AI Agent
What if your AI agent could track what Warren Buffett is buying — in real time? That is exactly what the AlphaSMO MCP server unlocks. You have probabl…
Transport, Surface, Skin: Building MCP Plugins That Survive the Spec
Software engineering is dead. That is what they say. Partially true. Some traditional elements of the craft are genuinely hard to find now. If a model…
My Scripts Say dev.to Blocks "the Default urllib User-Agent." That's Not the Actual Rule.
Two scripts in my my-git-manager repo — publish_devto.py and reply_comments.py — both carry the same one-line comment on the same header: req . add_he…