Your MCP Hub Exposes Every Tool to Every Agent. That's the Bug.
We stood up an internal MCP hub last quarter. It aggregated four services behind one endpoint, listed every tool in a single catalog, and let any co…
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Triglav: orchestrating Claude Code and Codex agents for long-running work and layered review
AI coding agents can write code. Longer tasks still need coordination and quality control. Someone has to keep track of the objective, settle the op…
I built an MCP server that lets AI agents book real hotel rooms (no OTA commission)
Booking.com takes 15-25% commission and owns the customer relationship. I run a small network of independent establishments in Luxembourg, and I wan…
An agent timeout is not a cancelled action: building Mothership
An agent asks to save a report. The request needs your approval. You step away, the client times out, and the server restarts. When you return, shou…
AI Growth Engine Competitor Website Watch Agent: Architecture, Tool Schemas & Integration Guide
Why conversational agent prompts fail in production—and the exact typed tool schemas, MCP servers, and dry-run safeguards required for Grok Bot Arch…
11 MCP Servers That Prove MCP Isn't Dead
Disclosure: I'm the founder of PDFHaul, which is #5 on this list. Originally published on the PDFHaul blog , where the full source list with links l…
REA Hit 248K Stars. The Real Story Is Scarier.
REA Hit 248K Stars. The Real Story Is Scarier. A week ago, morluto/rea had fewer than 10,000 GitHub stars. Today it has over 248,000 — making it one…
Breaking Down AI Travel Product Business Models: Who's Actually Making Money?
AI travel products have popped up like mushrooms the last couple of years—AI itinerary planning, AI hotel booking, AI guide generation. Everyone's t…
MCP vs A2A vs ACP: Open Protocols for Multi-Agent Systems, Compared
MCP vs A2A vs ACP: Open Protocols for Multi-Agent Systems, Compared If you're building a multi-agent system, you've hit this question: how should ag…
From 22 to 23: Evasion Detection, Elicitation, and 231 New Tests
In my last post , I walked through the architecture of AegisGate MCP — a standalone MCP server framework with 22 security layers, zero external Go d…
Hotel MCPs Test
Building AI travel products, finding a hotel data source is a persistent problem. Integrate an OTA and the barrier is high with heavy commission. Bu…
LLM-разработка в 2026: навыки, кейсы, требования
Привет, Хабр! Я старший инженер-программист в Финаме и автор курса «LLM-разработчик» в Хекслете. Разговор пойдёт о практике LLM-разработки и о бытов…
Why in-memory MCP sessions fail behind a load balancer (NestJS demo)
By Shilpa Mareddy Two copies of an MCP (Model Context Protocol) server (a server that AI applications call tools on) sit behind a round-robin load b…
The Agentic AI Foundation's Standards Stack: MCP, A2A, and Goose
The Agentic AI Foundation is building a standards stack to solve a problem most teams hit after their first agent proof-of-concept: how do you wire…
Solving Adverse Selection in Automated Market Making via Deterministic MCP Tools
In high-frequency liquidity provision, specifically within decentralized prediction markets like Polymarket, the difference between a profitable str…
How AI Agents Remember: A Practical Guide to Agent Memory
Imagine hiring a brilliant colleague who forgets every conversation overnight. Each morning you re-explain the project, your preferences, and what y…
OpenAI Just Turned Agent Infrastructure Into an API — The Next AI Skill Is Orchestration
The biggest change isn't another model release. OpenAI's new Agents API packages the infrastructure needed for long-running agents—context, tools, f…
How to write tool descriptions agents won't misread
An agent picks a tool by matching the current task to each tool's name and description, then it writes the arguments for that call. Chip Huyen names…
Beyond First-Order Reasoning: Why LLM Strategies Fail Under Pressure
Most AI-generated strategies suffer from the same terminal flaw: they are forward-only. If you ask an LLM to propose a market entry plan or a scalin…
Connect to Any MCP Server in TypeScript Over stdio and HTTP, Then List Its Tools
Most people meet the Model Context Protocol (MCP) through a client like Claude Desktop, where a config file quietly wires up servers and you never s…
What stateless MCP changes for gateways
The MCP spec went stateless on July 28. If you run one MCP server, that mostly means deleting your session handling and adding a server/discover met…
The Goblin Warren: an AI Dungeon Master that never invents a rule
What I built The Goblin Warren is a browser D&D 5e dungeon crawl. You lead three heroes through five levels and fight in turn-based d20 combat w…
Threat Modeling the Model Context Protocol: Securing Agentic Tools with mcpscan
Threat Modeling the Model Context Protocol: Securing Agentic Tools with mcpscan The Model Context Protocol (MCP) has emerged as an open standard con…
AP2 Solved Payments, Not Settlement. Here's Why Agent Commerce Still Needs Both
AP2 Solved Payments, Not Settlement. Here's Why Agent Commerce Still Needs Both Last week, Google and Mastercard handed AP2 to the FIDO Alliance. Th…
What Is Cloudflare Monetization Gateway? The Callback Is the Gate — the Judgment Is Missing
What Is Cloudflare's Monetization Gateway? The Callback Is the Gate — the Judgment Is Missing On September 30, 2026, Cloudflare moved its Monetizati…
What Is the New MCP Update? September 2026's Biggest-Ever Release, With Receipts
What Is the New MCP Update? September 2026's Biggest-Ever Release, With Receipts The short answer: on September 28, 2026, the Agentic AI Foundation…
Integration Digest for September 2026
Articles 🔍 API Features as a First-Class Artifact with OpenAPI Overlays OpenAPI Overlay 1.1 documents model API features as separate, reviewable art…
Bring Your API: Building an MCP Server Builder
I started this project with a question: if a company already has APIs, how much work should it take to let an AI assistant use them? Say a company h…
The Agent Shouldn't Be Able to Approve Its Own Rules
Once a coding agent can change the architecture, changing the rules that protect it becomes a different kind of operation. One of the less obvious p…
One Coding Agent Spent a Year Mocking MCP. It Just Made MCP a Core Feature.
The pi.dev homepage used to display a proud declaration: Pi does not support MCP. Not an omission, not a TODO. A statement of philosophy. The creato…