82% of Ad MCP Servers Are Single-Platform: We Surveyed the Landscape
Originally published on the Adspirer blog . This is a data summary — the full 10-server breakdown with per-tool analysis lives there. Ask ChatGPT or C…
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Can Claude Analyze My Portfolio?
If Claude can already search the web, read a 10-K, and explain what a rate cut does to long-duration equities, the fair question is why you would conn…
We stopped giving AI agents database passwords
Every "connect your AI agent to a database" tutorial ends the same way: paste a connection string into a config file. That string now lives on a lapto…
How to Build an MCP Server for Your SaaS: What Shipping Ours Taught Me
Last month I shipped an MCP server for Drumbeats. The code for the first working version took one day. The three weeks around that day are where every…
The Right Way to Start Claude Code on an AWS Project
You know the drill for adding an MCP server to a project: dig the exact command string out of the docs, hand-write a .mcp.json with an absolute path y…
My MCP Server Kept Crashing. Here's the Error Recovery Pattern That Saved It.
I spent three days wondering why my MCP server would just... stop. No crash logs. No error messages. Clients connected fine, then after a few hours, e…
GPT-5.6 MCP: Testing Servers With Sol, Terra & Luna
📖 TL;DR GPT-5.6 shipped July 9, 2026 in three tiers Sol (flagship), Terra (balanced), and Luna (cheapest) all tuned for agentic tool calling. All thre…
The MCP Confused Deputy: Provenance Gaps, Instruction Injection, and DNS Rebinding in the Model Context Protocol
The Model Context Protocol is the connective tissue between LLMs and external systems — filesystems, databases, APIs, browsers, internal tooling. In a…
Stop writing Anthropic API wrappers and start using MCP
I spent the better part of the last decade writing enough boilerplate code to regret it. In the early PHP days, it was FTPing files; in the modern era…
Thank you @rushabdev — the most useful peer review MarketNow has received
Last week @rushabdev volunteered to peer-review two of the most sensitive parts of MarketNow: the payment system (USDC on Base + ACP/AP2 mandates) and…
Killing the Frontend: Building the Agent-Native Stack (Part 1)
For the last two decades, software engineering has followed a predictable formula: build a database, write an API, and build a massive, complex fronte…
Mexico’s PSM registry after CTA: what filings still matter
Mexico’s Public Registry of Commerce still runs through state-level implementation. Look up the same company twice and historical coverage can shift d…
Anatomy of a Pentest Dropbox: How Remote Internal Assessments Actually Work
When people imagine a penetration test, they picture someone on-site — badge on a lanyard, laptop open in a conference room. That still happens, but a…
Amazon Seller Competitor Research Methods: A Developer's Guide with Code
Author : Leo, Technical Lead at Pangolinfo Tags : amazon python api mcp web-scraping data-analysis Reading time : ~12 minutes TL;DR This tutorial walk…
Build a Read-Only Analytics Tool Before Giving Your Agent Actions
The fastest way to make an analytics agent impressive is to let it answer broad natural-language questions. The fastest way to make it dangerous is to…
🧩 Runtime Snapshots #19 - We Opened the Format.
Most things that ship under "browser MCP" are the same thing wearing different names: an autonomous agent with a do-anything tool, pointed at your bro…
Decoupling Prompt Engineering from your Deployment Pipeline
Engineering prompts inside your source code is a recipe for deployment fatigue. If you've spent any time moving an AI feature from a prototype to prod…
From REST to MCP (1/2): Different Dimensions
Intro An MCP server can look like another API layer: expose existing REST endpoints as tools and call it a day. Both receive input, execute backend lo…
Cursor + FFmpeg Micro: Ship Video Features Without Learning FFmpeg
Originally published at ffmpeg-micro.com You're building a product. Somewhere in the spec, there's a video feature: thumbnail generation, format conve…
Day 1/30: ReAct Pattern Explained
Day 1/30: ReAct Pattern Explained I was recently tasked with building a support bot that could handle customer inquiries about our company's products.…
Making an email API agent-native: llms.txt, a /api/me endpoint, and a zero-DNS sandbox sender
Most APIs are "agent-compatible": an agent can call them. Far fewer are agent-native : an agent can accomplish the whole job on its own, with no human…
Week 13: a second team is now running an AI agent on atomic HTLC swaps. Here is what that validates.
Title: Week 13: a second team is now running an AI agent on atomic HTLC swaps. Here is what that validates. Tags: mcp, ai, cryptocurrency, blockchain …
Indian Stock Market MCP: The Best MCP Servers for NSE & BSE Data (2026)
If you want an AI assistant that actually understands Indian markets, you need an Indian stock market MCP server. This guide compares the best MCP ser…
RAGFlow + MCP: Turning Your Best RAG Config Into a Production Assistant
You've found your best RAG settings. Now how do you turn them into a real assistant your team uses every day? In my previous post I covered how tools …
I Built a $0 Local AI Automation Stack: Agentic Coding + Market Data Over MCP
Serious AI-assisted development has a habit of turning into a stack of subscriptions: a coding-assistant plan, a market-data API, a backtesting servic…
The week in review: agents got wallets, rails, marketplaces and escrow. They still don't have settlement.
If you only tracked one part of the agent economy this June, you'd have missed how fast the rest of the stack is being built. So here's a roundup, and…
Re: Downloads are vanity — building observable install paths for agents
Great point @alexshev — downloads ARE a vanity metric. The real signal is: did the agent connect, complete a workflow, and self-diagnose failures? We …
Re: --network none is your best friend — here's our full sandbox config + gVisor update
Thanks @custralis for the great feedback on my article about Docker sandboxing ! You're 100% right — --network none alone isn't enough. Here's our act…
Your AI coding agent will happily ship a breaking API change. I built an MCP server to catch it.
Last month I watched Cursor confidently rename a field across an entire API, commit it, and open a PR. Clean diff, tests green, looked great. It had a…
Hybrid Container Governance: Scaling Patterns That Work
Hook The third WSL instance didn't need a reinstall. That's when I knew the pattern worked. WSL 1 had the full stack — six ark-* MCP servers, oh-my-mc…