MCP Design in the Real World
When we started Project Brain's MCP server, we followed a common pattern: every new need got a new tool. It felt productive at first. But after a whil…
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MCP Just Got Its First Major Funding — Why This Protocol Is the USB-C of AI (And How to Build Your Own Server)
MCP Just Got Its First Major Funding — Why This Protocol Is the USB-C of AI (And How to Build Your Own Server) TL;DR: Manufact, a YC-backed startup, j…
Get Your Hands Dirty - AgentCore - Runtime / MCP Server Deployment
Production-Ready Tools with Bedrock AgentCore Runtime Deploying custom tools at scale requires more than just local functions; it requires managed inf…
MCP handles tools. A2A handles agents. What handles humans?
There's a debate happening right now in every team building with AI agents: MCP or A2A? It's a good debate. Both protocols are real, well-specified, a…
Setting up memoclaw-mcp for OpenClaw
Your OpenClaw agent wakes up fresh every session. You correct it, it apologizes, and next time it makes the same mistake. If you've been through this …
How to Give Claude GPU Superpowers with GPU-Bridge MCP
How to Give Claude GPU Superpowers with GPU-Bridge MCP What if Claude could generate images, transcribe audio, clone voices, and run video analysis — …
Improving RAG Systems with PageIndex
Retrieval-Augmented Generation (RAG) has quickly become one of the most practical ways to build AI applications on top of custom data. From documentat…
I Was So Angry, I Actually Shipped It
A while ago I wrote about how I was fed up enough with project management tools to build my own. No URL. No code. Just a rant and some screenshots of …
Implementing Visual Audit Trails for LLM Agents in Production — A Step-by-Step Guide
Implementing Visual Audit Trails for LLM Agents in Production — A Step-by-Step Guide Your LLM agent is live in production. It's handling 500+ customer…
Неофициальный Python-клиент для alphaxiv: как мы нашли скрытый API и упаковали его в пакет
У alphaxiv.org есть API — но найти его было непросто: публичная документация появилась совсем недавно, а до этого единственный способ разобраться в то…
We Scanned 17 Popular MCP Servers — Here's What We Found
The Model Context Protocol (MCP) is quickly becoming the standard for connecting AI agents to external tools. Claude Desktop, Cursor, Windsurf, and do…
Your AI Agent Is Making Things Up Instead of Looking Things Up
We caught our LLM fabricating an entire blog section instead of restoring lost credentials. Here is the tool we built so it never happens again. Your …
I Discovered the Ultimate Multi-Agent Coding Setup with Budget Controls 🔥
Your team uses Claude Code for refactoring. Cursor for autocomplete. GitHub Copilot for quick fixes. All good tools. Then the bill arrives. This is th…
How to Add Visual Audit Trails to Your OpenClaw Agent with PageBolt
How to Add Visual Audit Trails to Your OpenClaw Agent with PageBolt OpenClaw just crossed 68k stars on GitHub — it's the most popular open-source agen…
MCP Server with .Net
With the release 1.0 of the official ModelContextProtocol .Net SDK , we are ready to make a MCP Server fully compliant with MCP specs and entirely in …