MCP Server Exploitation Is the Attack Surface Nobody Audited Yet
Five tonight-actionable audit checks for MCP servers, plus a Python client wrapper that scores tool-description trust before the model ever sees them.
#MCP
1070 articles tagged with MCP
Configuring Tool Traces In Your MCP Gateway
An Agent makes a call to an LLM. The LLM decides which MCP server tool should be used for a task. The...
I Built Postman for MCP Servers Because Debugging JSON-RPC Shouldn't Be Hell
If you're building with the Model Context Protocol (MCP), you already know the pain. You write a...
Stop Hand-Rolling AI Glue: Claude 4 MCP + Spring AI is the New Enterprise Standard
Stop Hand-Rolling AI Glue: Claude 4 MCP + Spring AI is the New Enterprise Standard In...
MCP Spine v0.2.5: I Built a Full Middleware Stack for MCP Tool Calls
Last month I shipped MCP Spine v0.1 — a basic proxy that sat between Claude Desktop and MCP servers....
Corrigindo crashes de GPU/display no Windows usando MCP Server e IA (#ai #mcp #windows #troubleshoot #nvidia)https://rac...
Corrigindo crashes de GPU/display no Windows usando MCP Server e IA (#ai #mcp #windows #troubleshoot #nvidia)https://raccoon.ninja/pt/post/dev/fixing-gpu-display-crashes-on-windows...
Fixing GPU/display crashes on Windows using MCP Server and AI (#ai #mcp #windows #troubleshoot #nvidia)https://raccoon.n...
Fixing GPU/display crashes on Windows using MCP Server and AI (#ai #mcp #windows #troubleshoot #nvidia)https://raccoon.ninja/post/dev/fixing-gpu-display-crashes-on-windows-using-mc...
How I Built a 12-Tool MCP Server for AI Agents in 4 Hours (and What It Taught Me About 2026 Scraping)
The Model Context Protocol (MCP) standard is becoming the default way to expose tools to LLMs in...
The Open-Source Local Sandbox Agents, MCP Servers, and Unknown Apps Actually Need
There's a conversation developers keep having right now, and it's the same conversation in three...
Cross-Network Agent Task Delegation: MCP vs. A2A vs. Pilot Protocol
The transition from isolated, single-agent environments to distributed multi-agent systems has...
A2A + MCP — The Two Protocols That Were the Actual Story of Google Cloud NEXT '26
This is a submission for the Google Cloud NEXT Writing Challenge Hey, I'm Saquib. I've been deep...
alash3al/stash: Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Routing 30+ image models with one MCP server
Most image-model wrappers pick one model and call it. DALL-E, Imagen, Stable Diffusion, Flux — pick...
MCP en Producción: Por Qué el Model Context Protocol Va a Rediseñar tu Arquitectura de Agentes (y Cuánto Te Va a Costar Ignorarlo)
Tu equipo lleva semanas intentando que sus agentes de IA accedan de forma fiable a herramientas...
Model Context Protocol (MCP): как ИИ-агенты «разговаривают» с внешним миромЕсли вы читали или смотрели видео про MCP, то...
Model Context Protocol (MCP): как ИИ-агенты «разговаривают» с внешним миромЕсли вы читали или смотрели видео про MCP, то наверняка сталкивались с таким комментарием: «Спасибо, ещё ...
Your MCP server probably has too many tools
I built Beacon with 30-40 tools mirroring my REST API. It hallucinated constantly. The fix wasn't better prompts. It was fewer tools.
MCP Auth That Actually Works: OAuth for Remote Servers
In the first post I showed what an AI does with 118 MCP tools. In the second I showed how we...
📰 How Anthropic’s Model Context Protocol Allows for Easy Remote ExecutionAs part of the effort to push Large Language Mo...
📰 How Anthropic’s Model Context Protocol Allows for Easy Remote ExecutionAs part of the effort to push Large Language Model (LLM) ‘AI’ into more and more places, Anthropic’s Model ...
How Anthropic's Model Context Protocol Allows for Easy Remote Executionhttps://hackaday.com/2026/04/24/how-anthropics-mo...
How Anthropic's Model Context Protocol Allows for Easy Remote Executionhttps://hackaday.com/2026/04/24/how-anthropics-model-context-protocol-allows-for-easy-remote-execution/#AI #S...
AWS Bedrock's New MCP Tools Are a Game-Changer for Claude Code UsersAWS Bedrock has released new tools for the Model Con...
AWS Bedrock's New MCP Tools Are a Game-Changer for Claude Code UsersAWS Bedrock has released new tools for the Model Context Protocol (MCP), enabling developers to build custom ser...
🚀 New Ollama Model Release! 🚀Model: deepseek-v4-flash🔗 https://ollama.com/library/deepseek-v4-flash#Ollama #AI #LLM #mcp...
🚀 New Ollama Model Release! 🚀Model: deepseek-v4-flash🔗 https://ollama.com/library/deepseek-v4-flash#Ollama #AI #LLM #mcpo
Microsoft Fabric Just Exposed Its MCP Architecture. Here's What It Actually Changes for Data Teams.
Enterprise data platforms have spent decades building walls around their data. Microsoft just shipped...
How I'd Build a Multi-Tenant Digital Employee Platform: Multi-LLM Routing, Approval Gates, MCP, and SOC2-Ready Audit Trails
Why I wouldn't pick a single LLM — and the platform layer (Claude + GPT + Gemini + Grok, with...
Testing MCP Servers: The Five Gates Between Demo and Production
"MCP servers should be tested similarly to web and mobile applications." By the end of this...