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From understanding MCP to building your first Python MCP server, connecting tools, testing, security, and deploying it in production....
We asked Claude “Which CMS platforms support MCP integration?” It searched the web and put Webflow in its first group, Headless and SaaS CMS platforms with hosted MCP servers, sixth in the list, with this line: “A hosted server for managing sites thr...
Factory has released Droid 1.0, the largest update yet to the Factory Droid agent harness. The main change is programmatic tool calling, now on by default. The model writes a program that runs its tools. One model request can now drive hundreds of to...
10 MCP servers that let AI do things I didn’t even know were possible, from controlling phones to generating music and automating everyday…...
Your AI agent can give convincing answers and still make mistakes. These MCP servers help you inspect what happened, find the problem, and…...
I found MCP servers that can help AI agents investigate production errors, understand infrastructure, search the web, work with data…...
Language models are good at writing and reasoning, but they only know what they saw in training. That knowledge has a cutoff date, so anything that happened afterward is invisible to them. They also can’t look inside your database, read your codebase...
Codex uses MCP servers in the CLI, the IDE extension and the ChatGPT desktop app, all from one config. This guide covers adding local and remote servers, OAuth sign-in, config.toml options, tool approvals, and why a server's tools sometimes don't show up.
An AI agent doesn’t look tools up. It picks the closest match among every description it can see, so a new tool can quietly steal requests…...
The Model Context Protocol (MCP) helps connect LLMs to external tools, databases, and APIs. But giving AI agents hands and feet to take real-world actions introduces an entirely new attack surface....
This post was co-written with Nikhil Kumar and Shakir Khan from MoEngage....
Ask an agent to draft an email and you get a block of text, so changing even one comma or editing a couple of words involves an annoying copy and paste loop. Or you could ask the model to fix it, then wait for a change you could have made in seconds....
Many MCP servers do one thing. An agent asks for data, and the server hands it back. AWS’s James Ward thinks that leaves a lot on the table. The protocol works best, he told me, when the server acts less like a database and more like another voice in...
MentorAgent is an open-source library for .NET 10 that puts an AI agent between your systems and your users, and keeps it under your rules. On one side, the agent uses what you already have: the methods of your .NET application, the tools of MCP serv...
Suno now plugs into Claude, ChatGPT, Gemini, Claude Code and Cursor, so you can order a song from inside the chat. What it does,…
every product i use should just be a headless mcp, that feeds into an agent, where i never have to think about anything underneath....
Make Endpoints vs Composio: which one fits your code?
Why can your AI assistant suddenly read a support ticket, query a database or open a pull request, when the model behind it has never seen those systems? Part of the answer is a small piece of software most people never notice: the MCP client. The pr...
The repo is clean, the deploy is green, and your first users are signing up. But there’s no company behind the product yet. That means no entity to sign contracts, no EIN, and no business bank account. Forming one usually means closing your editor an...
A year ago, a platform team put LiteLLM in front of its apps. It was a good call. Thirty-odd services got one OpenAI-style endpoint, team keys, budgets and fallback through a single LLM gateway. Since then, the team has added two MCP servers and regi...
MCP server commands are the natural-language requests you make in AI assistants like Claude or ChatGPT. However, reliable AI answers depend on more than a prompt alone. To deliver trustworthy, actionable results, an MCP connection needs access to rel...
From tokens and embeddings to RAG, AI agents’ tool use, and prompt injection, learn the essential concepts behind building AI apps that…...
Security teams can now investigate six token risks directly at the endpoint level, making it easier to prioritize findings and take action across their API estate....
Your AI attack surface has two parts: the AI itself, and the places where AI runs. Apps, models, agents, and Model Context Protocol (MCP) servers now sit on laptops and servers, in network traffic, and inside SaaS and cloud platforms. That makes them...