A developer built an MCP server in Python in about 10 minutes using the official SDK, implementing a single tool that counts words, characters, and lines in text. The server connects to Claude Code vi…
A developer has published a practical AI agent security audit checklist with 8 critical tests for production deployments, based on over 1,730 verified findings across 12 codebases. The checklist inclu…
A developer integrated Google's Gemini Omni Flash model into a FastMCP server to create a stateful video generation skill for the Antigravity CLI, enabling iterative refinement via interaction IDs. Th…
A developer has built a stateful image generation workflow using Google's Gemini 3.1 Flash Lite Image model (NB2Lite) wrapped in an MCP server, enabling iterative edits without losing visual context. …
A developer built a stateful image-editing skill for Google Antigravity CLI by wrapping Google's gemini-3.1-flash-lite-image model (NB2Lite) in a FastMCP server. The skill leverages Gemini's Interacti…
A developer built omni-skill-claude, a Claude Code skill that wraps Google's gemini-omni-flash-preview model in a FastMCP server, enabling stateful video editing from the terminal. The skill leverages…
A developer has deployed a Gemini Interactions API server that maintains visual context across image edits using an interaction_id, enabling iterative refinement without re-describing the entire scene…
A developer discovered that while their requirements.txt pins the MCP library version, the actual contract their MCP server exposes to agents—tool names, parameter shapes, and descriptions—is generate…
A developer built a stateful image-editing skill for Claude Code by wrapping Google's gemini-3.1-flash-lite-image model in a FastMCP server. The tool, called nb2lite-skill-claude, uses Gemini's Intera…
A developer has created tpu-management, a Claude Code skill and MCP server that automates the full lifecycle of serving Gemma 4 on Google Cloud TPUs, from zone selection and VM creation to benchmarkin…
A developer building an MCP server that combines GitHub and DEV.to into agent-callable tools chose FastMCP's decorator API over hand-rolling JSON-RPC, finding that the low-level protocol adds 'unneces…
A developer built a custom MCP (Model Context Protocol) server that exposes tools to AI agents, including a RAG search tool that queries a separate FastAPI service. The architecture enables AI agents …
A developer built a single Python MCP server that exposes image-generation tools via the Model Context Protocol, allowing three different AI agents—a Google ADK agent, a Rust CLI client, and Claude Co…
A developer built a local MCP server in about 60 lines of Python that lets Claude search and read their blog posts. The server uses the stdio transport and requires only uv and Claude Code, with no de…
A developer designing safe database access for AI agents using the Model Context Protocol (MCP) argues that agents should never execute arbitrary SQL and instead rely on domain-level operations such a…
Prefect, a provider of a Python-based workflow automation platform, has agreed to acquire Dagster Labs, a declarative orchestration platform for data pipelines, to drive AI workflow automation. Prefec…
An engineer explains why directly wrapping REST APIs as MCP tools is a bad default, highlighting key differences in runtime environments. REST encodes control in application logic, while MCP moves con…
An engineer building an automated trading system on Claude Code developed MCP (Model Context Protocol) servers to give Claude direct, safe access to production tools. By creating narrow, sandboxed fun…
The author of the FastMCP Node.js framework is seeking help from someone at GitHub or the NPM team to rename the unused npm package 'vite-mcp' to 'vitemcp', after being denied by support due to securi…
FastMCP, a framework for building MCP servers, faces security and access control challenges when connecting to real company data. Developers must address authentication, logging, and tool selection to…