MCP Server Frequently Asked Questions
Understand what an MCP server does, how tools and resources work, which transport to choose, and how to deploy one safely.
How to Audit Competitor Websites With Claude and MCP
Build a traceable competitor website audit with Claude, web search, page retrieval, browser tools, and MCP. Capture pages and separate evidence from inference.
How to Integrate MCP with the OpenAI Assistants API
The Assistants API is deprecated. Learn the current Responses API MCP pattern, migration steps, authorization, security, and troubleshooting.
How to Use Browser Automation with Any Language Model
Connect any language model to a real browser with a controlled observe–act–verify loop, reliable locators, runnable Playwright code, and safety checks.
Multimodal AI: Definition and How It Works
Learn what multimodal AI is, how models combine text, images, audio and video, where it works, and how to build reliable applications.
Roo Code: AI Coding Assistant for VS Code
Roo Code was an open-source VS Code coding agent, but its official project shut down on May 15, 2026. Learn what it did, its risks, costs, and alternatives.
How to Build a Question-Answering System from a PDF
Build a grounded PDF question-answering system with parsing, chunking, embeddings, retrieval, citations, evaluation, and production troubleshooting.
The Developer’s Guide to AI Web Scraping
Build an AI scraper that handles JavaScript safely: robots.txt, isolated browsers, prompt-injection defenses, and auditable extraction.
Cursor: AI-Powered Code Editor
Learn what Cursor is, how its AI coding workflows work, what it costs, and how to evaluate privacy, models, integrations, and alternatives.
How to Build an AI Code Generation Tool
Build a code generation tool that gathers repository context, safely uses tools, runs checks, and returns changes for developer review.
HTML to Image API for AI Agents
Learn how AI agents turn HTML or URLs into reliable PNG, JPEG, WebP, and PDF outputs with APIs, browser controls, code, and troubleshooting.
How to Use Browser-Use for AI Browser Automation and Scraping
Install Browser Use, choose cloud, CLI or Python, automate dynamic sites, scrape structured data, troubleshoot failures and add screenshots.
Claude Code: AI-Powered Coding Assistant
Learn what Claude Code can do, where it runs, how access and permissions work, and how to use it safely in real projects.
Claude Desktop: AI Assistant for Developers
Learn what Claude Desktop offers developers, how to install it, connect MCP tools, secure extensions, and add screenshot automation.
How to Use Goodreads Data for AI Applications
Learn which Goodreads data routes are authorized, how to build a defensible AI dataset, and how to avoid API, licensing, privacy, and quality traps.
How to Start an AI Browser Automation Task
Start with a measurable outcome, limited browser permissions, and a way to verify the result. This guide walks through a safe Playwright setup and managed options.
How to Give a LangChain Agent Website Screenshots
Connect a LangChain agent to a controlled Playwright browser, return fresh screenshots after key actions, and use accessibility snapshots to interact reliably.
How to Build an AutoGPT Agent for Web Scraping
Build a reliable AutoGPT web scraper with schemas, Selenium, validation, retries, safety controls, and a production-ready workflow.