Blog
Guides, tutorials, and news about MCP servers and AI-powered development.
Best AI Editor for MCP: Claude Code vs Cursor vs VS Code vs Windsurf (2026)
Compare the 6 AI editors that support MCP servers. Side-by-side breakdown of setup difficulty, features, context window, pricing, and developer experience.
MCP for Enterprise Teams: Security, Governance, and Scale
How enterprise engineering teams can adopt MCP servers safely. Covers security review, permissions model, team-wide configs, and governance best practices.
MCP Server Ecosystem in Numbers: 2026 Stats and Trends
Original research on the MCP server ecosystem. Token costs, tool counts, popularity metrics, and category breakdowns from analyzing 60+ servers.
Best MCP Servers for AWS Developers in 2026
Connect your AI coding assistant to AWS services. The best MCP servers for S3, Lambda, DynamoDB, CloudFormation, and more.
Best MCP Servers for Data Engineers in 2026
Connect your AI assistant to databases, data pipelines, and analytics tools. The best MCP servers for PostgreSQL, BigQuery, Snowflake, and dbt.
What Is MCP? The Model Context Protocol Explained for Developers
MCP (Model Context Protocol) connects AI coding assistants to external tools and data. Learn what it is, how it works, and why every major AI editor now supports it.
How to Fix Common MCP Server Connection Errors
Troubleshooting guide for MCP server issues. Fix 'server failed to start', timeout errors, missing tools, and environment variable problems across all clients.
How to Secure Your MCP Server Setup — Best Practices
Security best practices for MCP servers. API key management, permission scoping, network isolation, and protecting your development environment.
Why MCP Registries Are Failing You (And What To Use Instead)
There are 17+ MCP registries and directories. None of them tell you which servers are actually good. Here's why the registry model is broken and what the alternative looks like.
MCP Server Troubleshooting: Fix the 10 Most Common Errors
MCP server not connecting? Timing out? Crashing your editor? Here are the 10 most common MCP errors across Claude Code, Cursor, VS Code, and Windsurf — with fixes that actually work.
How to Choose MCP Servers That Won't Break Your Editor
Most MCP servers are poorly maintained, badly documented, or outright broken. Here's what to look for — and what to avoid — when picking servers for your workflow.
How to Cut Your MCP Token Costs in Half
Your MCP servers are eating your context window and your budget. Here's a practical guide to auditing token usage, building lean stacks, and saving money.
Too Many MCP Servers? How to Build a Lean, Efficient Stack
Your MCP setup is eating your context window. Here's how to audit your servers, cut token bloat, and build a lean stack that actually makes your AI assistant smarter.
Firecrawl MCP vs Jina Reader MCP: Which Web Scraping Server Should You Use?
Side-by-side comparison of Firecrawl MCP and Jina Reader MCP — features, token usage, pricing, and which web scraping approach fits your AI workflow.
Supabase MCP vs Firebase MCP: Which Backend Server Should You Use?
Side-by-side comparison of Supabase MCP and Firebase MCP servers — features, token usage, setup complexity, and which one fits your workflow.
GitHub MCP vs GitLab MCP: Which Source Control Server Should You Use?
Comparing GitHub MCP and GitLab MCP servers — features, token usage, CI/CD integration, and which fits your development workflow.
Playwright MCP vs Puppeteer MCP: Which Browser Testing Server Wins?
Head-to-head comparison of Playwright MCP and Puppeteer MCP — capabilities, token cost, browser support, and when to use each one.
Brave Search MCP vs Exa MCP vs Tavily MCP: Which Search Server Should You Use?
Side-by-side comparison of the three search MCP servers. Keyword search vs semantic search, token usage, pricing, and which fits your workflow.
Postgres MCP vs SQLite MCP vs MySQL MCP: Which Database Server Should You Use?
Side-by-side comparison of the three database MCP servers. Features, token usage, setup complexity, and which one fits your project.
Build a Code Review MCP Stack That Actually Works
How to build an AI-powered code review stack using MCP servers for GitHub PRs, testing, error tracking, and structured reasoning. Practical configs included.
Best MCP Servers for Remix Developers
The essential MCP servers for Remix development — Supabase for database, Playwright for testing, Cloudflare for deployment, and more. Curated stack with config.
Best MCP Servers for Content Creators in 2026
The best MCP servers for content creation — Notion for writing, Exa for research, Brave Search for sourcing, Todoist for editorial workflow.
Best MCP Servers for React Native Developers
The essential MCP servers for React Native development — from Expo tooling to device testing and debugging. A curated stack with ready-to-copy configs.
Best MCP Servers for Open Source Maintainers in 2026
The best MCP servers for OSS maintainers — GitHub for triage, Linear for roadmaps, Slack for community, Sentry for bugs, Notion for docs.
Best MCP Servers for Technical Writers in 2026
The best MCP servers for technical writing — Notion for docs, Filesystem for source code, Exa for research, Context7 for API references.
Best MCP Servers for Mobile Developers in 2026
The best MCP servers for mobile development — Supabase for backend, Figma for design, Playwright for web views, Sentry for crash reports.
Best MCP Servers for Data Scientists in 2026
The best MCP servers for data science — Postgres for queries, SQLite for experiments, Exa for research papers, and structured reasoning for analysis.
Best MCP Servers for Indie Hackers in 2026
The essential MCP servers every solo developer needs to build and ship faster. Supabase, Stripe, GitHub, Vercel, and Sentry — configured in seconds.
Best MCP Servers for AI/ML Engineers in 2026
The best MCP servers for AI and machine learning work — Exa for research, Context7 for framework docs, Memory for persistent context, and more.
Best MCP Servers for WordPress Developers in 2026
The best MCP servers for WordPress — WordPress MCP for site management, MySQL for database, Filesystem for themes, Context7 for hooks and filters.
Best MCP Servers for Next.js + Supabase Projects in 2026
The best MCP servers for the Next.js and Supabase stack — Supabase MCP for database, Vercel for deployment, Context7 for docs, Magic for UI, Stripe for payments.
Best MCP Servers for React + Firebase in 2026
The best MCP servers for React and Firebase — Magic for components, Figma for design, Playwright for testing, Context7 for SDK docs.
Best MCP Servers for Ruby on Rails in 2026
The best MCP servers for Rails — Postgres for Active Record, Docker for services, Playwright for system tests, Context7 for Rails docs.
Best MCP Servers for Python FastAPI Development in 2026
The best MCP servers for Python FastAPI — Postgres for SQLAlchemy, Docker for deployment, Context7 for Pydantic docs, and GitHub for CI.
Best MCP Servers for Java Spring Boot Development in 2026
The best MCP servers for Java Spring Boot — Postgres for JPA, Docker for containerization, Context7 for Spring docs, and Sentry for error tracking.
Best MCP Servers for Laravel PHP Development in 2026
The best MCP servers for Laravel — MySQL for Eloquent, Docker for Sail, Redis for queues, Context7 for docs, and GitHub for code review.
Best MCP Servers for Designer-Developers in 2026
The best MCP servers for bridging design and code — Figma for specs, Magic for component generation, Playwright for preview, Tailwind for styling.
Best MCP Servers for QA and Testing in 2026
The best MCP servers for QA — Playwright and Puppeteer for browser testing, Sentry for error data, GitHub for CI, and Filesystem for test fixtures.
Best MCP Servers for DevOps Engineers in 2026
The best MCP servers for DevOps — Docker for containers, Kubernetes for orchestration, Cloudflare for edge, GitHub for CI/CD, Sentry for monitoring.
Best MCP Servers for Full-Stack Developers in 2026
The best MCP servers for full-stack development — Supabase for backend, Stripe for payments, Playwright for testing, Vercel for deployment.
Best MCP Servers for Backend Developers in 2026
The best MCP servers for backend development — Postgres for database, Docker for containers, GitHub for code review, Sentry for monitoring.
Best MCP Servers for Frontend Developers in 2026
The best MCP servers for frontend development — Playwright for testing, Figma for design handoff, Context7 for docs, and more.
How to Set Up and Use the Filesystem MCP Server — Complete Guide
Step-by-step guide to the Filesystem MCP server. Read files, write code, search directories, and manage project structure from your AI assistant.
How to Set Up and Use the Stripe MCP Server — Complete Guide
Step-by-step guide to the Stripe MCP server. Create products, manage subscriptions, handle invoices, and debug payments from your AI coding assistant.
How to Set Up and Use the Playwright MCP Server — Complete Guide
Step-by-step guide to browser automation with Playwright MCP. Navigate pages, fill forms, take screenshots, and run accessibility checks from your AI editor.
How to Set Up and Use the Supabase MCP Server — Complete Guide
Step-by-step guide to the Supabase MCP server. Query databases, manage migrations, create Edge Functions, and monitor your project from your AI editor.
How to Set Up and Use the GitHub MCP Server — Complete Guide
Step-by-step guide to the GitHub MCP server. Create PRs, manage issues, review code, and automate workflows directly from your AI coding assistant.
How to Set Up MCP Servers in Continue.dev: Complete Guide
Step-by-step guide to configuring MCP servers in Continue.dev. Learn the YAML config format, where the file lives, and how to troubleshoot common issues.
How to Set Up MCP Servers in Windsurf: Complete Guide
Step-by-step guide to configuring MCP servers in Windsurf. Learn where the config file lives, the JSON format differences, and how to troubleshoot setup issues.
How to Set Up MCP Servers in Claude Code — Complete Guide
Step-by-step guide to configuring MCP servers in Claude Code CLI. Learn project vs global config, the mcp add command, permissions, and troubleshooting.
How to Set Up MCP Servers in Cursor — Complete Guide
Step-by-step guide to configuring MCP servers in Cursor. Learn the config format, where to put the file, and how to troubleshoot common issues.
WebMCP Implementation Guide for React and Next.js
Add WebMCP to your React or Next.js app so AI agents can interact with your UI. Step-by-step guide with hooks, components, and real code examples.
WebMCP for Ecommerce: How to Make Your Online Store AI-Agent Ready
AI agents will browse and buy from your store. WebMCP lets you expose product search, cart actions, and checkout to any AI agent — here's how to implement it.
WebMCP vs MCP: What's the Difference and Why It Matters
MCP connects AI to tools in your editor. WebMCP extends that to the browser. Here's a clear comparison of both protocols and what they mean for developers.
From MCP to WebMCP: Both Sides of the AI Development Coin
MCP servers help you build apps with AI. WebMCP lets AI agents use those apps. Here's how these two protocols connect — and why you need to understand both.
What is WebMCP? The New Browser Standard for AI Agents Explained
WebMCP brings the Model Context Protocol to the browser, letting AI agents interact with web pages through a standardized interface. Here's what it means for developers.