AUTOMATIONSWITCH
Editorial · Reviews · Field guides

Reviewedby builders.Built for shipping.

Editorial reviews and field guides on MCP servers, agentic frameworks, skills, coding assistants, and the tools moving automation forward. 173 servers reviewed, 17 frameworks scored, 27 coding assistants compared.

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Where to startCurated
Editor’s wedgeLead

The SKILL.md Directory

The configuration primitive every agent builder is reaching for, indexed and editorially reviewed. Start here if SKILL.md is new to you.

436 sessions / 90dRead the directory →
Directory

Where to find MCP servers

14 directories ranked. Every major index compared, with notes on what each is best for.

Tool

Tools

Configurators, calculators, decision engines.

Directory

AI Coding Assistants

14 scored on speed, MCP support, and pricing transparency.

173MCP Servers Reviewed17Agentic Frameworks7,530Skills Indexed27Coding Assistants Scored
Cited 200+ times daily by AI SearchLive counts · auto-updating
Latest ArticlesView all →
Editor’s pick· Case Study

How a 28-Day-Old Site Got Cited 1,400 Times by AI Assistants

Automation Switch dogfood case study. Concrete narrative with full citation data. Demonstrates the agent-readability methodology working at the smallest possible scale.

Case StudyMay 202611 min readRead →
01Deep Dive

AEO and GEO Explained: The Agent Legibility Prerequisite

AEO and GEO are the editorial layer of AI search visibility. Agent Legibility is the substrate underneath. Most AEO guides skip the prerequisite. This one starts there.

May 202612 min readRead →
02Tool Guide

Best Automation Tools for Small Businesses Adopting AI

Five tools to install first when starting from zero with AI. ChatGPT Team, Wispr Flow, Notion AI Business, Make, and Apify or Firecrawl, sequenced across thirty days from week one.

May 202613 min readRead →
03Deep Dive

We Audited 103 Publisher Sites for Agent Legibility: Here Is What We Found

103 publisher sites scored for AI agent legibility. Full dataset, named leaderboard, and the five fixes that lift any site forty points in a single sprint.

May 202618 min readRead →
04Tool Guide

Best Automation Tools for Small Businesses Scaling Past 10 People

Hitting 10 to 25 employees changes which automation tools earn their seat. n8n Cloud Pro, Make Pro, monday Pro, ClickUp Business: the upgrade-tier stack at $2,500 to $4,500 a year for fifteen people.

May 202616 min readRead →
New: Skills Hub
The SKILL.md Directory

The index the agent ecosystem has been missing. Browse, filter, and copy SKILL.md files by domain, platform, and use case. Built with Firecrawl. Growing weekly.

Browse the Directory →
7,530
Skills Indexed
ResourcesView all →

Visual breakdowns. Long-form research distilled into scrollable infographics. 4 in the library.

Visual breakdown

Hyperautomation vs Agentic AI

7 sections · scrollable
Visual breakdown

Agent Skills Landscape

7 sections · scrollable
Visual breakdown

MCP Security Visual Audit

9 sections · scrollable
Visual breakdown

AI Coding Assistants Scorecard

5 sections · scrollable
ToolsView all →

Platform Selector

Score Zapier, Make, n8n, and the rest against your team shape, workload, and migration tolerance. Five-axis decision in three minutes.

Live

Token Generator

Generate the design tokens behind any AS-style component: surface, border, eyebrow, type scale. Copy as CSS or Tailwind.

Live

Automation Prioritizer

Rank candidate automations by ROI, time saved, and execution difficulty. Surface the workflows worth building first.

Live