AUTOMATIONSWITCH
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Automation guides, workflow breakdowns, and tool deep-dives. Everything we know about making systems work together.

// Start here
Tool Guide
15 min
Best Automation Tools for Small Businesses in 2026 (The Complete Guide)
The complete guide to automation tools for small businesses in 2026. Category breakdowns, real recommendations, and a framework for choosing what to automate first.
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Deep Dive
9 min
SKILL.md Files: The Agent Skills Directory
SKILL.md files are the configuration layer for AI agent behavior. How they work, how to write them, and the emerging directory of community-built skills.
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Fundamentals
12 min
What a Good Automation Audit Should Actually Include
What separates a useful automation audit from a box-ticking exercise. The checklist, questions, and deliverable that leads to better workflows.
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Tool Guide
15 min
Top 10 MCP Servers for Automation Builders in 2026
The 10 MCP servers that matter most for automation builders. Hands-on evaluation of each server's capabilities, setup friction, and production readiness.
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// Explore the ecosystem
MCP Directory →
Every MCP server directory scored and indexed. Find the right discovery layer for your stack.
Skills Hub →
The canonical index of SKILL.md file sources for AI coding agents.
Agentic AI →
Frameworks, protocols, and production patterns for builders working with agents in real systems.
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Map of MCP server discovery sources showing directories, registries, and meta-indexes across the ecosystem
Tool Guide
12,000+ servers across directories, registries, and indexes.

Where to Find MCP Servers in 2026: Every Directory, Registry, and Index

The navigation guide to MCP server discovery across 12,000+ servers. Compare PulseMCP, Smithery, Glama, MCP.so, the official registry, and every major index to find the right one for your workflow.

Apr 2026
10 min read
Automation Switch
Deep Dive
How We Made AutomationSwitch Readable by AI Agents, and What We Learned
Apr 2026
12 min
Tool Guide
Wispr Flow Review: The Automation Hack That Changed How I Think, Not Just How I Type
Apr 2026
15 min
The five-layer solo founder automation stack: workflow orchestration, AI content, email and audience, CRM and sales, and research and data
Tool Guide
The five-layer stack
Best Automation Tools for Scaling Without Hiring in 2026
A five-layer automation stack replaces your first hire for $100 to $300/month. The complete tool guide with cost math, real workflows, and a 90-day build sequence.
Apr 2026·12 min
Python code editor showing a minimal MCP server with tool registration and handler functions
Deep Dive
How to Build Your First MCP Server (Python, Under 100 Lines)
Most MCP tutorials are either too abstract or too long. Here is a working MCP server in Python in under 100 lines, exposing real tools, testable with Claude Code.
Apr 2026·15 min
Featured image for: Top 10 MCP Servers for Automation Builders in 2026
Tool Guide
Top 10 MCP Servers for Automation Builders in 2026
The 10 MCP servers that matter most for automation builders. Hands-on evaluation of each server's capabilities, setup friction, and production readiness.
Apr 2026·15 min
The four-step workflow audit framework: map the current state, identify bottlenecks, score automation potential, and prioritise by hours saved
Fundamentals
Map it before you automate it
How to Audit a Workflow Before You Automate It
Most automation projects fail because the workflow was never mapped properly first. This framework shows how to audit a workflow before you automate it.
Apr 2026·10 min
Featured image for: What a Good Automation Audit Should Actually Include
Fundamentals
What a Good Automation Audit Should Actually Include
What separates a useful automation audit from a box-ticking exercise. The checklist, questions, and deliverable that leads to better workflows.
Apr 2026·12 min
Featured image for: The Cold Outreach Automation Stack: Research to Send in 2026
Deep Dive
The Cold Outreach Automation Stack: Research to Send in 2026
The complete cold outreach automation stack for 2026: from prospect research to personalized send, without hiring an SDR or touching a spreadsheet.
Apr 2026·12 min
Featured image for: Notion Component Library Sync Demo
Deep Dive
Notion Component Library Sync Demo
A live sync demo showing how a strict Notion component grammar maps into Sanity schema blocks and renders with parity on Automation Switch.
Apr 2026·12 min
Featured image for: Airtable vs Notion as an Automation Platform: Which One Ships Workflows
Deep Dive
Airtable vs Notion as an Automation Platform: Which One Ships Workflows
Airtable and Notion are both 'flexible databases.' But when you need one to actually run your operations, only one of them holds up. We show you which.
Apr 2026
Featured image for: Best Automation Tools for Small Businesses in 2026 (The Complete Guide)
Tool Guide
Best Automation Tools for Small Businesses in 2026 (The Complete Guide)
The complete guide to automation tools for small businesses in 2026. Category breakdowns, real recommendations, and a framework for choosing what to automate first.
Apr 2026·15 min