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10 MCP Servers I Wish I Knew About Earlier

6 min read5 days ago

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MCP servers are becoming one of the easiest ways to give AI assistants access to tools, applications, and real data.

But when you search for MCP servers, you keep seeing the same names. GitHub, Playwright, Filesystem, and a few others appear in almost every list.

Those are useful, but there are plenty of specialized projects that deserve attention.

I looked for MCP servers that solve different problems, from building automations to searching databases and even controlling music production software.

Here are 10 MCP servers worth exploring if you want to get more out of your AI assistant.

1. n8n MCP Community

GitHub repository

If you use n8n, you know that building workflows involves configuring nodes, connecting them, and figuring out why something fails.

n8n MCP Community lets an AI assistant inspect and manage a self hosted n8n instance. Depending on its configuration, it can help you inspect workflows, check executions, explore nodes, and investigate errors.

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Arham Ali
Arham Ali

Written by Arham Ali

Software developer building AI apps, automation tools, and web scrapers. I share real code, freelance lessons, and practical solutions to real coding problems.

Python in Plain English
Python in Plain English

Published in Python in Plain English

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