MCP Servers

Find MCP servers that connect AI assistants to useful tools and data. Explore what each server does, its setup and its documentation.

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Schemagate

Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read.

file2markdown

The official MCP server for file2markdown.ai — it gives Claude, Cursor, and any MCP client deterministic document conversion as a tool.

Trimtab AIS

Machine-readable ship & port truth for AI agents — free MCP server over continuously own-recorded AIS at 8 US container gateways.

Roundtable

Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and…

Uisight

Your AI can already see the screen — it just can't measure it. Live mobile+desktop sessions, a measurement engine (contrast, touch targets, theme…

dxpert UNS tools

MCP server for industrial namespace validation — Sparkplug B linter, UNS convention checker, and a free AI-readiness diagnostic. No API key required.

Scumble

Free, open-source desktop editor for AI inpainting: select, prompt, get a colour-matched layer.

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MCP Servers FAQ

What is an MCP server?

An MCP server exposes tools or data through the Model Context Protocol so a compatible AI client can use them. Each project has its own installation, authentication and permission requirements.

How do I install an MCP server?

Open a server’s page for its getting-started notes, compatibility and sources, then follow the original project’s documentation for your AI client.

What should I check before installing one?

Entries link to the original documentation. Check access requirements, costs and maintenance there before installing, and grant a server only the access it needs.