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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PAPI

## PAPI **PAPI keeps you in control of what you're building, across every AI tool you and your team use.** AI coding tools write…

AIBIMTool

Design buildings as IFC4 BIM models from a text brief. An AI architect that plans, builds and edits floor plans, walls, doors, windows and…

Seqora

MCP server built into Seqora, a desktop database client for macOS and Windows. Agents reach your PostgreSQL, MySQL, MariaDB and SQLite connections by name...

Frontrun

VC follow intelligence for AI agents. Track what top investors follow on X — detect new follows, convergence signals, and trending companies before they're…

RealAI

US real estate data for professionals: multifamily rents and occupancy, property records, demographics and migration for every market, submarket, county...

Hea

UK health companion for Claude and ChatGPT: a check-up plan from NICE and NHS guidance, your lab results beside past results with questions for…

Xiangguangyu Skills

# Xiangguangyu Skills MCP Server A collection of 5 professional AI skills exposed as MCP tools, covering personality analysis, fact-checking, business forensics, game audio…

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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.