MCP Server Categories
Browse Model Context Protocol servers by use case across 10 categories, from developer tools to databases and browser automation.
Developer Tools
2 serversMCP servers that connect AI assistants to code, repositories, and developer workflows.
Browser Automation
2 serversMCP servers that let AI assistants control a browser to navigate, click, and extract pages.
Web Scraping & Crawling
2 serversMCP servers that fetch, crawl, and convert web content into clean data for AI assistants.
Search & Retrieval
1 serversMCP servers that give AI assistants live web search and document retrieval.
Databases
2 serversMCP servers that let AI assistants query and manage databases safely.
Cloud & Infrastructure
2 serversMCP servers that connect AI assistants to cloud platforms and infrastructure APIs.
Payments
1 serversMCP servers that let AI assistants work with billing, payments, and financial APIs.
Monitoring & Observability
2 serversMCP servers that surface logs, metrics, and errors to AI assistants.
Productivity & Docs
2 serversMCP servers that connect AI assistants to docs, wikis, and team productivity tools.
Files & Storage
2 serversMCP servers that give AI assistants access to files, drives, and object storage.
Frequently asked questions
How are MCP servers categorized?
Each MCP server is grouped by its primary use case — for example developer tools, databases, browser automation, or search.
Which MCP server category should I choose?
Pick the category that matches the system you want your AI assistant to work with, then compare servers by stars, freshness, and supported clients.
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