MCP servers by capability
Browse 62,033 MCP servers by what they do: 48 capabilities in 12 groups, with live and verified counts.
Web
- web-search 6,422 servers · 3,803 up
- web-fetch 6,947 servers · 4,809 up
- browser-automation 960 servers · 132 up
- scraping 2,387 servers · 732 up
- http-api 22,908 servers · 11,893 up
Documents and files
- pdf-extract 816 servers · 187 up
- document-ocr 703 servers · 201 up
- docs-office 5,039 servers · 1,987 up
- spreadsheets 2,449 servers · 1,585 up
- file-system 5,826 servers · 1,134 up
Code
- git 990 servers · 87 up
- github 1,093 servers · 226 up
- gitlab 60 servers · 25 up
- code-execution 5,846 servers · 1,428 up
- code-search 4,355 servers · 1,383 up
- ci-cd 789 servers · 77 up
Cloud and infrastructure
- kubernetes 144 servers · 6 up
- cloud-aws 492 servers · 99 up
- cloud-gcp 181 servers · 62 up
- cloud-azure 149 servers · 25 up
Data
- database-sql 5,550 servers · 3,095 up
- database-nosql 602 servers · 259 up
- vector-search 648 servers · 49 up
- memory 3,854 servers · 1,194 up
Observability and security
- monitoring 2,694 servers · 669 up
- logs 890 servers · 128 up
- security-scan 2,822 servers · 719 up
- auth-identity 3,315 servers · 1,446 up
Communication
- email 3,193 servers · 1,247 up
- calendar 1,109 servers · 451 up
- chat-slack 1,756 servers · 437 up
- chat-discord 143 servers · 36 up
- chat-teams 47 servers · 7 up
Work management
- issue-tracking 1,865 servers · 469 up
- project-management 1,408 servers · 228 up
- notion 60 servers · 9 up
- crm 1,732 servers · 510 up
Commerce and finance
- payments 4,454 servers · 1,956 up
- ecommerce 2,756 servers · 1,202 up
- finance-market 5,959 servers · 2,577 up
Places and language
- maps-geo 2,978 servers · 1,844 up
- weather 644 servers · 407 up
- translation 252 servers · 100 up
Media
- speech 673 servers · 121 up
- image-generation 1,915 servers · 481 up
- video 1,384 servers · 256 up
- music 397 servers · 81 up
Everything else
- other 5,486 servers · 2,566 up
Tags are assigned by lookupd from each server's published description; a server can carry several. Order on each page: live servers first, then by uptime. Never by payment.
- 62033 servers
- Last crawl: 2026-11-11T15:17:20.593Z
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