Best MCP servers by category

Ranked best-of lists across 29 MCP server categories - from databases and browser automation to memory, search, and DevOps. Every list is rebuilt from live registry and GitHub signals: only actively maintained servers with real adoption make the cut. Open a category for install commands, tool coverage, and head-to-head comparisons. No pay-to-rank.

Pick a category for install-ready shortlists, tool coverage, and head-to-head comparisons. Rankings blend monthly installs, GitHub stars, and commit recency - never pay-to-rank. Updated September 2026.

Finance 2,476 tracked API Integration 1,641 tracked Security 1,358 tracked Media 1,118 tracked Memory 903 tracked Documentation 883 tracked Productivity 764 tracked Communication 737 tracked Automation 703 tracked Cloud Infrastructure 685 tracked Browser Automation 640 tracked Database 620 tracked Email 579 tracked Coding Agent 572 tracked Maps & Location 508 tracked Data & Analytics 482 tracked Web Scraping 429 tracked DevOps & Monitoring 427 tracked AI & ML 364 tracked Developer Tools 358 tracked Science & Health 350 tracked E-commerce 332 tracked Social Media 321 tracked Design 281 tracked Filesystem 245 tracked Search 243 tracked Web Framework 193 tracked Gaming 180 tracked

Best MCP servers by language

Prefer a runtime you already ship? The same ranking, cut by implementation language.

TypeScript 7,632 tracked Python 4,221 tracked JavaScript 2,993 tracked Go 466 tracked Rust 410 tracked

More ways to choose

Remote MCP servers 1,058 tracked Open source MCP servers 4,077 tracked Postgres MCP servers 80 tracked Redis MCP servers 10 tracked Docker MCP servers 94 tracked Jira MCP servers 14 tracked

By task

Start from the job instead of the category.

MCP for database access 278 tracked MCP for DevOps 238 tracked MCP for data analysis 141 tracked MCP for PDF work 62 tracked MCP for SEO 65 tracked MCP for testing and QA 43 tracked