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 August 2026.

Finance 2,001 tracked API Integration 1,347 tracked Security 1,056 tracked Media 894 tracked Memory 755 tracked Documentation 736 tracked Productivity 632 tracked Automation 624 tracked Cloud Infrastructure 583 tracked Communication 545 tracked Database 524 tracked Browser Automation 508 tracked Coding Agent 462 tracked Email 449 tracked Maps & Location 415 tracked Data & Analytics 405 tracked DevOps & Monitoring 359 tracked Web Scraping 334 tracked AI & ML 304 tracked Science & Health 303 tracked Developer Tools 292 tracked Social Media 269 tracked E-commerce 259 tracked Design 219 tracked Filesystem 212 tracked Search 207 tracked Web Framework 161 tracked Gaming 147 tracked

Best MCP servers by language

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

TypeScript 6,189 tracked Python 3,866 tracked JavaScript 2,650 tracked Go 419 tracked Rust 340 tracked

More ways to choose

Remote MCP servers 879 tracked Open source MCP servers 3,557 tracked Postgres MCP servers 69 tracked Docker MCP servers 86 tracked Jira MCP servers 12 tracked

By task

Start from the job instead of the category.

MCP for database access 238 tracked MCP for DevOps 209 tracked MCP for data analysis 123 tracked MCP for PDF work 50 tracked MCP for SEO 53 tracked MCP for testing and QA 32 tracked