MCP Server

Category: Programming + AI

AI Development Tools AI Prompts & Agents AI Workflows & Patterns Claude Code Claude Code/Cheat Sheet Codex CLI Gemini CLI Local LLMs MCP Server Spec-Kit

My favorite MCP servers

Name	Description	Stars	Link
Version Control (Git)
Gitea		20	https://gitea.com/gitea/gitea-mcp
Task Manager / Project Management
Claude-task-master	Task Master	20.2k	https://github.com/eyaltoledano/claude-task-master
MCP Shrimp	Task Manager	1.5k	https://github.com/cjo4m06/mcp-shrimp-task-manager
MCP-Atlassian	Atlassian Jira + co	2.8k	https://github.com/sooperset/mcp-atlassian
Documentation
Context7		24k	https://github.com/upstash/context7
git-MCP	use git repo as doc	4.8k	https://github.com/idosal/git-mcp
Crawler / Browser Automation
Playwright MCP	Browser automation	16k	https://github.com/microsoft/playwright-mcp
Browser Use MCP	Browser automation		https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser
Selenium	Browser automation	230	https://github.com/angiejones/mcp-selenium
Firecrawl	Scraping	4k	https://github.com/mendableai/firecrawl-mcp-server
MCP-Chrome		5.1k	https://github.com/hangwin/mcp-chrome
Web-Search
Exa MCP Server	Exa AI Search API	2k	https://github.com/exa-labs/exa-mcp-server
Tavily	Tavily API	645	https://github.com/tavily-ai/tavily-mcp
SearXNG	SearXNG API	168	https://github.com/ihor-sokoliuk/mcp-searxng
3rd party LLMs
zen-mcp-server		5.8k	https://github.com/BeehiveInnovations/zen-mcp-server
Database
MCP Toolbox for Databases	From google, many DBs	8.9k	https://github.com/googleapis/genai-toolbox
DBHub	Many DBs	1.1k	https://github.com/bytebase/dbhub/
crystaldba/postgres-mcp	Postgres	850	https://github.com/crystaldba/postgres-mcp
supabase-mcp	official supabase	1.9k	https://github.com/supabase-community/supabase-mcp
Container / DevOps
mcp-server-docker		556	https://github.com/ckreiling/mcp-server-docker
Security
Mobile
Maestro	Mobile test automation	8.4k	https://github.com/mobile-dev-inc/Maestro
Filesystem
OCR
Paddle	PaddlePaddleOCR		https://www.paddleocr.ai/latest/en/version3.x/deployment/mcp_server.html
Office
xing5/mcp-google-sheets	Google Sheets	321	https://github.com/xing5/mcp-google-sheets
ms-365-mcp-server	Microsoft 365	196	https://github.com/softeria/ms-365-mcp-server
Graphics design / Figma
Figma-Context-MCP		9.7k	https://github.com/GLips/Figma-Context-MCP
Talk-to-figma-mcp		5k	https://github.com/sonnylazuardi/cursor-talk-to-figma-mcp
UI / shadcn
shadcn-ui-mcp-server		1.4k	https://github.com/Jpisnice/shadcn-ui-mcp-server
Grafana
Grafana	Official	1.3k	https://github.com/grafana/mcp-grafana
Domain availability
Voice input/output (Voice Mode)
Other...
OpenNutrition	Food database	95	https://github.com/deadletterq/mcp-opennutrition
youtube	Youtube transcription	15	https://github.com/format37/youtube_mcp

Lists of MCP servers

• https://github.com/modelcontextprotocol/servers
• https://github.com/punkpeye/awesome-mcp-servers (https://glama.ai/mcp/servers)
• https://lobehub.com/en/mcp