1 Provide coding agents with library documentation and code examples to help them use current APIs.DocumentationCoding
★ 62,912 GitHub stars
Read introduction →Repository updated 10/10/2026, 10:04

chromedevtools/chrome-devtools-mcpMCP
2 Connect Chrome DevTools to coding agents for page inspection, debugging, and performance analysis.Browser automationTesting & debugging
★ 53,301 GitHub stars
Read introduction →Repository updated 11/10/2026, 08:10

microsoft/playwright-mcpMCP
3 Give AI assistants browser automation through structured page snapshots, useful for UI checks and web workflows.Browser automationTesting & debugging
★ 38,037 GitHub stars
Read introduction →Repository updated 09/10/2026, 01:51

github/github-mcp-serverMCP
4 Connect AI assistants to GitHub repositories, issues, pull requests, and development workflows.CodingDevelopment workflow
★ 33,529 GitHub stars
Read introduction →Repository updated 09/10/2026, 00:25
5 Add semantic code retrieval and editing tools so coding agents can work with codebase symbols.CodingSearch & research
★ 30,190 GitHub stars
Read introduction →Repository updated 09/10/2026, 21:08

glips/figma-context-mcpMCP
6 Give coding agents Figma layout context to help implement designs in code.Design & frontendCoding
★ 15,970 GitHub stars
Read introduction →Repository updated 10/10/2026, 08:04

wonderwhy-er/desktopcommandermcpMCP
7 Give AI assistants file search, editing, and terminal tools for local development tasks.Development workflowCoding
★ 10,001 GitHub stars
Read introduction →Repository updated 08/10/2026, 21:18

firecrawl/firecrawl-mcp-serverMCP
8 Give AI assistants web search, scraping, and interaction tools for retrieving agent-ready web content.Search & researchData & integrations
★ 7,583 GitHub stars
Read introduction →Repository updated 12/10/2026, 08:19

agentdeskai/browser-tools-mcpMCP
9 Expose console output, network activity, screenshots, and web audit results from a Chrome session to AI assistants.Browser automationTesting & debugging
★ 7,328 GitHub stars
Read introduction →Repository updated 13/08/2026, 00:48

exa-labs/exa-mcp-serverMCP
10 Connect AI assistants to Exa for web search, content retrieval, and multi-step research.Search & researchData & integrations
★ 5,108 GitHub stars
Read introduction →Repository updated 08/10/2026, 06:45
11 Connect AI assistants to Supabase projects for data queries, schema management, and debugging.Data & integrationsCoding
★ 2,945 GitHub stars
Read introduction →Repository updated 09/10/2026, 16:46
12 Provide AI assistants with web search, extraction, site mapping, and crawling tools.Search & researchData & integrations
★ 2,430 GitHub stars
Read introduction →Repository updated 06/10/2026, 01:01

microsoft/azure-devops-mcpMCP
13 Give AI assistants access to Azure DevOps for project, code, and work-item workflows.Development workflowCoding
★ 2,055 GitHub stars
Read introduction →Repository updated 09/10/2026, 21:07

qdrant/mcp-server-qdrantMCP
14 Let AI assistants store information in Qdrant and retrieve it semantically for persistent knowledge and memory.Data & integrationsSearch & research
★ 1,547 GitHub stars
Read introduction →Repository updated 04/09/2026, 08:13

mongodb-js/mongodb-mcp-serverMCP
15 Connect AI assistants to MongoDB databases and Atlas through database and management tools.Data & integrations
★ 1,142 GitHub stars
Read introduction →Repository updated 11/10/2026, 11:12