Top 10 This Week

Current leaderboard snapshot — scored nightly from GitHub signals.

#	Tool	Score	Stars	Category
#1	opencode-enterprise /zhulaoqi	65.5	★ 2	mcp-server
#2	LongCat-Flash-Prover /meituan-longcat	60.0	★ 19	ai-tool
#3	parse-server-mcp /lstarkgv	59.8	★ 2	mcp-server
#4	sync-agents-settings /Leoyang183	58.3	★ 6	mcp-server
#5	uefn-mcp-server /KirChuvakov	57.6	★ 13	mcp-server
#6	transit-agent /ruby-verma	57.4	★ 5	mcp-server
#7	ssh-shell-mcp /jaguar999paw-droid	56.8	★ 1	mcp-server
#8	whatsapp-mcp-automation /priyasogani8-star	56.8	★ 1	mcp-server
#9	piskel-mcp-server /yafeiaa	56.7	★ 3	mcp-server
#10	endiagram-mcp /dushyant30suthar	56.1	★ 1	mcp-server

View full leaderboard →

Biggest Movers

Largest rank changes over the past 7 days.

Gainers

chrome-devtools-mcp +311 (#317 → #6)

frontend-design +218 (#230 → #12)

Unity-MCP +190 (#386 → #196)

python-testing-patterns +182 (#231 → #49)

typescript-advanced-types +158 (#172 → #14)

Losers

csharp-tunit -373 (#127 → #500)

nx-console -160 (#9 → #169)

mongodb-mcp-server -158 (#8 → #166)

chrome-devtools -135 (#32 → #167)

seo-audit -129 (#34 → #163)

New in the Index

20 tools entered the AgentRank index this week for the first time.

playwright-mcp glama:microsoft 85.7 · ★ 29,363 browser-use browser-use 83.9 · ★ 81,535 docker-expert sickn33 83.1 · ★ 26,234 mcp glama:awslabs 82.6 · ★ 81,635 turborepo vercel 82.6 · ★ 30,048 chrome-devtools-mcp glama:ChromeDevTools 80.1 · ★ 30,567 gh-cli github 79.2 · ★ 26,285 tailwind-design-system wshobson 79.2 · ★ 31,867 git-commit github 78.9 · ★ 26,285 containerize-aspnetcore github 78.8 · ★ 26,286 brainstorming obra 78.8 · ★ 102,017 frontend-design anthropics 78.7 · ★ 80,691

Index by Category

Tool distribution across categories this week.

mcp-server

72

agent-framework

10

ai-tool

7

search

4

database

3

communication

2

browser-automation

2

Report auto-generated by AgentRank on March 23, 2026. Data sourced from GitHub via the nightly crawler. Scoring methodology.