Embed AgentRank

Add scores and signal breakdowns to your README, blog, or docs.

What the badge proves: it reports the current AgentRank score calculated from observed repository metadata and ranking signals. It does not prove installation, execution, compatibility, security, or maintainer endorsement. Not ranked means no current score was found; that fallback is not a score of zero.

Score Widget

A rich widget with score and signal breakdown. SVG for GitHub READMEs, iframe for blogs and newsletters.

SVG — GitHub README (replace the slug with your tool)

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HTML iframe — blogs, newsletters, external sites

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Replace YOUR-TOOL-SLUG with the slug from any tool page (e.g. microsoft--playwright-mcp). Use -- in place of /.

Score Badge

Minimal badge, like shields.io. Best for inline use in README tables.

#1 ascending-llc/jarvis-registry 100

AgentRank score for ascending-llc/jarvis-registry

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#2 D4Vinci/Scrapling 100

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#3 sickn33/agentic-awesome-skills 100

AgentRank score for sickn33/agentic-awesome-skills

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#4 xberg-io/xberg 99

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#5 justrach/codedb 99

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#6 ageerle/ruoyi-ai 99

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#7 punkpeye/mcp-remote 98

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#8 kubb-labs/kubb 98

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#9 arcjet/arcjet-js 98

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#10 ag2ai/ag2 98

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#11 chrisryugj/korean-law-mcp 98

AgentRank score for chrisryugj/korean-law-mcp

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#12 Syngnat/GoNavi 98

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#13 crmne/ruby_llm 98

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#14 ThinkInAIXYZ/deepchat 98

AgentRank score for ThinkInAIXYZ/deepchat

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#15 tonhowtf/omniget 98

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#16 jacob-bd/gemini-notebook-mcp-cli 98

AgentRank score for jacob-bd/gemini-notebook-mcp-cli

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#17 hi-godot/godot-ai 98

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#18 giancarloerra/SocratiCode 98

AgentRank score for giancarloerra/SocratiCode

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#19 Enderfga/claw-orchestrator 98

AgentRank score for Enderfga/claw-orchestrator

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#20 chrisdoc/hevy-mcp 98

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#21 Agents365-ai/drawio-skill 98

AgentRank score for Agents365-ai/drawio-skill

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#22 automagik-dev/genie 98

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#23 vinhnx/VTCode 98

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#24 homeassistant-ai/ha-mcp 98

AgentRank score for homeassistant-ai/ha-mcp

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#25 microsoft/azure-devops-mcp 98

AgentRank score for microsoft/azure-devops-mcp

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#26 DEEIX-AI/DEEIX-Chat 98

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#27 Paca-AI/paca 97

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#28 joey-zhou/xiaozhi-esp32-server-java 97

AgentRank score for joey-zhou/xiaozhi-esp32-server-java

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#29 TensorBlock/awesome-mcp-servers 97

AgentRank score for TensorBlock/awesome-mcp-servers

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#30 Softeria/ms-365-mcp-server 97

AgentRank score for Softeria/ms-365-mcp-server

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#31 cobusgreyling/loop-engineering 97

AgentRank score for cobusgreyling/loop-engineering

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#32 samanhappy/mcphub 97

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#33 microsoft/mcp-for-beginners 97

AgentRank score for microsoft/mcp-for-beginners

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#34 xuzhougeng/wisp-science 97

AgentRank score for xuzhougeng/wisp-science

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#35 unclecode/crawl4ai 97

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#36 erikdarlingdata/PerformanceMonitor 97

AgentRank score for erikdarlingdata/PerformanceMonitor

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#37 laravel/boost 97

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#38 asheshgoplani/agent-deck 97

AgentRank score for asheshgoplani/agent-deck

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#39 kossakovsky/selfhost-ai 97

AgentRank score for kossakovsky/selfhost-ai

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#40 bojieli/ai-agent-book 97

AgentRank score for bojieli/ai-agent-book

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#41 mark3labs/mcp-go 97

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#42 artokun/comfyui-mcp 97

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#43 punkpeye/fastmcp 96

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#44 WenyuChiou/awesome-agentic-ai-zh 96

AgentRank score for WenyuChiou/awesome-agentic-ai-zh

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#45 llmsresearch/paperbanana 96

AgentRank score for llmsresearch/paperbanana

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#46 google-gemini/gemini-cli 96

AgentRank score for google-gemini/gemini-cli

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#47 gensecaihq/Wazuh-MCP-Server 96

AgentRank score for gensecaihq/Wazuh-MCP-Server

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#48 Hmbown/Codewhale 96

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#49 thClaws/thClaws 96

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#50 aeonfun/aeon 96

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#51 CopilotKit/OpenBot 96

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#52 tidewave-ai/tidewave_phoenix 96

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#53 IvanMurzak/Unity-MCP 96

AgentRank score for IvanMurzak/Unity-MCP

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#54 zosmaai/pi-llm-wiki 96

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#55 Ataraxy-Labs/weave 96

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#56 1Panel-dev/MaxKB 96

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#57 opensolon/solon-ai 96

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#58 joshuaswarren/remnic 96

AgentRank score for joshuaswarren/remnic

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#59 jeremylongshore/tons-of-skills-marketplace 96

AgentRank score for jeremylongshore/tons-of-skills-marketplace

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#60 Auriti-Labs/geo-optimizer-skill 96

AgentRank score for Auriti-Labs/geo-optimizer-skill

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#61 punkpeye/mcp-proxy 96

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#62 xerrors/Yuxi 96

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#63 openwong2kim/wmux 96

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#64 btsouth/toolport 96

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#65 mcp-use/mcp-use 96

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#66 MinishLab/semble 96

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#67 open-webui/open-webui 96

AgentRank score for open-webui/open-webui

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#68 Lifecycle-Innovations-Limited/claude-ops 96

AgentRank score for Lifecycle-Innovations-Limited/claude-ops

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#69 miuuyy/codex-chatgpt-web 96

AgentRank score for miuuyy/codex-chatgpt-web

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#70 SylphxAI/anymd 96

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#71 LibreChat-AI/LibreChat 96

AgentRank score for LibreChat-AI/LibreChat

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#72 Thysrael/Horizon 96

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#73 dyoshikawa/rulesync 96

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#74 yvgude/lean-ctx 96

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#75 christopherkarani/Wax 95

AgentRank score for christopherkarani/Wax

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#76 samuelgursky/davinci-resolve-mcp 95

AgentRank score for samuelgursky/davinci-resolve-mcp

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#77 NanmiCoder/cc-haha 95

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#78 melandlabs/openloomi 95

AgentRank score for melandlabs/openloomi

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#79 nicobailon/pi-mcp-adapter 95

AgentRank score for nicobailon/pi-mcp-adapter

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#80 liliu-z/stashbase 95

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#81 laravel/mcp 95

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#82 aipoch/open-science 95

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#83 agentrq/agentrq 95

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#84 LnYo-Cly/ai4j 95

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#85 MemTensor/MemOS 95

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#86 rekog-labs/MCP-Nest 95

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#87 pawurb/hotpath-rs 95

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#88 mastra-ai/mastra 95

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#89 getsentry/MobileBuildMCP 95

AgentRank score for getsentry/MobileBuildMCP

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#90 lidge-ai/ima2-gen 95

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#91 lissy93/bug-bounties 95

AgentRank score for lissy93/bug-bounties

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#92 IBM/AssetOpsBench 95

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#93 microsoft/playwright-mcp 95

AgentRank score for microsoft/playwright-mcp

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#94 openclaw/mcporter 95

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#95 ansvisor/ansvisor 95

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#96 leancoderkavy/premiere-pro-mcp 95

AgentRank score for leancoderkavy/premiere-pro-mcp

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#97 jgravelle/jcodemunch-mcp 95

AgentRank score for jgravelle/jcodemunch-mcp

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#98 huangjunsen0406/py-xiaozhi 95

AgentRank score for huangjunsen0406/py-xiaozhi

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#99 msrbuilds/elementor-mcp 95

AgentRank score for msrbuilds/elementor-mcp

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#100 Higangssh/homebutler 95

AgentRank score for Higangssh/homebutler

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