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)

[![AgentRank](https://agentrank-ai.com/api/embed/YOUR-TOOL-SLUG.svg)](https://agentrank-ai.com/tool/YOUR-TOOL-SLUG/)

HTML iframe — blogs, newsletters, external sites

<iframe src="https://agentrank-ai.com/api/embed/YOUR-TOOL-SLUG.html" width="340" height="170" frameborder="0" style="border-radius:6px;overflow:hidden;"></iframe>

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 CoplayDev/unity-mcp 89

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#2 microsoft/mcp-for-beginners 88

AgentRank score for microsoft/mcp-for-beginners

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#3 mark3labs/mcp-go 88

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#4 PrefectHQ/fastmcp 88

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#5 oraios/serena 88

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#6 microsoft/playwright-mcp 88

AgentRank score for microsoft/playwright-mcp

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#7 laravel/boost 85

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#8 microsoft/azure-devops-mcp 85

AgentRank score for microsoft/azure-devops-mcp

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#9 Pimzino/spec-workflow-mcp 85

AgentRank score for Pimzino/spec-workflow-mcp

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#10 kreuzberg-dev/kreuzberg 85

AgentRank score for kreuzberg-dev/kreuzberg

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#11 zcaceres/markdownify-mcp 84

AgentRank score for zcaceres/markdownify-mcp

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#12 bytebase/dbhub 84

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#13 perplexityai/modelcontextprotocol 84

AgentRank score for perplexityai/modelcontextprotocol

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#14 NVIDIA/NeMo-Agent-Toolkit 84

AgentRank score for NVIDIA/NeMo-Agent-Toolkit

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#15 getsentry/XcodeBuildMCP 84

AgentRank score for getsentry/XcodeBuildMCP

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#16 TanStack/cli 83

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#17 modelcontextprotocol/python-sdk 83

AgentRank score for modelcontextprotocol/python-sdk

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#18 CoderGamester/mcp-unity 83

AgentRank score for CoderGamester/mcp-unity

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#19 mcp-use/mcp-use 82

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#20 antvis/mcp-server-chart 82

AgentRank score for antvis/mcp-server-chart

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#21 samanhappy/mcphub 82

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#22 taylorwilsdon/google_workspace_mcp 82

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#23 nickclyde/duckduckgo-mcp-server 82

AgentRank score for nickclyde/duckduckgo-mcp-server

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#24 GLips/Figma-Context-MCP 81

AgentRank score for GLips/Figma-Context-MCP

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#25 bgauryy/octocode-mcp 81

AgentRank score for bgauryy/octocode-mcp

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#26 IvanMurzak/Unity-MCP 81

AgentRank score for IvanMurzak/Unity-MCP

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#27 Joooook/12306-mcp 81

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#28 modelcontextprotocol/rust-sdk 80

AgentRank score for modelcontextprotocol/rust-sdk

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#29 googleapis/genai-toolbox 80

AgentRank score for googleapis/genai-toolbox

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#30 stacklok/toolhive 80

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#31 github/github-mcp-server 80

AgentRank score for github/github-mcp-server

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#32 stickerdaniel/linkedin-mcp-server 80

AgentRank score for stickerdaniel/linkedin-mcp-server

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#33 mongodb-js/mongodb-mcp-server 80

AgentRank score for mongodb-js/mongodb-mcp-server

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#34 knowsuchagency/mcp2cli 80

AgentRank score for knowsuchagency/mcp2cli

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#35 brightdata/brightdata-mcp 79

AgentRank score for brightdata/brightdata-mcp

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#36 CursorTouch/Windows-MCP 79

AgentRank score for CursorTouch/Windows-MCP

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#37 rekog-labs/MCP-Nest 79

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#38 agentic-community/mcp-gateway-registry 79

AgentRank score for agentic-community/mcp-gateway-registry

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#39 CodeGraphContext/CodeGraphContext 79

AgentRank score for CodeGraphContext/CodeGraphContext

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#40 saidsurucu/borsa-mcp 79

AgentRank score for saidsurucu/borsa-mcp

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#41 apify/apify-mcp-server 79

AgentRank score for apify/apify-mcp-server

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#42 modelcontextprotocol/go-sdk 79

AgentRank score for modelcontextprotocol/go-sdk

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#43 homeassistant-ai/ha-mcp 79

AgentRank score for homeassistant-ai/ha-mcp

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#44 zcaceres/fetch-mcp 79

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#45 laravel/mcp 79

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#46 IBM/mcp-context-forge 79

AgentRank score for IBM/mcp-context-forge

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#47 awslabs/mcp 79

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#48 MCPJam/inspector 79

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#49 rohitg00/kubectl-mcp-server 78

AgentRank score for rohitg00/kubectl-mcp-server

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#50 Softeria/ms-365-mcp-server 78

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

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#51 Flux159/mcp-server-kubernetes 78

AgentRank score for Flux159/mcp-server-kubernetes

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#52 microsoft/mcp 78

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#53 mobile-next/mobile-mcp 78

AgentRank score for mobile-next/mobile-mcp

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#54 softaworks/agent-toolkit 78

AgentRank score for softaworks/agent-toolkit

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#55 ForLoopCodes/contextplus 78

AgentRank score for ForLoopCodes/contextplus

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#56 hyper-mcp-rs/hyper-mcp 77

AgentRank score for hyper-mcp-rs/hyper-mcp

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#57 modelcontextprotocol/modelcontextprotocol 77

AgentRank score for modelcontextprotocol/modelcontextprotocol

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#58 saidsurucu/yargi-mcp 77

AgentRank score for saidsurucu/yargi-mcp

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#59 SylphxAI/pdf-reader-mcp 77

AgentRank score for SylphxAI/pdf-reader-mcp

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#60 jgravelle/jcodemunch-mcp 77

AgentRank score for jgravelle/jcodemunch-mcp

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#61 modelcontextprotocol/csharp-sdk 77

AgentRank score for modelcontextprotocol/csharp-sdk

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#62 arinspunk/claude-talk-to-figma-mcp 76

AgentRank score for arinspunk/claude-talk-to-figma-mcp

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#63 modelcontextprotocol/servers 76

AgentRank score for modelcontextprotocol/servers

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#64 SamurAIGPT/muapi-cli 76

AgentRank score for SamurAIGPT/muapi-cli

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#65 mark3labs/mcphost 76

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#66 yzfly/Awesome-MCP-ZH 76

AgentRank score for yzfly/Awesome-MCP-ZH

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#67 AI-QL/tuui 76

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#68 maquina-app/rails-mcp-server 76

AgentRank score for maquina-app/rails-mcp-server

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#69 punkpeye/fastmcp 75

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#70 ihor-sokoliuk/mcp-searxng 75

AgentRank score for ihor-sokoliuk/mcp-searxng

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#71 MGdaasLab/WHartTest 75

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#72 cyberkaida/reverse-engineering-assistant 75

AgentRank score for cyberkaida/reverse-engineering-assistant

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#73 robotmcp/ros-mcp-server 75

AgentRank score for robotmcp/ros-mcp-server

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#74 varunvasudeva1/llm-server-docs 75

AgentRank score for varunvasudeva1/llm-server-docs

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#75 AmoyLab/Unla 75

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#76 sooperset/mcp-atlassian 75

AgentRank score for sooperset/mcp-atlassian

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#77 zinja-coder/jadx-ai-mcp 75

AgentRank score for zinja-coder/jadx-ai-mcp

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#78 MicrosoftDocs/mcp 74

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#79 dbt-labs/dbt-mcp 74

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#80 Jpisnice/shadcn-ui-mcp-server 74

AgentRank score for Jpisnice/shadcn-ui-mcp-server

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#81 steipete/Peekaboo 74

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#82 tavily-ai/tavily-mcp 74

AgentRank score for tavily-ai/tavily-mcp

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#83 cloudflare/mcp-server-cloudflare 74

AgentRank score for cloudflare/mcp-server-cloudflare

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#84 modelcontextprotocol/typescript-sdk 74

AgentRank score for modelcontextprotocol/typescript-sdk

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#85 benborla/mcp-server-mysql 74

AgentRank score for benborla/mcp-server-mysql

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#86 ArcadeAI/arcade-mcp 74

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#87 agentgateway/agentgateway 74

AgentRank score for agentgateway/agentgateway

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#88 korotovsky/slack-mcp-server 73

AgentRank score for korotovsky/slack-mcp-server

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#89 containers/kubernetes-mcp-server 73

AgentRank score for containers/kubernetes-mcp-server

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#90 modelcontextprotocol/java-sdk 73

AgentRank score for modelcontextprotocol/java-sdk

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#91 janwilmake/openapi-mcp-server 73

AgentRank score for janwilmake/openapi-mcp-server

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#92 punkpeye/awesome-mcp-servers 73

AgentRank score for punkpeye/awesome-mcp-servers

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#93 datalayer/jupyter-mcp-server 73

AgentRank score for datalayer/jupyter-mcp-server

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#94 thellimist/clihub 73

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#95 modelcontextprotocol/inspector 73

AgentRank score for modelcontextprotocol/inspector

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#96 arabold/docs-mcp-server 72

AgentRank score for arabold/docs-mcp-server

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#97 Vexa-ai/vexa 72

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#98 elastic/mcp-server-elasticsearch 72

AgentRank score for elastic/mcp-server-elasticsearch

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#99 0x4m4/hexstrike-ai 72

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#100 modelcontextprotocol/registry 72

AgentRank score for modelcontextprotocol/registry

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