{
 "updated": "2026-10-09",
 "totals": {
  "agents_md": 3060,
  "agents_md_share": 34.0,
  "median_servers": 2,
  "multi_agent": 3600,
  "multi_agent_share": 40.0,
  "repos": 8997,
  "with_mcp": 8501
 },
 "agents": [
  {
   "name": "GitHub Copilot",
   "repos": 4846,
   "share": 53.9,
   "slug": "github-copilot"
  },
  {
   "name": "Claude Code",
   "repos": 4581,
   "share": 50.9,
   "slug": "claude-code"
  },
  {
   "name": "Cursor",
   "repos": 3315,
   "share": 36.8,
   "slug": "cursor"
  },
  {
   "name": "OpenAI Codex",
   "repos": 623,
   "share": 6.9,
   "slug": "openai-codex"
  },
  {
   "name": "Gemini CLI",
   "repos": 601,
   "share": 6.7,
   "slug": "gemini-cli"
  },
  {
   "name": "OpenCode",
   "repos": 466,
   "share": 5.2,
   "slug": "opencode"
  },
  {
   "name": "Windsurf",
   "repos": 380,
   "share": 4.2,
   "slug": "devin-desktop"
  },
  {
   "name": "Kiro",
   "repos": 171,
   "share": 1.9,
   "slug": "kiro"
  },
  {
   "name": "Roo Code",
   "repos": 149,
   "share": 1.7,
   "slug": "roo-code"
  },
  {
   "name": "Cline",
   "repos": 116,
   "share": 1.3,
   "slug": "cline"
  },
  {
   "name": "Junie",
   "repos": 80,
   "share": 0.9,
   "slug": "junie"
  },
  {
   "name": "Continue",
   "repos": 70,
   "share": 0.8,
   "slug": "continue"
  },
  {
   "name": "Aider",
   "repos": 20,
   "share": 0.2,
   "slug": "aider"
  }
 ],
 "servers": [
  {
   "examples": [
    "Archive228/loopkit",
    "AlexW00/Zettel",
    "ArtemisAI/Harness_Engineering"
   ],
   "id": "npm:@upstash/context7-mcp",
   "name": "Context7",
   "path": "mcp/servers/io-github-upstash-context7/",
   "repos": 1291,
   "share": 15.2
  },
  {
   "examples": [
    "AmadeusITGroup/otter",
    "ARKlab/Ark.Tools",
    "ADRs4AI/human-ai-collaboration-template-A"
   ],
   "id": "npm:@playwright/mcp",
   "name": "Playwright MCP",
   "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
   "repos": 1154,
   "share": 13.6
  },
  {
   "examples": [
    "ARKlab/Ark.Tools",
    "ArtemisAI/Harness_Engineering",
    "360DigitalCo/360"
   ],
   "id": "url:github",
   "name": "GitHub MCP",
   "path": null,
   "repos": 1028,
   "share": 12.1
  },
  {
   "examples": [
    "Amka78/owl-of-athena",
    "Compushure/workhero-barangay-kusina",
    "Cognito-AI-App/CognitoAI"
   ],
   "id": "url:supabase",
   "name": "Supabase",
   "path": null,
   "repos": 634,
   "share": 7.5
  },
  {
   "examples": [
    "ArtemisAI/Harness_Engineering",
    "Ancient23/MultiAgent-Claude",
    "AratKruglik/claude-code-workshop"
   ],
   "id": "npm:@modelcontextprotocol/server-filesystem",
   "name": "Filesystem",
   "path": null,
   "repos": 565,
   "share": 6.6
  },
  {
   "examples": [
    "ChrisMcKee1/AI-Assisted-Coding",
    "Ancient23/MultiAgent-Claude",
    "Beans-BV/dotnet-stellar-sdk"
   ],
   "id": "npm:@modelcontextprotocol/server-sequential-thinking",
   "name": "Sequential Thinking",
   "path": null,
   "repos": 519,
   "share": 6.1
  },
  {
   "examples": [
    "Archive228/loopkit",
    "Asvarox/allkaraoke",
    "Ancient23/MultiAgent-Claude"
   ],
   "id": "npm:@modelcontextprotocol/server-github",
   "name": "GitHub MCP (legacy)",
   "path": null,
   "repos": 448,
   "share": 5.3
  },
  {
   "examples": [
    "Asymmetric-al/core",
    "Disdjj/profs",
    "Compushure/workhero-barangay-kusina"
   ],
   "id": "npm:shadcn",
   "name": "shadcn/ui",
   "path": null,
   "repos": 413,
   "share": 4.9
  },
  {
   "examples": [
    "ArtemisAI/Harness_Engineering",
    "ChrisMcKee1/AI-Assisted-Coding",
    "Ancient23/MultiAgent-Claude"
   ],
   "id": "npm:@modelcontextprotocol/server-memory",
   "name": "Memory (knowledge graph)",
   "path": null,
   "repos": 393,
   "share": 4.6
  },
  {
   "examples": [
    "Asvarox/allkaraoke",
    "Chaython/Vortex-unlocked",
    "FOUNDUPS/Foundups-Agent"
   ],
   "id": "npm:chrome-devtools-mcp",
   "name": "Chrome DevTools MCP",
   "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
   "repos": 390,
   "share": 4.6
  },
  {
   "examples": [
    "ChilliCream/graphql-platform",
    "Azure/Industrial-IoT",
    "ILoveDotNet/ilovedotnet"
   ],
   "id": "url:learn.microsoft.com",
   "name": "Microsoft Learn",
   "path": null,
   "repos": 275,
   "share": 3.2
  },
  {
   "examples": [
    "DivitMittal/playbooks-4-windows",
    "AviatrixSystems/aviatrix-blueprints",
    "GeoSense-Freiburg/cit-sci-traits"
   ],
   "id": "pypi:serena",
   "name": "Serena",
   "path": null,
   "repos": 237,
   "share": 2.8
  },
  {
   "examples": [
    "Asymmetric-al/core",
    "Kazuki-tam/next-stage",
    "IvanTsxx/better-auth-mp"
   ],
   "id": "npm:next-devtools-mcp",
   "name": "Next.js DevTools",
   "path": "mcp/servers/io-github-vercel-next-devtools-mcp/",
   "repos": 225,
   "share": 2.6
  },
  {
   "examples": [
    "Cap-go/capgo.app",
    "LastBotInc/nextjs-supabase-ai-webapp",
    "AratKruglik/claude-code-workshop"
   ],
   "id": "npm:@modelcontextprotocol/server-postgres",
   "name": "Postgres",
   "path": null,
   "repos": 224,
   "share": 2.6
  },
  {
   "examples": [
    "Industrial/streamweave",
    "JDMAXilius/Autonomous_Vehicle_Simulation",
    "ChangHyeonL/Project_Automotive_Welding_Digital-twin"
   ],
   "id": "npm:task-master-ai",
   "name": "Task Master",
   "path": null,
   "repos": 224,
   "share": 2.6
  },
  {
   "examples": [
    "Llaminar/llaminar",
    "ArtemisAI/Harness_Engineering",
    "Aafff623/web3career-study-track"
   ],
   "id": "npm:@modelcontextprotocol/server-fetch",
   "name": "Fetch",
   "path": null,
   "repos": 194,
   "share": 2.3
  },
  {
   "examples": [
    "Antonytm/figma-mcp-server",
    "Gerstep/cybos",
    "Paldom/databricks-apps-fastapi-starter"
   ],
   "id": "url:figma",
   "name": "Figma",
   "path": null,
   "repos": 184,
   "share": 2.2
  },
  {
   "examples": [
    "David-Crty/databasement",
    "GoodM4ven/NATIVE_TALL_muttasiq-dot-com",
    "MuhammadQuran17/agenytics"
   ],
   "id": "name:laravel-boost",
   "name": "Laravel Boost",
   "path": null,
   "repos": 167,
   "share": 2.0
  },
  {
   "examples": [
    "LiorVainer/data-israel",
    "Galaxies-dev/wolt-react-native",
    "MakePrisms/agicash"
   ],
   "id": "url:sentry",
   "name": "Sentry",
   "path": null,
   "repos": 162,
   "share": 1.9
  },
  {
   "examples": [
    "RajwanYair/WoodworkingShop",
    "Insik-Han/han-monorepo-template",
    "Barbapapazes/code.soubiran.dev"
   ],
   "id": "url:cloudflare",
   "name": "Cloudflare",
   "path": null,
   "repos": 150,
   "share": 1.8
  },
  {
   "examples": [
    "Ranork/remnus-app",
    "DevHammad0/claude-code-starter-kit",
    "ScaleDockHQ/permdock"
   ],
   "id": "url:vercel",
   "name": "Vercel",
   "path": null,
   "repos": 123,
   "share": 1.4
  },
  {
   "examples": [
    "ArtemisAI/Harness_Engineering",
    "Byron2306/EdgeK-BEAST",
    "RICE-Rob-Inn-Com-Ent/rice"
   ],
   "id": "pypi:mcp-server-git",
   "name": "Git",
   "path": null,
   "repos": 114,
   "share": 1.3
  },
  {
   "examples": [
    "bradcstevens/github-copilot-agent-mode-starter-kit",
    "colindembovsky/octocat-supply-copilot-demo",
    "AzureAD/android-complete"
   ],
   "id": "npm:@azure/mcp",
   "name": "Azure",
   "path": "mcp/servers/com-microsoft-azure/",
   "repos": 111,
   "share": 1.3
  },
  {
   "examples": [
    "BasedHardware/omi",
    "MotleyAI/motleycrew",
    "Gerstep/cybos"
   ],
   "id": "url:notion",
   "name": "Notion",
   "path": null,
   "repos": 91,
   "share": 1.1
  },
  {
   "examples": [
    "ILoveDotNet/ilovedotnet",
    "AviatrixSystems/aviatrix-blueprints",
    "aztfmodnew/terraform-azurerm-caf"
   ],
   "id": "oci:hashicorp/terraform-mcp-server",
   "name": "hashicorp/terraform-mcp-server",
   "path": null,
   "repos": 91,
   "share": 1.1
  },
  {
   "examples": [
    "berta-cms/berta",
    "YakTrack/YakTrack",
    "antonL95/laravel-skeleton"
   ],
   "id": "name:herd",
   "name": "Laravel Herd",
   "path": null,
   "repos": 90,
   "share": 1.1
  },
  {
   "examples": [
    "ammaarreshi/Generals-Mac-iOS-iPad",
    "ILoveDotNet/ilovedotnet",
    "dream-horizon-org/pulse"
   ],
   "id": "url:deepwiki",
   "name": "DeepWiki",
   "path": null,
   "repos": 90,
   "share": 1.1
  },
  {
   "examples": [
    "HEETMEHTA18/Coastal-Guardian",
    "Yashkatiyar24/portfolio",
    "SOUMILCHANDRA/Pitwall-Media"
   ],
   "id": "name:jetro",
   "name": "Jetro",
   "path": null,
   "repos": 89,
   "share": 1.0
  },
  {
   "examples": [
    "Gerstep/cybos",
    "TheLobbi/claude",
    "ReMarket-SE2/webapp"
   ],
   "id": "npm:firecrawl-mcp",
   "name": "Firecrawl",
   "path": "mcp/servers/io-github-firecrawl-firecrawl-mcp-server/",
   "repos": 88,
   "share": 1.0
  },
  {
   "examples": [
    "OfficeDev/microsoft-365-agents-toolkit",
    "ARKlab/Ark.Tools",
    "agreaves-ms/hve-ado-scaffold"
   ],
   "id": "npm:@azure-devops/mcp",
   "name": "@azure-devops/mcp",
   "path": null,
   "repos": 87,
   "share": 1.0
  },
  {
   "examples": [
    "chef/chef",
    "DataDog/datadog-agent",
    "TheSoftwareHouse/copilot-collections"
   ],
   "id": "url:atlassian",
   "name": "Atlassian (Jira, Confluence)",
   "path": null,
   "repos": 85,
   "share": 1.0
  },
  {
   "examples": [
    "Zenobia000/claude-agentic-coding-template",
    "LEEI1337/phantom-neural-cortex",
    "FOUNDUPS/Foundups-Agent"
   ],
   "id": "npm:@modelcontextprotocol/server-brave-search",
   "name": "Brave Search",
   "path": null,
   "repos": 85,
   "share": 1.0
  },
  {
   "examples": [
    "ILoveDotNet/ilovedotnet",
    "bradcstevens/github-copilot-agent-mode-starter-kit",
    "bl1nk-bot/bl1nk-studio-mcp"
   ],
   "id": "pypi:markitdown-mcp",
   "name": "markitdown-mcp",
   "path": null,
   "repos": 82,
   "share": 1.0
  },
  {
   "examples": [
    "NG-ZORRO/ng-zorro-antd",
    "SanderElias/Samples",
    "Cito/Pinboard-Pin"
   ],
   "id": "npm:@angular/cli",
   "name": "Angular CLI",
   "path": null,
   "repos": 80,
   "share": 0.9
  },
  {
   "examples": [
    "johnpeterman72/CursorRIPER.sigma",
    "iflabx/agentifui",
    "huaibaobao/MobileManger"
   ],
   "id": "npm:@modelcontextprotocol/server-puppeteer",
   "name": "Puppeteer",
   "path": null,
   "repos": 80,
   "share": 0.9
  },
  {
   "examples": [
    "Automattic/wp-calypso",
    "Asvarox/allkaraoke",
    "debs-obrien/debbie.codes"
   ],
   "id": "npm:playwright",
   "name": "playwright",
   "path": null,
   "repos": 76,
   "share": 0.9
  },
  {
   "examples": [
    "JNTMTMTM/eIsland",
    "RinDevJunior/matterbridge-roborock-vacuum-plugin",
    "Notalib/flutter_readium"
   ],
   "id": "npm:@colbymchenry/codegraph",
   "name": "CodeGraph",
   "path": null,
   "repos": 74,
   "share": 0.9
  },
  {
   "examples": [
    "MotleyAI/motleycrew",
    "gyldlab/keld",
    "contextbridge/planbridge"
   ],
   "id": "url:linear",
   "name": "Linear",
   "path": null,
   "repos": 67,
   "share": 0.8
  },
  {
   "examples": [
    "Cybereason-Public/owLSM",
    "lirantal/agent-rules",
    "DHR-Store/Vega-Next"
   ],
   "id": "url:gitmcp",
   "name": "GitMCP",
   "path": null,
   "repos": 66,
   "share": 0.8
  },
  {
   "examples": [
    "HYP3R00T/CelestialDocs",
    "contextbridge/planbridge",
    "f3bruary/Astromission"
   ],
   "id": "url:mcp.docs.astro.build",
   "name": "mcp.docs.astro.build",
   "path": null,
   "repos": 65,
   "share": 0.8
  }
 ],
 "stacks": [
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "PageAI-Pro/vibe-coding-starter",
    "HanTechnology/oh-my-openagent-toolkit",
    "ArtemisAI/Harness_Engineering",
    "Ancient23/MultiAgent-Claude"
   ],
   "repos": 273,
   "servers": [
    {
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/"
    },
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    }
   ],
   "share": 3.2
  },
  {
   "agent": "github-copilot",
   "agent_name": "GitHub Copilot",
   "examples": [
    "ILoveDotNet/ilovedotnet",
    "TheAceOfficials/SpatialPosters",
    "RajwanYair/WoodworkingShop",
    "PlagueHO/microsoft-foundry-jumpstart"
   ],
   "repos": 203,
   "servers": [
    {
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/"
    },
    {
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null
    }
   ],
   "share": 2.4
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "YFGaia/dify-plus",
    "MotleyAI/motleycrew",
    "Prorise-cool/Claude-Code-Multi-Agent",
    "HanTechnology/oh-my-openagent-toolkit"
   ],
   "repos": 187,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null
    },
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    }
   ],
   "share": 2.2
  },
  {
   "agent": "github-copilot",
   "agent_name": "GitHub Copilot",
   "examples": [
    "TheSoftwareHouse/copilot-collections",
    "ILoveDotNet/ilovedotnet",
    "TheAceOfficials/SpatialPosters",
    "Eful97/Pictorium"
   ],
   "repos": 154,
   "servers": [
    {
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/"
    },
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    }
   ],
   "share": 1.8
  },
  {
   "agent": "github-copilot",
   "agent_name": "GitHub Copilot",
   "examples": [
    "PlagueHO/CosmosDB",
    "ILoveDotNet/ilovedotnet",
    "TheAceOfficials/SpatialPosters",
    "bedrock-core/ui"
   ],
   "repos": 151,
   "servers": [
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    },
    {
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null
    }
   ],
   "share": 1.8
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "cin12211/orca-q",
    "OlympusDAO/olympus-v3",
    "confluentinc/vscode",
    "ArtemisAI/Harness_Engineering"
   ],
   "repos": 147,
   "servers": [
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    },
    {
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null
    }
   ],
   "share": 1.7
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "Maintainerr/Maintainerr",
    "cin12211/orca-q",
    "bitovi/convey",
    "ARKlab/Ark.Tools"
   ],
   "repos": 129,
   "servers": [
    {
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/"
    },
    {
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null
    }
   ],
   "share": 1.5
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "YFGaia/dify-plus",
    "Prorise-cool/Claude-Code-Multi-Agent",
    "commercetools/ui-kit",
    "commercetools/merchant-center-application-kit"
   ],
   "repos": 123,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null
    },
    {
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/"
    }
   ],
   "share": 1.4
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "Prorise-cool/Claude-Code-Multi-Agent",
    "chanzuckerberg/single-cell-data-portal",
    "Ancient23/MultiAgent-Claude",
    "elad12390/code-assistant-configuration-interface"
   ],
   "repos": 123,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-filesystem",
     "name": "Filesystem",
     "path": null
    },
    {
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null
    }
   ],
   "share": 1.4
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "abbesm0hamed/paydusa",
    "Vectreal/vectreal-platform",
    "TokenRollAI/fast-mvp",
    "Disdjj/profs"
   ],
   "repos": 112,
   "servers": [
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    },
    {
     "id": "npm:shadcn",
     "name": "shadcn/ui",
     "path": null
    }
   ],
   "share": 1.3
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "christopherkarani/Conduit",
    "dream-horizon-org/pulse",
    "Ancient23/MultiAgent-Claude",
    "duc01226/EasyPlatform"
   ],
   "repos": 112,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null
    },
    {
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null
    }
   ],
   "share": 1.3
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "christopherkarani/Conduit",
    "christopherkarani/Zoni",
    "dream-horizon-org/pulse",
    "ArtemisAI/Harness_Engineering"
   ],
   "repos": 105,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null
    },
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    }
   ],
   "share": 1.2
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "YFGaia/dify-plus",
    "Archive228/loopkit",
    "Prorise-cool/Claude-Code-Multi-Agent",
    "christopherkarani/Conduit"
   ],
   "repos": 104,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null
    },
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    }
   ],
   "share": 1.2
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "exceptionless/Exceptionless",
    "Prorise-cool/Claude-Code-Multi-Agent",
    "kevinrss01/framedeck",
    "kumaran-is/claude-code-onboarding"
   ],
   "repos": 101,
   "servers": [
    {
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/"
    },
    {
     "id": "npm:chrome-devtools-mcp",
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/"
    }
   ],
   "share": 1.2
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "kr8tiv-ai/Jarvis",
    "christopherkarani/Zoni",
    "ArtemisAI/Harness_Engineering",
    "Ancient23/MultiAgent-Claude"
   ],
   "repos": 98,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-filesystem",
     "name": "Filesystem",
     "path": null
    },
    {
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null
    }
   ],
   "share": 1.2
  },
  {
   "agent": "claude-code",
   "agent_name": "Claude Code",
   "examples": [
    "YFGaia/dify-plus",
    "Prorise-cool/Claude-Code-Multi-Agent",
    "bartstc/vite-ts-react-template",
    "chanzuckerberg/single-cell-data-portal"
   ],
   "repos": 97,
   "servers": [
    {
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null
    },
    {
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/"
    }
   ],
   "share": 1.1
  }
 ],
 "by_client": {
  "claude-code": {
   "repos": 2973,
   "servers": [
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 517,
     "share": 17.4
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 449,
     "share": 15.1
    },
    {
     "examples": [
      "Amka78/owl-of-athena",
      "Compushure/workhero-barangay-kusina",
      "Cognito-AI-App/CognitoAI"
     ],
     "id": "url:supabase",
     "name": "Supabase",
     "path": null,
     "repos": 191,
     "share": 6.4
    },
    {
     "examples": [
      "Asvarox/allkaraoke",
      "Chaython/Vortex-unlocked",
      "FOUNDUPS/Foundups-Agent"
     ],
     "id": "npm:chrome-devtools-mcp",
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
     "repos": 185,
     "share": 6.2
    },
    {
     "examples": [
      "Archive228/loopkit",
      "Asvarox/allkaraoke",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null,
     "repos": 183,
     "share": 6.2
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 183,
     "share": 6.2
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "Ancient23/MultiAgent-Claude",
      "AratKruglik/claude-code-workshop"
     ],
     "id": "npm:@modelcontextprotocol/server-filesystem",
     "name": "Filesystem",
     "path": null,
     "repos": 174,
     "share": 5.9
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 172,
     "share": 5.8
    },
    {
     "examples": [
      "Asymmetric-al/core",
      "Disdjj/profs",
      "Compushure/workhero-barangay-kusina"
     ],
     "id": "npm:shadcn",
     "name": "shadcn/ui",
     "path": null,
     "repos": 169,
     "share": 5.7
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null,
     "repos": 125,
     "share": 4.2
    },
    {
     "examples": [
      "David-Crty/databasement",
      "GoodM4ven/NATIVE_TALL_muttasiq-dot-com",
      "MuhammadQuran17/agenytics"
     ],
     "id": "name:laravel-boost",
     "name": "Laravel Boost",
     "path": null,
     "repos": 109,
     "share": 3.7
    },
    {
     "examples": [
      "DivitMittal/playbooks-4-windows",
      "AviatrixSystems/aviatrix-blueprints",
      "GeoSense-Freiburg/cit-sci-traits"
     ],
     "id": "pypi:serena",
     "name": "Serena",
     "path": null,
     "repos": 96,
     "share": 3.2
    }
   ]
  },
  "cursor": {
   "repos": 2927,
   "servers": [
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 382,
     "share": 13.1
    },
    {
     "examples": [
      "Amka78/owl-of-athena",
      "Compushure/workhero-barangay-kusina",
      "Cognito-AI-App/CognitoAI"
     ],
     "id": "url:supabase",
     "name": "Supabase",
     "path": null,
     "repos": 261,
     "share": 8.9
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 224,
     "share": 7.7
    },
    {
     "examples": [
      "Industrial/streamweave",
      "JDMAXilius/Autonomous_Vehicle_Simulation",
      "ChangHyeonL/Project_Automotive_Welding_Digital-twin"
     ],
     "id": "npm:task-master-ai",
     "name": "Task Master",
     "path": null,
     "repos": 181,
     "share": 6.2
    },
    {
     "examples": [
      "Asymmetric-al/core",
      "Disdjj/profs",
      "Compushure/workhero-barangay-kusina"
     ],
     "id": "npm:shadcn",
     "name": "shadcn/ui",
     "path": null,
     "repos": 180,
     "share": 6.1
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 145,
     "share": 5.0
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "Ancient23/MultiAgent-Claude",
      "AratKruglik/claude-code-workshop"
     ],
     "id": "npm:@modelcontextprotocol/server-filesystem",
     "name": "Filesystem",
     "path": null,
     "repos": 140,
     "share": 4.8
    },
    {
     "examples": [
      "Archive228/loopkit",
      "Asvarox/allkaraoke",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null,
     "repos": 137,
     "share": 4.7
    },
    {
     "examples": [
      "David-Crty/databasement",
      "GoodM4ven/NATIVE_TALL_muttasiq-dot-com",
      "MuhammadQuran17/agenytics"
     ],
     "id": "name:laravel-boost",
     "name": "Laravel Boost",
     "path": null,
     "repos": 124,
     "share": 4.2
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 110,
     "share": 3.8
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null,
     "repos": 100,
     "share": 3.4
    },
    {
     "examples": [
      "Asvarox/allkaraoke",
      "Chaython/Vortex-unlocked",
      "FOUNDUPS/Foundups-Agent"
     ],
     "id": "npm:chrome-devtools-mcp",
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
     "repos": 98,
     "share": 3.3
    }
   ]
  },
  "github-copilot": {
   "repos": 4223,
   "servers": [
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 822,
     "share": 19.5
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 642,
     "share": 15.2
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 611,
     "share": 14.5
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "Ancient23/MultiAgent-Claude",
      "AratKruglik/claude-code-workshop"
     ],
     "id": "npm:@modelcontextprotocol/server-filesystem",
     "name": "Filesystem",
     "path": null,
     "repos": 300,
     "share": 7.1
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 240,
     "share": 5.7
    },
    {
     "examples": [
      "Amka78/owl-of-athena",
      "Compushure/workhero-barangay-kusina",
      "Cognito-AI-App/CognitoAI"
     ],
     "id": "url:supabase",
     "name": "Supabase",
     "path": null,
     "repos": 236,
     "share": 5.6
    },
    {
     "examples": [
      "ChilliCream/graphql-platform",
      "Azure/Industrial-IoT",
      "ILoveDotNet/ilovedotnet"
     ],
     "id": "url:learn.microsoft.com",
     "name": "Microsoft Learn",
     "path": null,
     "repos": 234,
     "share": 5.5
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null,
     "repos": 203,
     "share": 4.8
    },
    {
     "examples": [
      "Archive228/loopkit",
      "Asvarox/allkaraoke",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null,
     "repos": 178,
     "share": 4.2
    },
    {
     "examples": [
      "Asymmetric-al/core",
      "Disdjj/profs",
      "Compushure/workhero-barangay-kusina"
     ],
     "id": "npm:shadcn",
     "name": "shadcn/ui",
     "path": null,
     "repos": 176,
     "share": 4.2
    },
    {
     "examples": [
      "Asvarox/allkaraoke",
      "Chaython/Vortex-unlocked",
      "FOUNDUPS/Foundups-Agent"
     ],
     "id": "npm:chrome-devtools-mcp",
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
     "repos": 170,
     "share": 4.0
    },
    {
     "examples": [
      "DivitMittal/playbooks-4-windows",
      "AviatrixSystems/aviatrix-blueprints",
      "GeoSense-Freiburg/cit-sci-traits"
     ],
     "id": "pypi:serena",
     "name": "Serena",
     "path": null,
     "repos": 127,
     "share": 3.0
    }
   ]
  }
 },
 "domains": [
  {
   "agents": [
    {
     "name": "Claude Code",
     "share": 5.0,
     "slug": "claude-code"
    },
    {
     "name": "Cursor",
     "share": 1.4,
     "slug": "cursor"
    },
    {
     "name": "GitHub Copilot",
     "share": 1.2,
     "slug": "github-copilot"
    },
    {
     "name": "Gemini CLI",
     "share": 0.2,
     "slug": "gemini-cli"
    },
    {
     "name": "Windsurf",
     "share": 0.2,
     "slug": "devin-desktop"
    }
   ],
   "examples": [
    "The-Swarm-Corporation/AutoHedge",
    "Josh-XT/AGiXT",
    "imbue-bit/AlphaGPT",
    "ant-design/ant-design-web3",
    "ARBProtocol/solana-jupiter-bot",
    "solana-developers/solana-cookbook"
   ],
   "name": "Solana apps and trading bots",
   "packages": [
    {
     "lift": 4.8,
     "package": "@solana/web3.js",
     "registry": "npm",
     "repos": 2099,
     "share": 79.5
    },
    {
     "lift": 4.8,
     "package": "@solana/spl-token",
     "registry": "npm",
     "repos": 924,
     "share": 35.0
    },
    {
     "lift": 4.6,
     "package": "bs58",
     "registry": "npm",
     "repos": 680,
     "share": 25.7
    },
    {
     "lift": 4.8,
     "package": "@solana/wallet-adapter-react",
     "registry": "npm",
     "repos": 511,
     "share": 19.3
    },
    {
     "lift": 4.8,
     "package": "@solana/wallet-adapter-base",
     "registry": "npm",
     "repos": 471,
     "share": 17.8
    },
    {
     "lift": 4.8,
     "package": "@solana/wallet-adapter-react-ui",
     "registry": "npm",
     "repos": 470,
     "share": 17.8
    },
    {
     "lift": 4.8,
     "package": "@coral-xyz/anchor",
     "registry": "npm",
     "repos": 434,
     "share": 16.4
    },
    {
     "lift": 4.8,
     "package": "solders",
     "registry": "pypi",
     "repos": 423,
     "share": 16.0
    },
    {
     "lift": 4.8,
     "package": "@solana/wallet-adapter-wallets",
     "registry": "npm",
     "repos": 408,
     "share": 15.4
    },
    {
     "lift": 4.8,
     "package": "solana",
     "registry": "pypi",
     "repos": 342,
     "share": 12.9
    },
    {
     "lift": 4.8,
     "package": "@project-serum/anchor",
     "registry": "npm",
     "repos": 253,
     "share": 9.6
    },
    {
     "lift": 4.7,
     "package": "base58",
     "registry": "pypi",
     "repos": 239,
     "share": 9.0
    },
    {
     "lift": 3.7,
     "package": "chai",
     "registry": "npm",
     "repos": 234,
     "share": 8.9
    },
    {
     "lift": 3.9,
     "package": "mocha",
     "registry": "npm",
     "repos": 230,
     "share": 8.7
    }
   ],
   "repos": 2641,
   "servers": [
    {
     "name": "Filesystem",
     "path": null,
     "share": 0.3
    },
    {
     "name": "Supabase",
     "path": null,
     "share": 0.3
    },
    {
     "name": "GitHub MCP (legacy)",
     "path": null,
     "share": 0.3
    },
    {
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "share": 0.2
    },
    {
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "share": 0.2
    },
    {
     "name": "Vercel",
     "path": null,
     "share": 0.2
    }
   ],
   "share": 14.8,
   "slug": "solana",
   "tools": [
    {
     "kind": "sdk",
     "name": "Supabase",
     "path": null,
     "repos": 102,
     "share": 3.9,
     "slug": "Supabase"
    },
    {
     "kind": "sdk",
     "name": "OpenAI SDK",
     "path": "models/",
     "repos": 48,
     "share": 1.8,
     "slug": "OpenAI SDK"
    },
    {
     "kind": "api",
     "name": "Jupiter Swap API",
     "path": "apis/jupiter/",
     "repos": 35,
     "share": 1.3,
     "slug": "jupiter"
    },
    {
     "kind": "api",
     "name": "Raydium API",
     "path": "apis/raydium/",
     "repos": 33,
     "share": 1.2,
     "slug": "raydium"
    },
    {
     "kind": "agent",
     "name": "AI SDK",
     "path": "agents/vercel-ai-sdk/",
     "repos": 32,
     "share": 1.2,
     "slug": "vercel-ai-sdk"
    },
    {
     "kind": "api",
     "name": "Coinbase x402 (CDP Facilitator)",
     "path": "apis/coinbase-x402/",
     "repos": 24,
     "share": 0.9,
     "slug": "coinbase-x402"
    }
   ]
  },
  {
   "agents": [
    {
     "name": "Claude Code",
     "share": 8.8,
     "slug": "claude-code"
    },
    {
     "name": "Cursor",
     "share": 3.5,
     "slug": "cursor"
    },
    {
     "name": "GitHub Copilot",
     "share": 2.1,
     "slug": "github-copilot"
    },
    {
     "name": "Gemini CLI",
     "share": 0.5,
     "slug": "gemini-cli"
    },
    {
     "name": "OpenAI Codex",
     "share": 0.5,
     "slug": "openai-codex"
    }
   ],
   "examples": [
    "Josh-XT/AGiXT",
    "sunflower-land/sunflower-land",
    "ant-design/ant-design-web3",
    "family/connectkit",
    "veithly/BountyBoard",
    "mcpdotdirect/evm-mcp-server"
   ],
   "name": "Ethereum and EVM apps",
   "packages": [
    {
     "lift": 6.5,
     "package": "viem",
     "registry": "npm",
     "repos": 1566,
     "share": 80.6
    },
    {
     "lift": 6.5,
     "package": "wagmi",
     "registry": "npm",
     "repos": 650,
     "share": 33.4
    },
    {
     "lift": 6.5,
     "package": "ethers",
     "registry": "npm",
     "repos": 574,
     "share": 29.5
    },
    {
     "lift": 6.5,
     "package": "@rainbow-me/rainbowkit",
     "registry": "npm",
     "repos": 273,
     "share": 14.0
    },
    {
     "lift": 6.5,
     "package": "hardhat",
     "registry": "npm",
     "repos": 223,
     "share": 11.5
    },
    {
     "lift": 6.5,
     "package": "@openzeppelin/contracts",
     "registry": "npm",
     "repos": 157,
     "share": 8.1
    }
   ],
   "repos": 1944,
   "servers": [
    {
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "share": 0.4
    },
    {
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "share": 0.4
    },
    {
     "name": "GitHub MCP",
     "path": null,
     "share": 0.4
    },
    {
     "name": "shadcn/ui",
     "path": null,
     "share": 0.3
    },
    {
     "name": "Sequential Thinking",
     "path": null,
     "share": 0.2
    },
    {
     "name": "GitHub MCP (legacy)",
     "path": null,
     "share": 0.2
    }
   ],
   "share": 10.9,
   "slug": "evm",
   "tools": [
    {
     "kind": "sdk",
     "name": "Supabase",
     "path": null,
     "repos": 92,
     "share": 4.7,
     "slug": "Supabase"
    },
    {
     "kind": "sdk",
     "name": "OpenAI SDK",
     "path": "models/",
     "repos": 58,
     "share": 3.0,
     "slug": "OpenAI SDK"
    },
    {
     "kind": "agent",
     "name": "AI SDK",
     "path": "agents/vercel-ai-sdk/",
     "repos": 37,
     "share": 1.9,
     "slug": "vercel-ai-sdk"
    },
    {
     "kind": "api",
     "name": "Coinbase x402 (CDP Facilitator)",
     "path": "apis/coinbase-x402/",
     "repos": 29,
     "share": 1.5,
     "slug": "coinbase-x402"
    },
    {
     "kind": "api",
     "name": "Resend",
     "path": "apis/resend/",
     "repos": 21,
     "share": 1.1,
     "slug": "resend"
    }
   ]
  },
  {
   "agents": [
    {
     "name": "Claude Code",
     "share": 11.1,
     "slug": "claude-code"
    },
    {
     "name": "GitHub Copilot",
     "share": 3.9,
     "slug": "github-copilot"
    },
    {
     "name": "Cursor",
     "share": 3.6,
     "slug": "cursor"
    },
    {
     "name": "Gemini CLI",
     "share": 1.3,
     "slug": "gemini-cli"
    },
    {
     "name": "OpenAI Codex",
     "share": 1.1,
     "slug": "openai-codex"
    }
   ],
   "examples": [
    "sunflower-land/sunflower-land",
    "pmndrs/threejs-journey",
    "av/remotion-bits",
    "Kaggle/kaggle-environments",
    "ErdongChen-Andrew/CharacterControl",
    "ultrabolido/PrinceJS"
   ],
   "name": "Games",
   "packages": [
    {
     "lift": 4.2,
     "package": "@react-three/fiber",
     "registry": "npm",
     "repos": 2360,
     "share": 78.7
    },
    {
     "lift": 4.2,
     "package": "three",
     "registry": "npm",
     "repos": 2329,
     "share": 77.6
    },
    {
     "lift": 4.2,
     "package": "@react-three/drei",
     "registry": "npm",
     "repos": 2129,
     "share": 71.0
    },
    {
     "lift": 4.2,
     "package": "phaser",
     "registry": "npm",
     "repos": 517,
     "share": 17.2
    },
    {
     "lift": 3.5,
     "package": "gsap",
     "registry": "npm",
     "repos": 498,
     "share": 16.6
    },
    {
     "lift": 4.2,
     "package": "@react-three/postprocessing",
     "registry": "npm",
     "repos": 276,
     "share": 9.2
    },
    {
     "lift": 4.0,
     "package": "@emailjs/browser",
     "registry": "npm",
     "repos": 180,
     "share": 6.0
    }
   ],
   "repos": 3000,
   "servers": [
    {
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "share": 1.0
    },
    {
     "name": "Supabase",
     "path": null,
     "share": 0.8
    },
    {
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "share": 0.8
    },
    {
     "name": "shadcn/ui",
     "path": null,
     "share": 0.6
    },
    {
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
     "share": 0.5
    },
    {
     "name": "Sequential Thinking",
     "path": null,
     "share": 0.4
    }
   ],
   "share": 16.8,
   "slug": "games",
   "tools": [
    {
     "kind": "sdk",
     "name": "Supabase",
     "path": null,
     "repos": 169,
     "share": 5.6,
     "slug": "Supabase"
    },
    {
     "kind": "sdk",
     "name": "OpenAI SDK",
     "path": "models/",
     "repos": 59,
     "share": 2.0,
     "slug": "OpenAI SDK"
    },
    {
     "kind": "api",
     "name": "Resend",
     "path": "apis/resend/",
     "repos": 56,
     "share": 1.9,
     "slug": "resend"
    },
    {
     "kind": "sdk",
     "name": "Google Gen AI SDK (Gemini)",
     "path": "models/",
     "repos": 44,
     "share": 1.5,
     "slug": "Google Gen AI SDK (Gemini)"
    },
    {
     "kind": "agent",
     "name": "AI SDK",
     "path": "agents/vercel-ai-sdk/",
     "repos": 34,
     "share": 1.1,
     "slug": "vercel-ai-sdk"
    }
   ]
  },
  {
   "agents": [
    {
     "name": "GitHub Copilot",
     "share": 46.6,
     "slug": "github-copilot"
    },
    {
     "name": "Claude Code",
     "share": 44.2,
     "slug": "claude-code"
    },
    {
     "name": "Cursor",
     "share": 34.4,
     "slug": "cursor"
    },
    {
     "name": "Gemini CLI",
     "share": 4.4,
     "slug": "gemini-cli"
    },
    {
     "name": "OpenAI Codex",
     "share": 3.9,
     "slug": "openai-codex"
    }
   ],
   "examples": [
    "apify/apify-mcp-server",
    "dramaclaw/dramaclaw",
    "getsentry/MobileBuildMCP",
    "regenrek/deepwiki-mcp",
    "ChenyCHENYU/Robot_Admin",
    "prompt-security/ps-fuzz"
   ],
   "name": "AI agent products",
   "packages": [
    {
     "lift": 8.6,
     "package": "@modelcontextprotocol/sdk",
     "registry": "npm",
     "repos": 541,
     "share": 36.8
    },
    {
     "lift": 8.6,
     "package": "mcp",
     "registry": "pypi",
     "repos": 484,
     "share": 32.9
    },
    {
     "lift": 8.6,
     "package": "@ai-sdk/openai",
     "registry": "npm",
     "repos": 181,
     "share": 12.3
    },
    {
     "lift": 8.6,
     "package": "fastmcp",
     "registry": "pypi",
     "repos": 169,
     "share": 11.5
    },
    {
     "lift": 3.0,
     "package": "pyyaml",
     "registry": "pypi",
     "repos": 135,
     "share": 9.2
    },
    {
     "lift": 4.0,
     "package": "pydantic-settings",
     "registry": "pypi",
     "repos": 117,
     "share": 8.0
    }
   ],
   "repos": 1470,
   "servers": [
    {
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "share": 6.6
    },
    {
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "share": 5.4
    },
    {
     "name": "GitHub MCP",
     "path": null,
     "share": 4.9
    },
    {
     "name": "Filesystem",
     "path": null,
     "share": 3.9
    },
    {
     "name": "Supabase",
     "path": null,
     "share": 3.3
    },
    {
     "name": "Sequential Thinking",
     "path": null,
     "share": 2.8
    }
   ],
   "share": 8.2,
   "slug": "agent-apps",
   "tools": [
    {
     "kind": "agent",
     "name": "AI SDK",
     "path": "agents/vercel-ai-sdk/",
     "repos": 206,
     "share": 14.0,
     "slug": "vercel-ai-sdk"
    },
    {
     "kind": "sdk",
     "name": "OpenAI SDK",
     "path": "models/",
     "repos": 126,
     "share": 8.6,
     "slug": "OpenAI SDK"
    },
    {
     "kind": "agent",
     "name": "LangChain",
     "path": "agents/langchain/",
     "repos": 104,
     "share": 7.1,
     "slug": "langchain"
    },
    {
     "kind": "sdk",
     "name": "Supabase",
     "path": null,
     "repos": 84,
     "share": 5.7,
     "slug": "Supabase"
    },
    {
     "kind": "agent",
     "name": "LangGraph",
     "path": "agents/langgraph/",
     "repos": 82,
     "share": 5.6,
     "slug": "langgraph"
    },
    {
     "kind": "api",
     "name": "Chroma Cloud",
     "path": "apis/chroma-cloud/",
     "repos": 46,
     "share": 3.1,
     "slug": "chroma-cloud"
    },
    {
     "kind": "agent",
     "name": "Mastra",
     "path": "agents/mastra/",
     "repos": 38,
     "share": 2.6,
     "slug": "mastra"
    },
    {
     "kind": "sdk",
     "name": "Google Gen AI SDK (Gemini)",
     "path": "models/",
     "repos": 30,
     "share": 2.0,
     "slug": "Google Gen AI SDK (Gemini)"
    },
    {
     "kind": "api",
     "name": "Resend",
     "path": "apis/resend/",
     "repos": 30,
     "share": 2.0,
     "slug": "resend"
    },
    {
     "kind": "api",
     "name": "LiteLLM",
     "path": "apis/litellm/",
     "repos": 21,
     "share": 1.4,
     "slug": "litellm"
    },
    {
     "kind": "api",
     "name": "Qdrant Cloud",
     "path": "apis/qdrant-cloud/",
     "repos": 19,
     "share": 1.3,
     "slug": "qdrant-cloud"
    }
   ]
  },
  {
   "agents": [
    {
     "name": "Cursor",
     "share": 39.1,
     "slug": "cursor"
    },
    {
     "name": "GitHub Copilot",
     "share": 33.8,
     "slug": "github-copilot"
    },
    {
     "name": "Claude Code",
     "share": 27.1,
     "slug": "claude-code"
    },
    {
     "name": "OpenAI Codex",
     "share": 8.2,
     "slug": "openai-codex"
    },
    {
     "name": "OpenCode",
     "share": 6.8,
     "slug": "opencode"
    }
   ],
   "examples": [
    "vega-org/vega-app",
    "Galaxies-dev/wolt-react-native",
    "solana-mobile/solana-mobile-expo-template",
    "liviuepure/baron-wallet",
    "huytdps13400/react-native-ssl-manager",
    "callstack/web3-react-native-dapp-wagmi"
   ],
   "name": "Mobile apps",
   "packages": [
    {
     "lift": 61.4,
     "package": "react-native",
     "registry": "npm",
     "repos": 207,
     "share": 100.0
    },
    {
     "lift": 61.4,
     "package": "expo",
     "registry": "npm",
     "repos": 185,
     "share": 89.4
    },
    {
     "lift": 61.4,
     "package": "react-native-safe-area-context",
     "registry": "npm",
     "repos": 159,
     "share": 76.8
    },
    {
     "lift": 61.4,
     "package": "react-native-screens",
     "registry": "npm",
     "repos": 154,
     "share": 74.4
    },
    {
     "lift": 61.4,
     "package": "expo-status-bar",
     "registry": "npm",
     "repos": 146,
     "share": 70.5
    },
    {
     "lift": 61.4,
     "package": "react-native-reanimated",
     "registry": "npm",
     "repos": 129,
     "share": 62.3
    },
    {
     "lift": 61.4,
     "package": "react-native-gesture-handler",
     "registry": "npm",
     "repos": 128,
     "share": 61.8
    },
    {
     "lift": 59.8,
     "package": "react-native-web",
     "registry": "npm",
     "repos": 118,
     "share": 57.0
    },
    {
     "lift": 61.4,
     "package": "@react-navigation/native",
     "registry": "npm",
     "repos": 117,
     "share": 56.5
    },
    {
     "lift": 58.7,
     "package": "@react-native-async-storage/async-storage",
     "registry": "npm",
     "repos": 109,
     "share": 52.7
    },
    {
     "lift": 61.4,
     "package": "expo-linking",
     "registry": "npm",
     "repos": 108,
     "share": 52.2
    },
    {
     "lift": 61.4,
     "package": "expo-font",
     "registry": "npm",
     "repos": 106,
     "share": 51.2
    },
    {
     "lift": 61.4,
     "package": "expo-splash-screen",
     "registry": "npm",
     "repos": 106,
     "share": 51.2
    },
    {
     "lift": 61.4,
     "package": "expo-router",
     "registry": "npm",
     "repos": 104,
     "share": 50.2
    }
   ],
   "repos": 207,
   "servers": [
    {
     "name": "Supabase",
     "path": null,
     "share": 14.0
    },
    {
     "name": "Radonai",
     "path": null,
     "share": 12.6
    },
    {
     "name": "Sentry",
     "path": null,
     "share": 9.2
    },
    {
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "share": 7.7
    },
    {
     "name": "Argent",
     "path": null,
     "share": 5.8
    },
    {
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "share": 3.9
    }
   ],
   "share": 1.2,
   "slug": "mobile",
   "tools": [
    {
     "kind": "sdk",
     "name": "Supabase",
     "path": null,
     "repos": 50,
     "share": 24.2,
     "slug": "Supabase"
    },
    {
     "kind": "agent",
     "name": "AI SDK",
     "path": "agents/vercel-ai-sdk/",
     "repos": 5,
     "share": 2.4,
     "slug": "vercel-ai-sdk"
    }
   ]
  }
 ],
 "tech": [
  {
   "mcp_repos": 2834,
   "repos": 2960,
   "servers": [
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 490,
     "share": 17.3
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 457,
     "share": 16.1
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 308,
     "share": 10.9
    },
    {
     "examples": [
      "Amka78/owl-of-athena",
      "Compushure/workhero-barangay-kusina",
      "Cognito-AI-App/CognitoAI"
     ],
     "id": "url:supabase",
     "name": "Supabase",
     "path": null,
     "repos": 216,
     "share": 7.6
    },
    {
     "examples": [
      "Asymmetric-al/core",
      "Disdjj/profs",
      "Compushure/workhero-barangay-kusina"
     ],
     "id": "npm:shadcn",
     "name": "shadcn/ui",
     "path": null,
     "repos": 177,
     "share": 6.2
    },
    {
     "examples": [
      "Asvarox/allkaraoke",
      "Chaython/Vortex-unlocked",
      "FOUNDUPS/Foundups-Agent"
     ],
     "id": "npm:chrome-devtools-mcp",
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
     "repos": 171,
     "share": 6.0
    }
   ],
   "tech": "TypeScript / JavaScript"
  },
  {
   "mcp_repos": 1445,
   "repos": 1597,
   "servers": [
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 194,
     "share": 13.4
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 153,
     "share": 10.6
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 149,
     "share": 10.3
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "Ancient23/MultiAgent-Claude",
      "AratKruglik/claude-code-workshop"
     ],
     "id": "npm:@modelcontextprotocol/server-filesystem",
     "name": "Filesystem",
     "path": null,
     "repos": 115,
     "share": 8.0
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 104,
     "share": 7.2
    },
    {
     "examples": [
      "Archive228/loopkit",
      "Asvarox/allkaraoke",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null,
     "repos": 74,
     "share": 5.1
    }
   ],
   "tech": "Python"
  },
  {
   "mcp_repos": 1007,
   "repos": 1033,
   "servers": [
    {
     "examples": [
      "Amka78/owl-of-athena",
      "Compushure/workhero-barangay-kusina",
      "Cognito-AI-App/CognitoAI"
     ],
     "id": "url:supabase",
     "name": "Supabase",
     "path": null,
     "repos": 251,
     "share": 24.9
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 186,
     "share": 18.5
    },
    {
     "examples": [
      "Asymmetric-al/core",
      "Disdjj/profs",
      "Compushure/workhero-barangay-kusina"
     ],
     "id": "npm:shadcn",
     "name": "shadcn/ui",
     "path": null,
     "repos": 176,
     "share": 17.5
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 147,
     "share": 14.6
    },
    {
     "examples": [
      "Asymmetric-al/core",
      "Kazuki-tam/next-stage",
      "IvanTsxx/better-auth-mp"
     ],
     "id": "npm:next-devtools-mcp",
     "name": "Next.js DevTools",
     "path": "mcp/servers/io-github-vercel-next-devtools-mcp/",
     "repos": 130,
     "share": 12.9
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 67,
     "share": 6.7
    }
   ],
   "tech": "Next.js"
  },
  {
   "mcp_repos": 206,
   "repos": 216,
   "servers": [
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 45,
     "share": 21.8
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 31,
     "share": 15.0
    },
    {
     "examples": [
      "ChilliCream/graphql-platform",
      "Azure/Industrial-IoT",
      "ILoveDotNet/ilovedotnet"
     ],
     "id": "url:learn.microsoft.com",
     "name": "Microsoft Learn",
     "path": null,
     "repos": 29,
     "share": 14.1
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 23,
     "share": 11.2
    },
    {
     "examples": [
      "Asvarox/allkaraoke",
      "Chaython/Vortex-unlocked",
      "FOUNDUPS/Foundups-Agent"
     ],
     "id": "npm:chrome-devtools-mcp",
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
     "repos": 12,
     "share": 5.8
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 12,
     "share": 5.8
    }
   ],
   "tech": ".NET"
  },
  {
   "mcp_repos": 205,
   "repos": 211,
   "servers": [
    {
     "examples": [
      "David-Crty/databasement",
      "GoodM4ven/NATIVE_TALL_muttasiq-dot-com",
      "MuhammadQuran17/agenytics"
     ],
     "id": "name:laravel-boost",
     "name": "Laravel Boost",
     "path": null,
     "repos": 158,
     "share": 77.1
    },
    {
     "examples": [
      "berta-cms/berta",
      "YakTrack/YakTrack",
      "antonL95/laravel-skeleton"
     ],
     "id": "name:herd",
     "name": "Laravel Herd",
     "path": null,
     "repos": 88,
     "share": 42.9
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 13,
     "share": 6.3
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 13,
     "share": 6.3
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "Ancient23/MultiAgent-Claude",
      "AratKruglik/claude-code-workshop"
     ],
     "id": "npm:@modelcontextprotocol/server-filesystem",
     "name": "Filesystem",
     "path": null,
     "repos": 12,
     "share": 5.9
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 9,
     "share": 4.4
    }
   ],
   "tech": "PHP"
  },
  {
   "mcp_repos": 159,
   "repos": 176,
   "servers": [
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 29,
     "share": 18.2
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 16,
     "share": 10.1
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null,
     "repos": 12,
     "share": 7.5
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 12,
     "share": 7.5
    },
    {
     "examples": [
      "Archive228/loopkit",
      "Asvarox/allkaraoke",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null,
     "repos": 12,
     "share": 7.5
    },
    {
     "examples": [
      "DivitMittal/playbooks-4-windows",
      "AviatrixSystems/aviatrix-blueprints",
      "GeoSense-Freiburg/cit-sci-traits"
     ],
     "id": "pypi:serena",
     "name": "Serena",
     "path": null,
     "repos": 11,
     "share": 6.9
    }
   ],
   "tech": "Rust"
  },
  {
   "mcp_repos": 147,
   "repos": 161,
   "servers": [
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 20,
     "share": 13.6
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 16,
     "share": 10.9
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 11,
     "share": 7.5
    },
    {
     "examples": [
      "Asvarox/allkaraoke",
      "Chaython/Vortex-unlocked",
      "FOUNDUPS/Foundups-Agent"
     ],
     "id": "npm:chrome-devtools-mcp",
     "name": "Chrome DevTools MCP",
     "path": "mcp/servers/io-github-chromedevtools-chrome-devtools-mcp/",
     "repos": 7,
     "share": 4.8
    },
    {
     "examples": [
      "AccelByte/extend-service-extension-python",
      "AccelByte/extend-event-handler-csharp",
      "AccelByte/session-dsm-grpc-plugin-python"
     ],
     "id": "oci:ghcr.io/accelbyte/ags-api-mcp-server",
     "name": "ghcr.io/accelbyte/ags-api-mcp-server",
     "path": null,
     "repos": 6,
     "share": 4.1
    },
    {
     "examples": [
      "AccelByte/extend-service-extension-python",
      "AccelByte/extend-event-handler-csharp",
      "AccelByte/session-dsm-grpc-plugin-python"
     ],
     "id": "oci:ghcr.io/accelbyte/ags-extend-sdk-mcp-server",
     "name": "ghcr.io/accelbyte/ags-extend-sdk-mcp-server",
     "path": null,
     "repos": 6,
     "share": 4.1
    }
   ],
   "tech": "Go"
  },
  {
   "mcp_repos": 123,
   "repos": 135,
   "servers": [
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 19,
     "share": 15.4
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 18,
     "share": 14.6
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 15,
     "share": 12.2
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 12,
     "share": 9.8
    },
    {
     "examples": [
      "DivitMittal/playbooks-4-windows",
      "AviatrixSystems/aviatrix-blueprints",
      "GeoSense-Freiburg/cit-sci-traits"
     ],
     "id": "pypi:serena",
     "name": "Serena",
     "path": null,
     "repos": 10,
     "share": 8.1
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null,
     "repos": 10,
     "share": 8.1
    }
   ],
   "tech": "Java / Kotlin"
  },
  {
   "mcp_repos": 116,
   "repos": 118,
   "servers": [
    {
     "examples": [
      "expo-ai-chatbot/expo-ai-chatbot-lite",
      "huytdps13400/react-native-ssl-manager",
      "longtail-labs/slide.code"
     ],
     "id": "name:radonai",
     "name": "Radonai",
     "path": null,
     "repos": 23,
     "share": 19.8
    },
    {
     "examples": [
      "Amka78/owl-of-athena",
      "Compushure/workhero-barangay-kusina",
      "Cognito-AI-App/CognitoAI"
     ],
     "id": "url:supabase",
     "name": "Supabase",
     "path": null,
     "repos": 23,
     "share": 19.8
    },
    {
     "examples": [
      "LiorVainer/data-israel",
      "Galaxies-dev/wolt-react-native",
      "MakePrisms/agicash"
     ],
     "id": "url:sentry",
     "name": "Sentry",
     "path": null,
     "repos": 13,
     "share": 11.2
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 12,
     "share": 10.3
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 9,
     "share": 7.8
    },
    {
     "examples": [
      "founded-labs/react-native-reusables",
      "valeriobelli/react-native-use-dom",
      "rami-maalouf/habit-tracker"
     ],
     "id": "name:argent",
     "name": "Argent",
     "path": null,
     "repos": 9,
     "share": 7.8
    }
   ],
   "tech": "React Native / Expo"
  },
  {
   "mcp_repos": 72,
   "repos": 76,
   "servers": [
    {
     "examples": [
      "Amka78/owl-of-athena",
      "Compushure/workhero-barangay-kusina",
      "Cognito-AI-App/CognitoAI"
     ],
     "id": "url:supabase",
     "name": "Supabase",
     "path": null,
     "repos": 11,
     "share": 15.3
    },
    {
     "examples": [
      "lohanidamodar/flutter_audiobooks_app",
      "shang1219178163/flutter_templet_project",
      "Namma-Flutter/namma_wallet"
     ],
     "id": "name:dart",
     "name": "Dart",
     "path": null,
     "repos": 11,
     "share": 15.3
    },
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 9,
     "share": 12.5
    },
    {
     "examples": [
      "AmadeusITGroup/otter",
      "ARKlab/Ark.Tools",
      "ADRs4AI/human-ai-collaboration-template-A"
     ],
     "id": "npm:@playwright/mcp",
     "name": "Playwright MCP",
     "path": "mcp/servers/io-github-microsoft-playwright-mcp/",
     "repos": 9,
     "share": 12.5
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 8,
     "share": 11.1
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 6,
     "share": 8.3
    }
   ],
   "tech": "Flutter"
  },
  {
   "mcp_repos": 32,
   "repos": 35,
   "servers": [
    {
     "examples": [
      "Archive228/loopkit",
      "AlexW00/Zettel",
      "ArtemisAI/Harness_Engineering"
     ],
     "id": "npm:@upstash/context7-mcp",
     "name": "Context7",
     "path": "mcp/servers/io-github-upstash-context7/",
     "repos": 7,
     "share": 21.9
    },
    {
     "examples": [
      "Cybereason-Public/owLSM",
      "lirantal/agent-rules",
      "DHR-Store/Vega-Next"
     ],
     "id": "url:gitmcp",
     "name": "GitMCP",
     "path": null,
     "repos": 5,
     "share": 15.6
    },
    {
     "examples": [
      "ARKlab/Ark.Tools",
      "ArtemisAI/Harness_Engineering",
      "360DigitalCo/360"
     ],
     "id": "url:github",
     "name": "GitHub MCP",
     "path": null,
     "repos": 5,
     "share": 15.6
    },
    {
     "examples": [
      "Archive228/loopkit",
      "Asvarox/allkaraoke",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-github",
     "name": "GitHub MCP (legacy)",
     "path": null,
     "repos": 4,
     "share": 12.5
    },
    {
     "examples": [
      "ArtemisAI/Harness_Engineering",
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude"
     ],
     "id": "npm:@modelcontextprotocol/server-memory",
     "name": "Memory (knowledge graph)",
     "path": null,
     "repos": 4,
     "share": 12.5
    },
    {
     "examples": [
      "ChrisMcKee1/AI-Assisted-Coding",
      "Ancient23/MultiAgent-Claude",
      "Beans-BV/dotnet-stellar-sdk"
     ],
     "id": "npm:@modelcontextprotocol/server-sequential-thinking",
     "name": "Sequential Thinking",
     "path": null,
     "repos": 3,
     "share": 9.4
    }
   ],
   "tech": "Ruby"
  }
 ],
 "claude": {
  "commands": 13.9,
  "repos": 4581,
  "skills": 26.8,
  "subagents": 16.2
 }
}