{
  "asOf": "2026-07-25",
  "rows": [
    {
      "name": "Word Documents (docx)",
      "slug": "docx",
      "type": "claude-skill",
      "category": "documents",
      "summary": "Anthropic pre-built skill for creating and editing Word documents.",
      "whatItDoes": "Creates, edits and formats .docx files including tracked changes and comments, via bundled Python scripts and OOXML validation.",
      "maintainer": "Anthropic",
      "install": "Built into Claude.ai & API",
      "tier": "essential",
      "tags": [
        "word",
        "documents"
      ],
      "homeUrl": "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/docx",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "One of four pre-built document skills on claude.ai and the API."
    },
    {
      "name": "PowerPoint (pptx)",
      "slug": "pptx",
      "type": "claude-skill",
      "category": "documents",
      "summary": "Anthropic pre-built skill for building PowerPoint presentations.",
      "whatItDoes": "Creates and edits .pptx decks: adds slides, charts and themes, and validates output against OOXML schemas.",
      "maintainer": "Anthropic",
      "install": "Built into Claude.ai & API",
      "tier": "essential",
      "tags": [
        "powerpoint",
        "slides"
      ],
      "homeUrl": "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/pptx",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Excel (xlsx)",
      "slug": "xlsx",
      "type": "claude-skill",
      "category": "documents",
      "summary": "Anthropic pre-built skill for creating and analyzing spreadsheets.",
      "whatItDoes": "Creates and edits .xlsx workbooks with formulas, charts and recalculation using bundled scripts.",
      "maintainer": "Anthropic",
      "install": "Built into Claude.ai & API",
      "tier": "essential",
      "tags": [
        "excel",
        "spreadsheets"
      ],
      "homeUrl": "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/xlsx",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "PDF",
      "slug": "pdf",
      "type": "claude-skill",
      "category": "documents",
      "summary": "Anthropic pre-built skill for PDF generation and form filling.",
      "whatItDoes": "Generates formatted PDFs, extracts text and tables, and fills fillable form fields via bundled Python scripts.",
      "maintainer": "Anthropic",
      "install": "Built into Claude.ai & API",
      "tier": "essential",
      "tags": [
        "pdf",
        "forms"
      ],
      "homeUrl": "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/pdf",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Document Co-authoring",
      "slug": "doc-coauthoring",
      "type": "claude-skill",
      "category": "documents",
      "summary": "Anthropic skill for collaborative long-form document authoring.",
      "whatItDoes": "Guides Claude through iterative co-authoring and structured revision of long-form documents.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "notable",
      "tags": [
        "writing",
        "documents"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/doc-coauthoring",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Frontend Design",
      "slug": "frontend-design",
      "type": "claude-skill",
      "category": "design",
      "summary": "Anthropic skill for high-quality frontend UI design.",
      "whatItDoes": "Guides Claude to make bold, non-generic UI decisions and avoid AI-slop aesthetics, tuned for React and Tailwind.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "essential",
      "tags": [
        "design",
        "ui"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/frontend-design",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Canvas Design",
      "slug": "canvas-design",
      "type": "claude-skill",
      "category": "design",
      "summary": "Anthropic skill for graphic and poster-style visual design.",
      "whatItDoes": "Creates poster and graphic visuals on an HTML canvas using a bundled library of open-license fonts.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "notable",
      "tags": [
        "design",
        "graphics"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/canvas-design",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Web Artifacts Builder",
      "slug": "web-artifacts-builder",
      "type": "claude-skill",
      "category": "design",
      "summary": "Anthropic skill for building complex claude.ai HTML artifacts.",
      "whatItDoes": "Scaffolds and bundles multi-component Claude artifacts using React, Tailwind and shadcn/ui components.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "essential",
      "tags": [
        "artifacts",
        "react"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/web-artifacts-builder",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Algorithmic Art",
      "slug": "algorithmic-art",
      "type": "claude-skill",
      "category": "media",
      "summary": "Anthropic skill for generative algorithmic art.",
      "whatItDoes": "Generates algorithmic art from JavaScript generator templates with a bundled HTML canvas viewer.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "niche",
      "tags": [
        "art",
        "generative"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/algorithmic-art",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Theme Factory",
      "slug": "theme-factory",
      "type": "claude-skill",
      "category": "design",
      "summary": "Anthropic skill for generating cohesive visual themes.",
      "whatItDoes": "Produces cohesive color and typography themes from a curated library for documents and designs.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "notable",
      "tags": [
        "design",
        "themes"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/theme-factory",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Brand Guidelines",
      "slug": "brand-guidelines",
      "type": "claude-skill",
      "category": "design",
      "summary": "Anthropic skill for applying brand guidelines to output.",
      "whatItDoes": "Applies an organization brand colors, tone and typography to generated documents and designs.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "notable",
      "tags": [
        "branding",
        "design"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/brand-guidelines",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Slack GIF Creator",
      "slug": "slack-gif-creator",
      "type": "claude-skill",
      "category": "media",
      "summary": "Anthropic skill for making animated GIFs for Slack.",
      "whatItDoes": "Builds animated GIFs sized for Slack using a bundled Python frame-composition and easing library.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "niche",
      "tags": [
        "gif",
        "slack"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/slack-gif-creator",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Internal Comms",
      "slug": "internal-comms",
      "type": "claude-skill",
      "category": "productivity",
      "summary": "Anthropic skill for drafting internal company communications.",
      "whatItDoes": "Drafts internal comms such as newsletters, FAQs and status updates from bundled example formats.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "notable",
      "tags": [
        "comms",
        "writing"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/internal-comms",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "MCP Builder",
      "slug": "mcp-builder",
      "type": "claude-skill",
      "category": "agent-building",
      "summary": "Anthropic skill for building high-quality MCP servers.",
      "whatItDoes": "Guides building and evaluating MCP servers in Python or Node with bundled best-practice references and eval scripts.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "essential",
      "tags": [
        "mcp",
        "integrations"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/mcp-builder",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Skill Creator",
      "slug": "skill-creator",
      "type": "claude-skill",
      "category": "agent-building",
      "summary": "Anthropic skill for creating, testing and optimizing skills.",
      "whatItDoes": "Scaffolds new skills, validates frontmatter, packages zips and runs evals to benchmark skill quality.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "essential",
      "tags": [
        "skills",
        "authoring"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/skill-creator",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Claude API",
      "slug": "claude-api",
      "type": "claude-skill",
      "category": "agent-building",
      "summary": "Anthropic skill providing up-to-date Claude API reference.",
      "whatItDoes": "Provides current Claude API and SDK reference plus best practices across eight programming languages.",
      "maintainer": "Anthropic",
      "install": "Bundled with Claude Code",
      "tier": "essential",
      "tags": [
        "api",
        "sdk"
      ],
      "homeUrl": "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/claude-api-skill",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/claude-api",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Bundled with Claude Code and installable from the skills repo."
    },
    {
      "name": "Webapp Testing",
      "slug": "webapp-testing",
      "type": "claude-skill",
      "category": "coding",
      "summary": "Anthropic skill for automated web app UI testing.",
      "whatItDoes": "Automates browser testing of web apps: element discovery, console logging and static HTML automation.",
      "maintainer": "Anthropic",
      "install": "Copy folder into ~/.claude/skills/",
      "tier": "notable",
      "tags": [
        "testing",
        "browser"
      ],
      "homeUrl": "https://github.com/anthropics/skills",
      "sourceUrl": "https://github.com/anthropics/skills/tree/main/skills/webapp-testing",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Code Review",
      "slug": "code-review",
      "type": "claude-skill",
      "category": "coding",
      "summary": "Claude Code bundled skill for reviewing your working diff.",
      "whatItDoes": "Reviews the current diff for correctness bugs and cleanup opportunities, with optional auto-fix and PR comments.",
      "maintainer": "Anthropic",
      "install": "Built into Claude Code (/code-review)",
      "tier": "essential",
      "tags": [
        "review",
        "code"
      ],
      "homeUrl": "https://code.claude.com/docs/en/skills",
      "sourceUrl": "https://code.claude.com/docs/en/commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Deep Research",
      "slug": "deep-research",
      "type": "claude-skill",
      "category": "productivity",
      "summary": "Claude Code bundled skill for multi-source web research.",
      "whatItDoes": "Fans out web searches on a question, fetches and cross-checks sources, and synthesizes a cited report.",
      "maintainer": "Anthropic",
      "install": "Built into Claude Code (/deep-research)",
      "tier": "notable",
      "tags": [
        "research",
        "web"
      ],
      "homeUrl": "https://code.claude.com/docs/en/skills",
      "sourceUrl": "https://code.claude.com/docs/en/commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Dataviz",
      "slug": "dataviz",
      "type": "claude-skill",
      "category": "design",
      "summary": "Claude Code bundled skill for chart and dashboard design.",
      "whatItDoes": "Provides chart and dashboard design guidance with accessible color-palette validation before writing chart code.",
      "maintainer": "Anthropic",
      "install": "Built into Claude Code (/dataviz)",
      "tier": "notable",
      "tags": [
        "charts",
        "design"
      ],
      "homeUrl": "https://code.claude.com/docs/en/skills",
      "sourceUrl": "https://code.claude.com/docs/en/commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Doctor",
      "slug": "doctor",
      "type": "claude-skill",
      "category": "productivity",
      "summary": "Claude Code bundled skill for setup diagnostics.",
      "whatItDoes": "Runs a setup checkup that diagnoses installation issues and unused tools, and can auto-fix problems.",
      "maintainer": "Anthropic",
      "install": "Built into Claude Code (/doctor)",
      "tier": "niche",
      "tags": [
        "setup",
        "diagnostics"
      ],
      "homeUrl": "https://code.claude.com/docs/en/skills",
      "sourceUrl": "https://code.claude.com/docs/en/commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Debug",
      "slug": "debug",
      "type": "claude-skill",
      "category": "coding",
      "summary": "Claude Code bundled skill for troubleshooting a session.",
      "whatItDoes": "Enables debug logging and troubleshoots runtime issues in the current Claude Code session.",
      "maintainer": "Anthropic",
      "install": "Built into Claude Code (/debug)",
      "tier": "niche",
      "tags": [
        "debug",
        "logging"
      ],
      "homeUrl": "https://code.claude.com/docs/en/skills",
      "sourceUrl": "https://code.claude.com/docs/en/commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Fewer Permission Prompts",
      "slug": "fewer-permission-prompts",
      "type": "claude-skill",
      "category": "productivity",
      "summary": "Claude Code bundled skill for cutting permission prompts.",
      "whatItDoes": "Scans transcripts for common read-only calls and adds an allowlist to settings to reduce permission prompts.",
      "maintainer": "Anthropic",
      "install": "Built into Claude Code",
      "tier": "niche",
      "tags": [
        "permissions",
        "config"
      ],
      "homeUrl": "https://code.claude.com/docs/en/skills",
      "sourceUrl": "https://code.claude.com/docs/en/commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Karpathy Behavioral Skill",
      "slug": "karpathy-behavioral",
      "type": "agent-skill",
      "category": "productivity",
      "summary": "Four behavioral rules distilled from Karpathy LLM coding-agent critiques.",
      "whatItDoes": "Makes agents think before coding, keep it simple, make surgical changes, and verify a defined goal.",
      "maintainer": "multica-ai (Jiayuan)",
      "install": "Claude Code plugin or drop CLAUDE.md in repo",
      "tier": "essential",
      "tags": [
        "coding",
        "discipline"
      ],
      "homeUrl": "https://github.com/multica-ai/andrej-karpathy-skills",
      "sourceUrl": "https://github.com/multica-ai/andrej-karpathy-skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Canonical repo (formerly forrestchang); adapters for many agents."
    },
    {
      "name": "Superpowers",
      "slug": "superpowers",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Agentic skills framework and software-development methodology for coding agents.",
      "whatItDoes": "Installs a library of battle-tested skills (TDD, debugging, planning) that shape agent behavior.",
      "maintainer": "Jesse Vincent (obra)",
      "install": "Install as a Claude Code plugin",
      "tier": "essential",
      "tags": [
        "coding",
        "framework"
      ],
      "homeUrl": "https://github.com/obra/superpowers",
      "sourceUrl": "https://github.com/obra/superpowers",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Superpowers Lab",
      "slug": "superpowers-lab",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Experimental Superpowers skills with new, still-refining techniques.",
      "whatItDoes": "Adds bleeding-edge experimental skills and tools that extend the Superpowers framework.",
      "maintainer": "Jesse Vincent (obra)",
      "install": "Install as a Claude Code plugin",
      "tier": "niche",
      "tags": [
        "coding",
        "experimental"
      ],
      "homeUrl": "https://github.com/obra/superpowers-lab",
      "sourceUrl": "https://github.com/obra/superpowers-lab",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Caveman",
      "slug": "caveman",
      "type": "agent-skill",
      "category": "productivity",
      "summary": "Cuts agent output tokens by making it talk in terse caveman style.",
      "whatItDoes": "Drops articles, filler and pleasantries to cut output roughly 65 percent while keeping code normal.",
      "maintainer": "Julius Brussee",
      "install": "curl install.sh, then /caveman",
      "tier": "notable",
      "tags": [
        "productivity",
        "tokens"
      ],
      "homeUrl": "https://github.com/JuliusBrussee/caveman",
      "sourceUrl": "https://github.com/JuliusBrussee/caveman",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Matt Pocock Skills",
      "slug": "mattpocock-skills",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Skills for real engineers: TDD, code review, bug diagnosis, grilling.",
      "whatItDoes": "Adds engineering skills like tdd, diagnosing-bugs, code-review and grill-me for alignment and rigor.",
      "maintainer": "Matt Pocock",
      "install": "npx skills add mattpocock/skills",
      "tier": "essential",
      "tags": [
        "coding",
        "testing"
      ],
      "homeUrl": "https://github.com/mattpocock/skills",
      "sourceUrl": "https://github.com/mattpocock/skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Vercel Agent Skills",
      "slug": "vercel-agent-skills",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Vercel official React, web-design and deploy skills for coding agents.",
      "whatItDoes": "Applies react-best-practices, web-design-guidelines, and Vercel optimize and deploy rules during code review.",
      "maintainer": "Vercel Labs",
      "install": "npx skills add vercel-labs/agent-skills",
      "tier": "essential",
      "tags": [
        "coding",
        "react"
      ],
      "homeUrl": "https://github.com/vercel-labs/agent-skills",
      "sourceUrl": "https://github.com/vercel-labs/agent-skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Skills CLI",
      "slug": "skills-cli",
      "type": "agent-skill",
      "category": "productivity",
      "summary": "The CLI and open ecosystem for installing agent skills across 70+ agents.",
      "whatItDoes": "Finds, adds and uses SKILL.md packages from any repo into Claude Code, Cursor, Codex and more.",
      "maintainer": "Vercel Labs",
      "install": "npx skills add owner/repo",
      "tier": "essential",
      "tags": [
        "productivity",
        "tooling"
      ],
      "homeUrl": "https://github.com/vercel-labs/skills",
      "sourceUrl": "https://github.com/vercel-labs/skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Powers the skills.sh directory and leaderboard."
    },
    {
      "name": "Agent Browser",
      "slug": "agent-browser",
      "type": "agent-skill",
      "category": "devops",
      "summary": "Fast native Rust browser-automation CLI built for AI agents.",
      "whatItDoes": "Lets agents navigate, click, fill forms, screenshot and read pages via a command-line browser.",
      "maintainer": "Vercel Labs",
      "install": "npm install -g agent-browser",
      "tier": "notable",
      "tags": [
        "devops",
        "automation"
      ],
      "homeUrl": "https://github.com/vercel-labs/agent-browser",
      "sourceUrl": "https://github.com/vercel-labs/agent-browser",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Remotion Skills",
      "slug": "remotion-skills",
      "type": "agent-skill",
      "category": "design",
      "summary": "Official Remotion agent skills for making videos programmatically in React.",
      "whatItDoes": "Teaches agents Remotion best practices across audio, captions, fonts and compositions to build videos.",
      "maintainer": "Remotion (remotion-dev)",
      "install": "npx skills add remotion-dev/skills",
      "tier": "notable",
      "tags": [
        "design",
        "video"
      ],
      "homeUrl": "https://github.com/remotion-dev/skills",
      "sourceUrl": "https://github.com/remotion-dev/skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "wshobson Agents",
      "slug": "wshobson-agents",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Multi-harness marketplace of domain-expert agents, skills and commands.",
      "whatItDoes": "Installs 175+ skills and 200+ subagents across architecture, security, infra and ML domains.",
      "maintainer": "Seth Hobson (wshobson)",
      "install": "/plugin marketplace add wshobson/agents",
      "tier": "notable",
      "tags": [
        "coding",
        "collection"
      ],
      "homeUrl": "https://github.com/wshobson/agents",
      "sourceUrl": "https://github.com/wshobson/agents",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "ffuf Web Fuzzing Skill",
      "slug": "ffuf-fuzzing",
      "type": "agent-skill",
      "category": "security",
      "summary": "Expert ffuf web-fuzzing guidance for penetration testing.",
      "whatItDoes": "Drives ffuf to fuzz directories, files, subdomains and API endpoints, including authenticated requests.",
      "maintainer": "Jason Haddix (jthack)",
      "install": "clone repo into ~/.claude/skills/",
      "tier": "niche",
      "tags": [
        "security",
        "pentest"
      ],
      "homeUrl": "https://github.com/jthack/ffuf_claude_skill",
      "sourceUrl": "https://github.com/jthack/ffuf_claude_skill",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Scientific Agent Skills",
      "slug": "scientific-agent-skills",
      "type": "agent-skill",
      "category": "research",
      "summary": "Large library of scientific skills plus 100+ research databases.",
      "whatItDoes": "Gives agents ready-to-use skills across biology, chemistry, medicine and drug discovery workflows.",
      "maintainer": "K-Dense AI",
      "install": "npx skills add K-Dense-AI/scientific-agent-skills",
      "tier": "notable",
      "tags": [
        "research",
        "science"
      ],
      "homeUrl": "https://github.com/K-Dense-AI/scientific-agent-skills",
      "sourceUrl": "https://github.com/K-Dense-AI/scientific-agent-skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "iOS Simulator Skill",
      "slug": "ios-simulator-skill",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Toolkit for building, testing and driving iOS apps in the simulator.",
      "whatItDoes": "Wraps xcodebuild and simctl so agents build, screenshot, navigate UI and simulate device state.",
      "maintainer": "Conor Luddy",
      "install": "/plugin marketplace add conorluddy/ios-simulator-skill",
      "tier": "notable",
      "tags": [
        "coding",
        "ios"
      ],
      "homeUrl": "https://github.com/conorluddy/ios-simulator-skill",
      "sourceUrl": "https://github.com/conorluddy/ios-simulator-skill",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "GSD Core",
      "slug": "gsd-core",
      "type": "agent-skill",
      "category": "productivity",
      "summary": "Spec-driven, context-engineering workflow system for coding agents.",
      "whatItDoes": "Runs a Discuss, Plan, Execute, Verify, Ship loop using fresh-context subagents to fight context rot.",
      "maintainer": "Open GSD (TACHES)",
      "install": "npx @opengsd/gsd-core@latest",
      "tier": "notable",
      "tags": [
        "productivity",
        "workflow"
      ],
      "homeUrl": "https://github.com/open-gsd/gsd-core",
      "sourceUrl": "https://github.com/open-gsd/gsd-core",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Successor to the archived gsd-build/get-shit-done."
    },
    {
      "name": "Skill Seekers",
      "slug": "skill-seekers",
      "type": "agent-skill",
      "category": "research",
      "summary": "Converts docs sites, repos, PDFs and videos into agent skills.",
      "whatItDoes": "Scrapes 18+ source types into structured SKILL.md assets for Claude, Gemini, OpenAI and RAG frameworks.",
      "maintainer": "Yusuf Karaaslan",
      "install": "pip install skill-seekers",
      "tier": "notable",
      "tags": [
        "research",
        "tooling"
      ],
      "homeUrl": "https://github.com/yusufkaraaslan/Skill_Seekers",
      "sourceUrl": "https://github.com/yusufkaraaslan/Skill_Seekers",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Claude D3.js Skill",
      "slug": "claude-d3js-skill",
      "type": "agent-skill",
      "category": "data",
      "summary": "Skill that teaches agents to build data visualizations with D3.js.",
      "whatItDoes": "Guides agents to produce correct D3.js charts using bundled references and patterns.",
      "maintainer": "Chris von Csefalvay",
      "install": "clone repo into ~/.claude/skills/",
      "tier": "niche",
      "tags": [
        "data",
        "dataviz"
      ],
      "homeUrl": "https://github.com/chrisvoncsefalvay/claude-d3js-skill",
      "sourceUrl": "https://github.com/chrisvoncsefalvay/claude-d3js-skill",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Addy Osmani Agent Skills",
      "slug": "addyosmani-agent-skills",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Production-grade engineering skills spanning the full dev lifecycle.",
      "whatItDoes": "Runs spec, plan, build, test, review and ship skills with verification gates and quality checks.",
      "maintainer": "Addy Osmani",
      "install": "npx skills add addyosmani/agent-skills",
      "tier": "essential",
      "tags": [
        "coding",
        "workflow"
      ],
      "homeUrl": "https://github.com/addyosmani/agent-skills",
      "sourceUrl": "https://github.com/addyosmani/agent-skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Web Quality Skills",
      "slug": "web-quality-skills",
      "type": "agent-skill",
      "category": "devops",
      "summary": "Agent skills for web quality based on Lighthouse and Core Web Vitals.",
      "whatItDoes": "Audits and improves sites across performance, accessibility, SEO and best-practice checks.",
      "maintainer": "Addy Osmani",
      "install": "npx skills add addyosmani/web-quality-skills",
      "tier": "notable",
      "tags": [
        "devops",
        "performance"
      ],
      "homeUrl": "https://github.com/addyosmani/web-quality-skills",
      "sourceUrl": "https://github.com/addyosmani/web-quality-skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Trail of Bits Skills",
      "slug": "trailofbits-skills",
      "type": "agent-skill",
      "category": "security",
      "summary": "Security firm skills for auditing, vuln detection and analysis.",
      "whatItDoes": "Adds smart-contract audit, code vulnerability and malware-analysis workflows via CodeQL and Semgrep.",
      "maintainer": "Trail of Bits",
      "install": "/plugin marketplace add trailofbits/skills",
      "tier": "notable",
      "tags": [
        "security",
        "audit"
      ],
      "homeUrl": "https://github.com/trailofbits/skills",
      "sourceUrl": "https://github.com/trailofbits/skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Expo Skills",
      "slug": "expo-skills",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Official Expo skills for building Expo and React Native apps.",
      "whatItDoes": "Teaches agents Expo APIs, routing, UI, and EAS Build and deployment workflows.",
      "maintainer": "Expo",
      "install": "npx skills@latest add expo/skills",
      "tier": "notable",
      "tags": [
        "coding",
        "mobile"
      ],
      "homeUrl": "https://github.com/expo/skills",
      "sourceUrl": "https://github.com/expo/skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Playwright Skill",
      "slug": "playwright-skill",
      "type": "agent-skill",
      "category": "devops",
      "summary": "Browser automation for agents by writing and running Playwright scripts.",
      "whatItDoes": "Lets agents autonomously author and run Playwright scripts for page validation and multi-step flows.",
      "maintainer": "Jon Bell (lackeyjb)",
      "install": "clone into ~/.claude/skills/, npm run setup",
      "tier": "notable",
      "tags": [
        "devops",
        "testing"
      ],
      "homeUrl": "https://github.com/lackeyjb/playwright-skill",
      "sourceUrl": "https://github.com/lackeyjb/playwright-skill",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Awesome Agent Skills",
      "slug": "voltagent-awesome-agent-skills",
      "type": "agent-skill",
      "category": "research",
      "summary": "Curated directory of 1,400+ real agent skills from teams and community.",
      "whatItDoes": "Indexes vetted SKILL.md packages from teams like Vercel, Stripe and Cloudflare for discovery.",
      "maintainer": "VoltAgent",
      "install": "browse repo, then install per skill",
      "tier": "notable",
      "tags": [
        "research",
        "directory"
      ],
      "homeUrl": "https://github.com/VoltAgent/awesome-agent-skills",
      "sourceUrl": "https://github.com/VoltAgent/awesome-agent-skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Discovery directory, not a single installable skill."
    },
    {
      "name": "Skills Marketing",
      "slug": "siegerts-skills-marketing",
      "type": "agent-skill",
      "category": "marketing",
      "summary": "Agent-skill demo for building a SaaS marketing site with Remotion.",
      "whatItDoes": "Scaffolds an Astro marketing site, makes Remotion product videos and audits SEO and copy.",
      "maintainer": "Stephen Siegert (siegerts)",
      "install": "clone repo, pnpm install",
      "tier": "niche",
      "tags": [
        "marketing",
        "seo"
      ],
      "homeUrl": "https://github.com/siegerts/skills-marketing",
      "sourceUrl": "https://github.com/siegerts/skills-marketing",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Frontend Slides",
      "slug": "frontend-slides",
      "type": "agent-skill",
      "category": "design",
      "summary": "Skill that builds animated HTML presentations from scratch or PowerPoint.",
      "whatItDoes": "Generates zero-dependency HTML slide decks, converts PPTX, and offers 34+ design templates.",
      "maintainer": "Zara Zhang (zarazhangrui)",
      "install": "/plugin marketplace add zarazhangrui/frontend-slides",
      "tier": "notable",
      "tags": [
        "design",
        "slides"
      ],
      "homeUrl": "https://github.com/zarazhangrui/frontend-slides",
      "sourceUrl": "https://github.com/zarazhangrui/frontend-slides",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Awesome Claude Skills",
      "slug": "travisvn-awesome-claude-skills",
      "type": "agent-skill",
      "category": "research",
      "summary": "Curated list of Claude skills, resources and tools for Claude Code.",
      "whatItDoes": "Catalogs community skills with repo links so users can find and install SKILL.md packages.",
      "maintainer": "Travis Van Nimwegen (travisvn)",
      "install": "browse repo, then install per skill",
      "tier": "niche",
      "tags": [
        "research",
        "directory"
      ],
      "homeUrl": "https://github.com/travisvn/awesome-claude-skills",
      "sourceUrl": "https://github.com/travisvn/awesome-claude-skills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Discovery directory, not a single installable skill."
    },
    {
      "name": "Marketing Skills",
      "slug": "coreyhaines-marketing-skills",
      "type": "agent-skill",
      "category": "marketing",
      "summary": "43 marketing skills: CRO, copywriting, SEO, analytics, growth.",
      "whatItDoes": "Gives agents marketing frameworks for conversion, copy, paid acquisition, retention and growth.",
      "maintainer": "Corey Haines",
      "install": "npx skills add coreyhaines31/marketingskills",
      "tier": "notable",
      "tags": [
        "marketing",
        "growth"
      ],
      "homeUrl": "https://github.com/coreyhaines31/marketingskills",
      "sourceUrl": "https://github.com/coreyhaines31/marketingskills",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Web Asset Generator",
      "slug": "web-asset-generator",
      "type": "agent-skill",
      "category": "design",
      "summary": "Generates favicons, app icons and social images from logos or text.",
      "whatItDoes": "Creates favicons, PWA manifests and social images from a logo, text or emoji and integrates them.",
      "maintainer": "alonw0",
      "install": "/plugin marketplace add alonw0/web-asset-generator",
      "tier": "niche",
      "tags": [
        "design",
        "assets"
      ],
      "homeUrl": "https://github.com/alonw0/web-asset-generator",
      "sourceUrl": "https://github.com/alonw0/web-asset-generator",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Loki Mode",
      "slug": "loki-mode",
      "type": "agent-skill",
      "category": "coding",
      "summary": "Autonomous framework that turns specs into tested, deployable apps.",
      "whatItDoes": "Takes a PRD or spec and generates working code, tests and deploy config gated on verified completion.",
      "maintainer": "Autonomi (asklokesh)",
      "install": "npm install -g loki-mode",
      "tier": "niche",
      "tags": [
        "coding",
        "autonomous"
      ],
      "homeUrl": "https://github.com/asklokesh/loki-mode",
      "sourceUrl": "https://github.com/asklokesh/loki-mode",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Source-available (BSL 1.1), not fully open-source."
    },
    {
      "name": "Filesystem",
      "slug": "filesystem",
      "type": "mcp-server",
      "category": "official-reference",
      "summary": "Secure local file operations with configurable access controls.",
      "whatItDoes": "Lets an agent read, write, edit, move and search files within directories you explicitly allow.",
      "maintainer": "Model Context Protocol (Anthropic)",
      "install": "npx @modelcontextprotocol/server-filesystem",
      "tier": "essential",
      "tags": [
        "files",
        "local",
        "reference"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Fetch",
      "slug": "fetch",
      "type": "mcp-server",
      "category": "official-reference",
      "summary": "Web content fetching and conversion to markdown for LLMs.",
      "whatItDoes": "Retrieves a URL and converts the page to clean markdown so the agent can read web content efficiently.",
      "maintainer": "Model Context Protocol (Anthropic)",
      "install": "uvx mcp-server-fetch",
      "tier": "essential",
      "tags": [
        "web",
        "fetch",
        "reference"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/fetch",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Git",
      "slug": "git-reference",
      "type": "mcp-server",
      "category": "official-reference",
      "summary": "Read, search and manipulate local Git repositories.",
      "whatItDoes": "Gives the agent Git operations: status, diff, log, commit, branch and search across a local repo.",
      "maintainer": "Model Context Protocol (Anthropic)",
      "install": "uvx mcp-server-git",
      "tier": "essential",
      "tags": [
        "git",
        "code",
        "reference"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/git",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Memory",
      "slug": "memory",
      "type": "mcp-server",
      "category": "official-reference",
      "summary": "Knowledge-graph-based persistent memory for agents.",
      "whatItDoes": "Stores entities, relations and observations as a knowledge graph the agent can persist and recall across sessions.",
      "maintainer": "Model Context Protocol (Anthropic)",
      "install": "npx @modelcontextprotocol/server-memory",
      "tier": "notable",
      "tags": [
        "memory",
        "knowledge-graph",
        "reference"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/memory",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Sequential Thinking",
      "slug": "sequential-thinking",
      "type": "mcp-server",
      "category": "official-reference",
      "summary": "Structured step-by-step reasoning through thought sequences.",
      "whatItDoes": "Provides a tool for dynamic, reflective problem-solving by breaking work into revisable numbered thoughts.",
      "maintainer": "Model Context Protocol (Anthropic)",
      "install": "npx @modelcontextprotocol/server-sequential-thinking",
      "tier": "notable",
      "tags": [
        "reasoning",
        "planning",
        "reference"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Time",
      "slug": "time",
      "type": "mcp-server",
      "category": "official-reference",
      "summary": "Current time and timezone conversion capabilities.",
      "whatItDoes": "Gives the agent the current time in any IANA timezone and converts times between zones.",
      "maintainer": "Model Context Protocol (Anthropic)",
      "install": "uvx mcp-server-time",
      "tier": "niche",
      "tags": [
        "time",
        "timezone",
        "reference"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/time",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Everything",
      "slug": "everything",
      "type": "mcp-server",
      "category": "official-reference",
      "summary": "Reference and test server exercising every MCP feature.",
      "whatItDoes": "Demonstrates prompts, resources, tools, sampling and more so client builders can test full MCP support.",
      "maintainer": "Model Context Protocol (Anthropic)",
      "install": "npx @modelcontextprotocol/server-everything",
      "tier": "niche",
      "tags": [
        "reference",
        "testing",
        "demo"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/everything",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "GitHub MCP Server",
      "slug": "github-mcp",
      "type": "mcp-server",
      "category": "dev-tools",
      "summary": "GitHub official server for repos, issues, PRs and Actions.",
      "whatItDoes": "Lets agents browse code, manage issues and pull requests, and inspect GitHub Actions runs across your repos.",
      "maintainer": "GitHub",
      "install": "Remote: api.githubcopilot.com/mcp/",
      "tier": "essential",
      "tags": [
        "git",
        "code",
        "github"
      ],
      "homeUrl": "https://github.com/github/github-mcp-server",
      "sourceUrl": "https://github.com/github/github-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Official; remote endpoint or self-hosted Go binary."
    },
    {
      "name": "Playwright MCP",
      "slug": "playwright-mcp",
      "type": "mcp-server",
      "category": "dev-tools",
      "summary": "Browser automation via Playwright accessibility snapshots.",
      "whatItDoes": "Drives a real browser so agents click, type and navigate pages using structured accessibility trees, not screenshots.",
      "maintainer": "Microsoft",
      "install": "npx @playwright/mcp@latest",
      "tier": "essential",
      "tags": [
        "browser",
        "automation",
        "testing"
      ],
      "homeUrl": "https://github.com/microsoft/playwright-mcp",
      "sourceUrl": "https://github.com/microsoft/playwright-mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Sentry MCP Server",
      "slug": "sentry-mcp",
      "type": "mcp-server",
      "category": "dev-tools",
      "summary": "Retrieve and analyze errors and issues from Sentry.",
      "whatItDoes": "Pulls Sentry issues, events and stack traces so the agent can triage and explain production errors.",
      "maintainer": "Sentry (getsentry)",
      "install": "Remote: mcp.sentry.dev/mcp",
      "tier": "notable",
      "tags": [
        "observability",
        "errors",
        "monitoring"
      ],
      "homeUrl": "https://github.com/getsentry/sentry-mcp",
      "sourceUrl": "https://github.com/getsentry/sentry-mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Stripe Agent Toolkit",
      "slug": "stripe-mcp",
      "type": "mcp-server",
      "category": "dev-tools",
      "summary": "Stripe API access for payments, invoices and billing.",
      "whatItDoes": "Lets agents create customers, payments, subscriptions, refunds and invoices through the Stripe API.",
      "maintainer": "Stripe",
      "install": "Remote: mcp.stripe.com",
      "tier": "notable",
      "tags": [
        "payments",
        "billing",
        "fintech"
      ],
      "homeUrl": "https://github.com/stripe/agent-toolkit",
      "sourceUrl": "https://github.com/stripe/agent-toolkit",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Notion MCP Server",
      "slug": "notion-mcp",
      "type": "mcp-server",
      "category": "productivity",
      "summary": "Official Notion server for pages, databases and comments.",
      "whatItDoes": "Reads and edits Notion pages and databases in markdown, letting agents manage docs, tasks and wikis.",
      "maintainer": "Notion (makenotion)",
      "install": "npx @notionhq/notion-mcp-server",
      "tier": "essential",
      "tags": [
        "notes",
        "docs",
        "wiki"
      ],
      "homeUrl": "https://github.com/makenotion/notion-mcp-server",
      "sourceUrl": "https://github.com/makenotion/notion-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Linear MCP Server",
      "slug": "linear-mcp",
      "type": "mcp-server",
      "category": "productivity",
      "summary": "Official hosted server for Linear issues and projects.",
      "whatItDoes": "Finds, creates and updates Linear issues, projects and comments so agents can run project management.",
      "maintainer": "Linear",
      "install": "Remote: mcp.linear.app/mcp",
      "tier": "essential",
      "tags": [
        "issues",
        "project-management",
        "tickets"
      ],
      "homeUrl": "https://linear.app/docs/mcp",
      "sourceUrl": "https://linear.app/docs/mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Remote server; OAuth 2.1 or API key."
    },
    {
      "name": "Atlassian MCP Server",
      "slug": "atlassian-mcp",
      "type": "mcp-server",
      "category": "productivity",
      "summary": "Official remote server for Jira, Confluence and Bitbucket.",
      "whatItDoes": "Connects Jira, Confluence, JSM, Bitbucket and Compass so agents read and update issues, pages and code.",
      "maintainer": "Atlassian",
      "install": "Remote: mcp.atlassian.com/v1/sse",
      "tier": "notable",
      "tags": [
        "jira",
        "confluence",
        "project-management"
      ],
      "homeUrl": "https://github.com/atlassian/atlassian-mcp-server",
      "sourceUrl": "https://github.com/atlassian/atlassian-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Supabase MCP Server",
      "slug": "supabase-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Connect AI assistants to your Supabase Postgres project.",
      "whatItDoes": "Lets agents query the database, manage tables and branches, and run management-API tasks on Supabase.",
      "maintainer": "Supabase",
      "install": "npx @supabase/mcp-server-supabase@latest",
      "tier": "essential",
      "tags": [
        "postgres",
        "database",
        "backend"
      ],
      "homeUrl": "https://github.com/supabase/mcp",
      "sourceUrl": "https://github.com/supabase/mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Neon MCP Server",
      "slug": "neon-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Manage Neon serverless Postgres databases and branches.",
      "whatItDoes": "Interacts with the Neon management API and databases: create projects, run SQL and manage database branches.",
      "maintainer": "Neon",
      "install": "npx @neondatabase/mcp-server-neon",
      "tier": "notable",
      "tags": [
        "postgres",
        "database",
        "serverless"
      ],
      "homeUrl": "https://github.com/neondatabase/mcp-server-neon",
      "sourceUrl": "https://github.com/neondatabase/mcp-server-neon",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "MongoDB MCP Server",
      "slug": "mongodb-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Connect to MongoDB databases and Atlas clusters.",
      "whatItDoes": "Lets agents query collections, run aggregations and manage MongoDB databases and Atlas clusters.",
      "maintainer": "MongoDB (mongodb-js)",
      "install": "npx mongodb-mcp-server",
      "tier": "notable",
      "tags": [
        "mongodb",
        "database",
        "nosql"
      ],
      "homeUrl": "https://github.com/mongodb-js/mongodb-mcp-server",
      "sourceUrl": "https://github.com/mongodb-js/mongodb-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Elasticsearch MCP Server",
      "slug": "elasticsearch-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Query Elasticsearch indices in natural language.",
      "whatItDoes": "Lets agents list indices, inspect mappings and run search queries against an Elasticsearch cluster.",
      "maintainer": "Elastic",
      "install": "npx @elastic/mcp-server-elasticsearch",
      "tier": "notable",
      "tags": [
        "search",
        "elasticsearch",
        "database"
      ],
      "homeUrl": "https://github.com/elastic/mcp-server-elasticsearch",
      "sourceUrl": "https://github.com/elastic/mcp-server-elasticsearch",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Deprecated in favor of the Elastic Agent Builder MCP endpoint."
    },
    {
      "name": "Qdrant MCP Server",
      "slug": "qdrant-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Semantic memory layer over the Qdrant vector database.",
      "whatItDoes": "Stores and retrieves information by vector similarity, giving agents semantic memory backed by Qdrant.",
      "maintainer": "Qdrant",
      "install": "uvx mcp-server-qdrant",
      "tier": "notable",
      "tags": [
        "vector-db",
        "embeddings",
        "memory"
      ],
      "homeUrl": "https://github.com/qdrant/mcp-server-qdrant",
      "sourceUrl": "https://github.com/qdrant/mcp-server-qdrant",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "ClickHouse MCP Server",
      "slug": "clickhouse-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Read-only SQL querying against ClickHouse databases.",
      "whatItDoes": "Lets agents list databases and tables and run read-only SQL analytics queries on ClickHouse.",
      "maintainer": "ClickHouse",
      "install": "uvx mcp-clickhouse",
      "tier": "niche",
      "tags": [
        "analytics",
        "sql",
        "database"
      ],
      "homeUrl": "https://github.com/ClickHouse/mcp-clickhouse",
      "sourceUrl": "https://github.com/ClickHouse/mcp-clickhouse",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Redis MCP Server",
      "slug": "redis-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Natural-language interface to manage and search Redis data.",
      "whatItDoes": "Lets agents read and write Redis strings, hashes, sets, sorted sets, streams and JSON via natural language.",
      "maintainer": "Redis",
      "install": "clone redis/mcp-redis, then uv run",
      "tier": "notable",
      "tags": [
        "redis",
        "cache",
        "database"
      ],
      "homeUrl": "https://github.com/redis/mcp-redis",
      "sourceUrl": "https://github.com/redis/mcp-redis",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "PostHog MCP Server",
      "slug": "posthog-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Query PostHog product analytics, insights and feature flags.",
      "whatItDoes": "Lets agents build and read insights, query events, and manage feature flags in PostHog.",
      "maintainer": "PostHog",
      "install": "Remote: mcp.posthog.com/mcp",
      "tier": "notable",
      "tags": [
        "analytics",
        "product",
        "feature-flags"
      ],
      "homeUrl": "https://github.com/PostHog/mcp",
      "sourceUrl": "https://github.com/PostHog/mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Brave Search MCP Server",
      "slug": "brave-search-mcp",
      "type": "mcp-server",
      "category": "search-and-web",
      "summary": "Web, local, image, video and news search via Brave Search API.",
      "whatItDoes": "Gives agents Brave-powered web, local, image, video and news search plus summarizer context.",
      "maintainer": "Brave",
      "install": "npx @brave/brave-search-mcp-server",
      "tier": "essential",
      "tags": [
        "search",
        "web",
        "brave"
      ],
      "homeUrl": "https://github.com/brave/brave-search-mcp-server",
      "sourceUrl": "https://github.com/brave/brave-search-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Firecrawl MCP Server",
      "slug": "firecrawl-mcp",
      "type": "mcp-server",
      "category": "search-and-web",
      "summary": "Web scraping, crawling and extraction for LLM clients.",
      "whatItDoes": "Lets agents scrape single pages, crawl whole sites, search and extract structured data from the web.",
      "maintainer": "Firecrawl (Mendable)",
      "install": "npx -y firecrawl-mcp",
      "tier": "essential",
      "tags": [
        "scraping",
        "crawling",
        "web"
      ],
      "homeUrl": "https://github.com/mendableai/firecrawl-mcp-server",
      "sourceUrl": "https://github.com/mendableai/firecrawl-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Exa MCP Server",
      "slug": "exa-mcp",
      "type": "mcp-server",
      "category": "search-and-web",
      "summary": "AI-native web search and crawling via the Exa API.",
      "whatItDoes": "Gives agents neural web search, content retrieval and crawling tuned for research and answer engines.",
      "maintainer": "Exa (exa-labs)",
      "install": "npx -y exa-mcp-server",
      "tier": "notable",
      "tags": [
        "search",
        "research",
        "web"
      ],
      "homeUrl": "https://github.com/exa-labs/exa-mcp-server",
      "sourceUrl": "https://github.com/exa-labs/exa-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Apify MCP Server",
      "slug": "apify-mcp",
      "type": "mcp-server",
      "category": "search-and-web",
      "summary": "Run thousands of Apify Actors for scraping and automation.",
      "whatItDoes": "Lets agents call any Apify Actor to scrape social media, search engines, maps, e-commerce and more.",
      "maintainer": "Apify",
      "install": "npx @apify/actors-mcp-server",
      "tier": "notable",
      "tags": [
        "scraping",
        "actors",
        "automation"
      ],
      "homeUrl": "https://github.com/apify/apify-mcp-server",
      "sourceUrl": "https://github.com/apify/apify-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Browserbase MCP Server",
      "slug": "browserbase-mcp",
      "type": "mcp-server",
      "category": "search-and-web",
      "summary": "Cloud browser automation with Browserbase and Stagehand.",
      "whatItDoes": "Lets agents control a hosted cloud browser to navigate, extract data and perform actions on web pages.",
      "maintainer": "Browserbase",
      "install": "npx @browserbasehq/mcp",
      "tier": "notable",
      "tags": [
        "browser",
        "automation",
        "cloud"
      ],
      "homeUrl": "https://github.com/browserbase/mcp-server-browserbase",
      "sourceUrl": "https://github.com/browserbase/mcp-server-browserbase",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Cloudflare MCP Servers",
      "slug": "cloudflare-mcp",
      "type": "mcp-server",
      "category": "cloud-and-devops",
      "summary": "Manage Cloudflare Workers, DNS, KV, R2 and docs.",
      "whatItDoes": "A suite of servers letting agents query Cloudflare docs and manage Workers, DNS, KV, R2 and analytics.",
      "maintainer": "Cloudflare",
      "install": "npx @cloudflare/mcp-server-cloudflare",
      "tier": "notable",
      "tags": [
        "cloudflare",
        "edge",
        "devops"
      ],
      "homeUrl": "https://github.com/cloudflare/mcp-server-cloudflare",
      "sourceUrl": "https://github.com/cloudflare/mcp-server-cloudflare",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Terraform MCP Server",
      "slug": "terraform-mcp",
      "type": "mcp-server",
      "category": "cloud-and-devops",
      "summary": "Integrate with the Terraform Registry for IaC workflows.",
      "whatItDoes": "Lets agents look up Terraform providers, modules and docs to automate infrastructure-as-code development.",
      "maintainer": "HashiCorp",
      "install": "docker run hashicorp/terraform-mcp-server",
      "tier": "notable",
      "tags": [
        "terraform",
        "iac",
        "devops"
      ],
      "homeUrl": "https://github.com/hashicorp/terraform-mcp-server",
      "sourceUrl": "https://github.com/hashicorp/terraform-mcp-server",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "AWS MCP Servers",
      "slug": "aws-mcp",
      "type": "mcp-server",
      "category": "cloud-and-devops",
      "summary": "Open-source suite of MCP servers for AWS services.",
      "whatItDoes": "A collection of servers giving agents AWS docs, CDK, cost analysis, Bedrock and many service integrations.",
      "maintainer": "AWS Labs",
      "install": "uvx awslabs.core-mcp-server",
      "tier": "notable",
      "tags": [
        "aws",
        "cloud",
        "devops"
      ],
      "homeUrl": "https://github.com/awslabs/mcp",
      "sourceUrl": "https://github.com/awslabs/mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Azure MCP Server",
      "slug": "azure-mcp",
      "type": "mcp-server",
      "category": "cloud-and-devops",
      "summary": "Bring Azure services to your agents.",
      "whatItDoes": "Lets agents query and manage Azure resources: storage, Cosmos DB, monitoring, CLI and more.",
      "maintainer": "Microsoft",
      "install": "npx @azure/mcp",
      "tier": "notable",
      "tags": [
        "azure",
        "cloud",
        "devops"
      ],
      "homeUrl": "https://github.com/Azure/azure-mcp",
      "sourceUrl": "https://github.com/Azure/azure-mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Development moved to github.com/microsoft/mcp."
    },
    {
      "name": "Grafana MCP Server",
      "slug": "grafana-mcp",
      "type": "mcp-server",
      "category": "cloud-and-devops",
      "summary": "Access Grafana dashboards, datasources and alerts.",
      "whatItDoes": "Lets agents search dashboards, query datasources, and manage alerts, incidents and on-call in Grafana.",
      "maintainer": "Grafana Labs",
      "install": "docker run mcp/grafana",
      "tier": "notable",
      "tags": [
        "observability",
        "dashboards",
        "monitoring"
      ],
      "homeUrl": "https://github.com/grafana/mcp-grafana",
      "sourceUrl": "https://github.com/grafana/mcp-grafana",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Netlify MCP Server",
      "slug": "netlify-mcp",
      "type": "mcp-server",
      "category": "cloud-and-devops",
      "summary": "Official server to build, deploy and manage Netlify sites.",
      "whatItDoes": "Lets agents create projects, deploy, and manage Netlify resources through the Netlify API and CLI.",
      "maintainer": "Netlify",
      "install": "npx -y @netlify/mcp",
      "tier": "notable",
      "tags": [
        "deploy",
        "hosting",
        "devops"
      ],
      "homeUrl": "https://github.com/netlify/netlify-mcp",
      "sourceUrl": "https://github.com/netlify/netlify-mcp",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Framelink Figma MCP",
      "slug": "figma-context-mcp",
      "type": "mcp-server",
      "category": "design",
      "summary": "Feed Figma layout data to AI coding agents.",
      "whatItDoes": "Pulls a Figma frame layout, styles and structure into the agent so it can generate matching code.",
      "maintainer": "Framelink (GLips)",
      "install": "npx figma-developer-mcp",
      "tier": "notable",
      "tags": [
        "figma",
        "design",
        "code-gen"
      ],
      "homeUrl": "https://github.com/GLips/Figma-Context-MCP",
      "sourceUrl": "https://github.com/GLips/Figma-Context-MCP",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Popular community server, not Figma-official."
    },
    {
      "name": "Slack MCP Server (archived)",
      "slug": "slack-mcp",
      "type": "mcp-server",
      "category": "communication",
      "summary": "Post messages and manage channels in Slack.",
      "whatItDoes": "Lets agents list channels, read history and post messages in a Slack workspace.",
      "maintainer": "Model Context Protocol (archived reference)",
      "install": "npx @modelcontextprotocol/server-slack",
      "tier": "niche",
      "tags": [
        "slack",
        "chat",
        "messaging"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers-archived",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/slack",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Archived reference server; community forks maintained."
    },
    {
      "name": "PostgreSQL MCP Server (archived)",
      "slug": "postgres-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Read-only Postgres access with schema inspection.",
      "whatItDoes": "Lets agents inspect table schemas and run read-only SQL queries against a PostgreSQL database.",
      "maintainer": "Model Context Protocol (archived reference)",
      "install": "npx @modelcontextprotocol/server-postgres",
      "tier": "niche",
      "tags": [
        "postgres",
        "sql",
        "database"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers-archived",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/postgres",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Archived reference server; see Supabase or Neon for maintained Postgres."
    },
    {
      "name": "SQLite MCP Server (archived)",
      "slug": "sqlite-mcp",
      "type": "mcp-server",
      "category": "data-and-db",
      "summary": "Query SQLite databases for business intelligence.",
      "whatItDoes": "Lets agents run SQL against a local SQLite file to read, write and analyze tabular data.",
      "maintainer": "Model Context Protocol (archived reference)",
      "install": "uvx mcp-server-sqlite",
      "tier": "niche",
      "tags": [
        "sqlite",
        "sql",
        "database"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers-archived",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/sqlite",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Archived reference server."
    },
    {
      "name": "Puppeteer MCP Server (archived)",
      "slug": "puppeteer-mcp",
      "type": "mcp-server",
      "category": "search-and-web",
      "summary": "Browser automation and web scraping via Puppeteer.",
      "whatItDoes": "Lets agents drive a headless Chrome to navigate, click, fill forms and screenshot web pages.",
      "maintainer": "Model Context Protocol (archived reference)",
      "install": "npx @modelcontextprotocol/server-puppeteer",
      "tier": "niche",
      "tags": [
        "browser",
        "scraping",
        "automation"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers-archived",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/puppeteer",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Archived reference server; see Playwright MCP for maintained automation."
    },
    {
      "name": "Google Drive MCP Server (archived)",
      "slug": "google-drive-mcp",
      "type": "mcp-server",
      "category": "productivity",
      "summary": "File access and search across Google Drive.",
      "whatItDoes": "Lets agents search Drive and read file contents, exporting Google Docs formats to readable text.",
      "maintainer": "Model Context Protocol (archived reference)",
      "install": "npx @modelcontextprotocol/server-gdrive",
      "tier": "niche",
      "tags": [
        "google-drive",
        "files",
        "docs"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers-archived",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/gdrive",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Archived reference server."
    },
    {
      "name": "GitLab MCP Server (archived)",
      "slug": "gitlab-mcp",
      "type": "mcp-server",
      "category": "dev-tools",
      "summary": "GitLab API access for project and file management.",
      "whatItDoes": "Lets agents manage GitLab projects, files, issues and merge requests through the GitLab API.",
      "maintainer": "Model Context Protocol (archived reference)",
      "install": "npx @modelcontextprotocol/server-gitlab",
      "tier": "niche",
      "tags": [
        "gitlab",
        "code",
        "git"
      ],
      "homeUrl": "https://github.com/modelcontextprotocol/servers-archived",
      "sourceUrl": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/gitlab",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": "Archived reference server."
    },
    {
      "name": "Anthropic Prompt Library (Claude Code)",
      "slug": "anthropic-claude-code-prompt-library",
      "type": "prompt-template",
      "category": "official",
      "summary": "Official copy-paste prompt library for Claude Code, tagged by task and role.",
      "whatItDoes": "60+ ready prompts across the SDLC (onboard, understand, build, ship, operate) with fill-in slots and role tags.",
      "maintainer": "Anthropic",
      "install": "web (copy-paste)",
      "tier": "essential",
      "tags": [
        "prompts",
        "claude-code",
        "official"
      ],
      "homeUrl": "https://code.claude.com/docs/en/prompt-library",
      "sourceUrl": "https://code.claude.com/docs/en/prompt-library",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Anthropic Interactive Prompt Engineering Tutorial",
      "slug": "anthropic-prompt-eng-interactive-tutorial",
      "type": "prompt-template",
      "category": "official",
      "summary": "Anthropic 9-chapter hands-on course for writing optimal Claude prompts.",
      "whatItDoes": "Worked prompt examples, exercises and an answer key across 9 chapters plus an advanced-methods appendix.",
      "maintainer": "Anthropic",
      "install": "clone + run notebooks",
      "tier": "essential",
      "tags": [
        "prompt-engineering",
        "tutorial",
        "official"
      ],
      "homeUrl": "https://github.com/anthropics/prompt-eng-interactive-tutorial",
      "sourceUrl": "https://github.com/anthropics/prompt-eng-interactive-tutorial",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Anthropic Courses",
      "slug": "anthropic-courses",
      "type": "prompt-template",
      "category": "official",
      "summary": "Anthropic educational repo with prompt-engineering and real-world prompting courses.",
      "whatItDoes": "Five courses including the prompt-engineering interactive tutorial and a real-world prompting course with example prompts.",
      "maintainer": "Anthropic",
      "install": "clone / browse repo",
      "tier": "notable",
      "tags": [
        "prompt-engineering",
        "courses",
        "official"
      ],
      "homeUrl": "https://github.com/anthropics/courses",
      "sourceUrl": "https://github.com/anthropics/courses",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "awesome-claude-prompts",
      "slug": "awesome-claude-prompts",
      "type": "prompt-template",
      "category": "role-based",
      "summary": "Curated collection of Claude prompt examples across many use cases.",
      "whatItDoes": "README-listed prompts for coding, writing, analysis and business, plus a folder of Claude Code prompts.",
      "maintainer": "langgptai",
      "install": "copy prompt from README",
      "tier": "notable",
      "tags": [
        "prompts",
        "claude",
        "role-based"
      ],
      "homeUrl": "https://github.com/langgptai/awesome-claude-prompts",
      "sourceUrl": "https://github.com/langgptai/awesome-claude-prompts",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "prompts.chat (Awesome ChatGPT Prompts)",
      "slug": "prompts-chat-awesome-chatgpt-prompts",
      "type": "prompt-template",
      "category": "role-based",
      "summary": "Community prompt library (formerly Awesome ChatGPT Prompts) that works with any LLM.",
      "whatItDoes": "Hundreds of role and persona prompts plus a self-hostable web app to browse, collect and share prompts.",
      "maintainer": "Fatih Kadir Akin (f)",
      "install": "web (prompts.chat)",
      "tier": "essential",
      "tags": [
        "prompts",
        "role-based",
        "chatgpt"
      ],
      "homeUrl": "https://github.com/f/prompts.chat",
      "sourceUrl": "https://github.com/f/prompts.chat",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "wshobson/commands",
      "slug": "wshobson-commands",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Production-ready slash commands for Claude Code (workflows and tools).",
      "whatItDoes": "Slash commands split into multi-agent workflows and single-purpose tools like security-scan, invoked by namespace.",
      "maintainer": "Will Shobson (wshobson)",
      "install": "clone into ~/.claude/",
      "tier": "essential",
      "tags": [
        "slash-commands",
        "claude-code",
        "coding"
      ],
      "homeUrl": "https://github.com/wshobson/commands",
      "sourceUrl": "https://github.com/wshobson/commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "awesome-claude-code",
      "slug": "hesreallyhim-awesome-claude-code",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Hand-picked directory of Claude Code slash commands, skills, hooks and tooling.",
      "whatItDoes": "Curated, categorized listing of slash commands, CLAUDE.md files, agents, status lines, hooks and plugins.",
      "maintainer": "hesreallyhim",
      "install": "browse list (web)",
      "tier": "essential",
      "tags": [
        "claude-code",
        "slash-commands",
        "directory"
      ],
      "homeUrl": "https://github.com/hesreallyhim/awesome-claude-code",
      "sourceUrl": "https://github.com/hesreallyhim/awesome-claude-code",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Claude Command Suite",
      "slug": "qdhenry-claude-command-suite",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Professional slash-command suite of structured workflows for Claude Code.",
      "whatItDoes": "Markdown slash commands for code review, feature creation, testing, security auditing and architecture analysis.",
      "maintainer": "qdhenry",
      "install": "copy to .claude/commands/",
      "tier": "notable",
      "tags": [
        "slash-commands",
        "claude-code",
        "workflows"
      ],
      "homeUrl": "https://github.com/qdhenry/Claude-Command-Suite",
      "sourceUrl": "https://github.com/qdhenry/Claude-Command-Suite",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "claude-code-templates",
      "slug": "davila7-claude-code-templates",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "CLI and component catalog for configuring Claude Code (agents, commands, MCP).",
      "whatItDoes": "Installs pre-built slash commands, agents, settings, hooks and MCP configs via a CLI, browsable at aitmpl.com.",
      "maintainer": "Daniel Avila (davila7)",
      "install": "npx claude-code-templates",
      "tier": "notable",
      "tags": [
        "claude-code",
        "slash-commands",
        "cli"
      ],
      "homeUrl": "https://github.com/davila7/claude-code-templates",
      "sourceUrl": "https://github.com/davila7/claude-code-templates",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "awesome-cursorrules",
      "slug": "patrickjs-awesome-cursorrules",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Curated .cursorrules configuration files for the Cursor AI editor.",
      "whatItDoes": "Framework- and language-specific rule files that steer Cursor behavior; copy the chosen file into your project.",
      "maintainer": "PatrickJS",
      "install": "copy .cursorrules to project",
      "tier": "essential",
      "tags": [
        "cursor",
        "rules",
        "coding"
      ],
      "homeUrl": "https://github.com/PatrickJS/awesome-cursorrules",
      "sourceUrl": "https://github.com/PatrickJS/awesome-cursorrules",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Cline Prompts",
      "slug": "cline-prompts",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Community-driven library of rules and workflows for the Cline coding agent.",
      "whatItDoes": "Browsable collection of .clinerules and workflow prompts, applyable from the Prompts Library inside Cline.",
      "maintainer": "Cline",
      "install": "browse in Cline Prompts Library",
      "tier": "notable",
      "tags": [
        "cline",
        "rules",
        "coding"
      ],
      "homeUrl": "https://github.com/cline/prompts",
      "sourceUrl": "https://github.com/cline/prompts",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "awesome-copilot",
      "slug": "github-awesome-copilot",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Official community repo of GitHub Copilot instructions, prompts and chat modes.",
      "whatItDoes": "Reusable .prompt.md files, custom instructions and .chatmode.md configs to tailor Copilot for tasks and stacks.",
      "maintainer": "GitHub",
      "install": "copy .prompt.md into repo",
      "tier": "essential",
      "tags": [
        "copilot",
        "prompts",
        "chat-modes"
      ],
      "homeUrl": "https://github.com/github/awesome-copilot",
      "sourceUrl": "https://github.com/github/awesome-copilot",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "instructa/ai-prompts",
      "slug": "instructa-ai-prompts",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Curated rules and prompts for Cursor, Cline, Windsurf and GitHub Copilot.",
      "whatItDoes": "Cross-tool rule and prompt files you copy into a project to standardize AI behavior across coding agents.",
      "maintainer": "instructa",
      "install": "copy rules to project",
      "tier": "niche",
      "tags": [
        "cursor",
        "cline",
        "copilot"
      ],
      "homeUrl": "https://github.com/instructa/ai-prompts",
      "sourceUrl": "https://github.com/instructa/ai-prompts",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "awesome-claude-code-setup",
      "slug": "cassler-awesome-claude-code-setup",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Power-user bundle of bash scripts and slash commands for Claude Code.",
      "whatItDoes": "Ships 21 slash commands and 17 shell tools covering code analysis, MCP plugins and automation hooks.",
      "maintainer": "cassler",
      "install": "run install script",
      "tier": "niche",
      "tags": [
        "claude-code",
        "slash-commands",
        "scripts"
      ],
      "homeUrl": "https://github.com/cassler/awesome-claude-code-setup",
      "sourceUrl": "https://github.com/cassler/awesome-claude-code-setup",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Claude Slash Commands",
      "slug": "danielrosehill-claude-slash-commands",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Personal collection of custom Claude Code slash commands by category.",
      "whatItDoes": "Large set of markdown slash commands for common development workflows, organized by category.",
      "maintainer": "Daniel Rosehill",
      "install": "copy to .claude/commands/",
      "tier": "niche",
      "tags": [
        "claude-code",
        "slash-commands"
      ],
      "homeUrl": "https://github.com/danielrosehill/Claude-Slash-Commands",
      "sourceUrl": "https://github.com/danielrosehill/Claude-Slash-Commands",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "awesome-ai-system-prompts",
      "slug": "dontriskit-awesome-ai-system-prompts",
      "type": "prompt-template",
      "category": "prompt-engineering",
      "summary": "Curated system prompts from top AI tools for agent builders.",
      "whatItDoes": "Reference system prompts for ChatGPT, Claude, Claude Code, Perplexity, v0, Windsurf, Grok and more.",
      "maintainer": "Maksym Huczynski (dontriskit)",
      "install": "browse repo (web)",
      "tier": "notable",
      "tags": [
        "system-prompts",
        "reference",
        "agents"
      ],
      "homeUrl": "https://github.com/dontriskit/awesome-ai-system-prompts",
      "sourceUrl": "https://github.com/dontriskit/awesome-ai-system-prompts",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "system-prompts-and-models-of-ai-tools",
      "slug": "x1xhlol-system-prompts-of-ai-tools",
      "type": "prompt-template",
      "category": "prompt-engineering",
      "summary": "Large archive of leaked system prompts and tool schemas for AI coding tools.",
      "whatItDoes": "Raw system prompts and internal tool JSON for Cursor, Windsurf, Claude Code, Devin, v0, Augment and more.",
      "maintainer": "Lucas Valbuena (x1xhlol)",
      "install": "browse repo (web)",
      "tier": "notable",
      "tags": [
        "system-prompts",
        "coding-tools",
        "reference"
      ],
      "homeUrl": "https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools",
      "sourceUrl": "https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "leaked-system-prompts",
      "slug": "jujumilk3-leaked-system-prompts",
      "type": "prompt-template",
      "category": "prompt-engineering",
      "summary": "Community archive of leaked and published AI assistant system prompts.",
      "whatItDoes": "Dated, sourced collection of system prompts from major assistants, useful for reverse-engineering patterns.",
      "maintainer": "jujumilk3",
      "install": "browse repo (web)",
      "tier": "notable",
      "tags": [
        "system-prompts",
        "reference"
      ],
      "homeUrl": "https://github.com/jujumilk3/leaked-system-prompts",
      "sourceUrl": "https://github.com/jujumilk3/leaked-system-prompts",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "OpenAI Cookbook",
      "slug": "openai-cookbook",
      "type": "prompt-template",
      "category": "prompt-engineering",
      "summary": "Official OpenAI examples and prompting guides for the API.",
      "whatItDoes": "Notebooks including GPT-5, GPT-4.1 and Codex prompting guides plus prompt-optimization recipes with runnable code.",
      "maintainer": "OpenAI",
      "install": "clone / browse notebooks",
      "tier": "essential",
      "tags": [
        "prompt-engineering",
        "openai",
        "cookbook"
      ],
      "homeUrl": "https://github.com/openai/openai-cookbook",
      "sourceUrl": "https://github.com/openai/openai-cookbook",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Prompt Engineering Guide (DAIR.AI)",
      "slug": "dair-ai-prompt-engineering-guide",
      "type": "prompt-template",
      "category": "prompt-engineering",
      "summary": "Widely used guide to prompt engineering, context engineering, RAG and agents.",
      "whatItDoes": "Guides, papers, lessons and example prompt templates covering techniques from basics to advanced.",
      "maintainer": "DAIR.AI",
      "install": "web (promptingguide.ai)",
      "tier": "essential",
      "tags": [
        "prompt-engineering",
        "guide",
        "techniques"
      ],
      "homeUrl": "https://github.com/dair-ai/Prompt-Engineering-Guide",
      "sourceUrl": "https://github.com/dair-ai/Prompt-Engineering-Guide",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "Awesome Prompt Engineering",
      "slug": "promptslab-awesome-prompt-engineering",
      "type": "prompt-template",
      "category": "prompt-engineering",
      "summary": "Hand-curated resources and tools for prompt engineering with GPT and other LLMs.",
      "whatItDoes": "Curated links, techniques, papers and prompt templates focused on GPT, ChatGPT and related models.",
      "maintainer": "promptslab",
      "install": "browse repo (web)",
      "tier": "notable",
      "tags": [
        "prompt-engineering",
        "resources",
        "gpt"
      ],
      "homeUrl": "https://github.com/promptslab/Awesome-Prompt-Engineering",
      "sourceUrl": "https://github.com/promptslab/Awesome-Prompt-Engineering",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "ai-boost/awesome-prompts",
      "slug": "ai-boost-awesome-prompts",
      "type": "prompt-template",
      "category": "prompt-engineering",
      "summary": "Curated prompts extracted from top-rated GPTs in the GPT Store.",
      "whatItDoes": "Reverse-engineered prompts from popular GPTs plus prompt-attack, prompt-protect and prompt-engineering references.",
      "maintainer": "ai-boost",
      "install": "copy prompt from README",
      "tier": "niche",
      "tags": [
        "prompts",
        "gpts",
        "prompt-engineering"
      ],
      "homeUrl": "https://github.com/ai-boost/awesome-prompts",
      "sourceUrl": "https://github.com/ai-boost/awesome-prompts",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    },
    {
      "name": "rules_template (AI coding rules)",
      "slug": "bhartendu-rules-template",
      "type": "prompt-template",
      "category": "coding-commands",
      "summary": "Reusable rules template for Cline, RooCode, Cursor and Windsurf.",
      "whatItDoes": "Combines memory, subtask reasoning and best-practice prompts into rule files for Cline, Cursor and Windsurf.",
      "maintainer": "Bhartendu Kumar",
      "install": "copy rules to project",
      "tier": "niche",
      "tags": [
        "cline",
        "cursor",
        "rules"
      ],
      "homeUrl": "https://github.com/Bhartendu-Kumar/rules_template",
      "sourceUrl": "https://github.com/Bhartendu-Kumar/rules_template",
      "verifiedDate": "2026-07-25",
      "status": "representative",
      "note": ""
    }
  ]
}