{
 "categories": [
  {
   "slug": "chatbots",
   "title": "Chatbots & Assistants",
   "description": "General-purpose AI assistants you can chat with.",
   "tool_count": 28,
   "url": "https://aitoolindex.org/category/chatbots/"
  },
  {
   "slug": "writing",
   "title": "Writing",
   "description": "AI tools for copywriting, editing, grammar and long-form content.",
   "tool_count": 25,
   "url": "https://aitoolindex.org/category/writing/"
  },
  {
   "slug": "image",
   "title": "Image Generation",
   "description": "Generate, edit, upscale and enhance images with AI.",
   "tool_count": 25,
   "url": "https://aitoolindex.org/category/image/"
  },
  {
   "slug": "video",
   "title": "Video",
   "description": "AI video generation, avatars, dubbing and editing.",
   "tool_count": 29,
   "url": "https://aitoolindex.org/category/video/"
  },
  {
   "slug": "audio",
   "title": "Voice & Speech",
   "description": "Text-to-speech, voice cloning, speech-to-text and voice agents.",
   "tool_count": 28,
   "url": "https://aitoolindex.org/category/audio/"
  },
  {
   "slug": "music",
   "title": "Music",
   "description": "AI music and song generation, stem separation and audio production.",
   "tool_count": 15,
   "url": "https://aitoolindex.org/category/music/"
  },
  {
   "slug": "coding",
   "title": "Coding",
   "description": "AI coding assistants, editors, code review and app builders.",
   "tool_count": 34,
   "url": "https://aitoolindex.org/category/coding/"
  },
  {
   "slug": "agents",
   "title": "AI Agents & Frameworks",
   "description": "Frameworks, platforms and memory layers for building AI agents.",
   "tool_count": 31,
   "url": "https://aitoolindex.org/category/agents/"
  },
  {
   "slug": "browser-agents",
   "title": "Browser Agents",
   "description": "Browser automation, agentic browsers and web-access infrastructure for agents.",
   "tool_count": 19,
   "url": "https://aitoolindex.org/category/browser-agents/"
  },
  {
   "slug": "mcp",
   "title": "MCP Servers & Registries",
   "description": "Model Context Protocol servers, registries and tooling for connecting agents to tools.",
   "tool_count": 24,
   "url": "https://aitoolindex.org/category/mcp/"
  },
  {
   "slug": "llm-apis",
   "title": "LLM APIs & Model Providers",
   "description": "Model APIs, inference platforms and gateways for building with large language models.",
   "tool_count": 33,
   "url": "https://aitoolindex.org/category/llm-apis/"
  },
  {
   "slug": "vector-db",
   "title": "Vector Databases",
   "description": "Databases and libraries for embeddings, similarity search and retrieval.",
   "tool_count": 16,
   "url": "https://aitoolindex.org/category/vector-db/"
  },
  {
   "slug": "devtools",
   "title": "AI Developer Tools",
   "description": "Observability, evaluation, data and fine-tuning tools for AI applications.",
   "tool_count": 29,
   "url": "https://aitoolindex.org/category/devtools/"
  },
  {
   "slug": "automation",
   "title": "Automation & Workflows",
   "description": "Build workflows and automations that connect apps with AI.",
   "tool_count": 22,
   "url": "https://aitoolindex.org/category/automation/"
  },
  {
   "slug": "productivity",
   "title": "Productivity",
   "description": "AI for notes, planning, docs, presentations and tasks.",
   "tool_count": 26,
   "url": "https://aitoolindex.org/category/productivity/"
  },
  {
   "slug": "meetings",
   "title": "Meetings & Transcription",
   "description": "AI note-takers, meeting assistants and transcription tools.",
   "tool_count": 16,
   "url": "https://aitoolindex.org/category/meetings/"
  },
  {
   "slug": "marketing",
   "title": "Marketing & Social",
   "description": "Ads, email and social media with AI.",
   "tool_count": 18,
   "url": "https://aitoolindex.org/category/marketing/"
  },
  {
   "slug": "seo",
   "title": "SEO & AI Search Visibility",
   "description": "SEO content tools and tools that track brand visibility in AI search.",
   "tool_count": 18,
   "url": "https://aitoolindex.org/category/seo/"
  },
  {
   "slug": "research",
   "title": "Research & Search",
   "description": "AI search engines, literature review and academic research tools.",
   "tool_count": 20,
   "url": "https://aitoolindex.org/category/research/"
  },
  {
   "slug": "design",
   "title": "Design & Websites",
   "description": "AI design, UI mockup, logo and website builders.",
   "tool_count": 19,
   "url": "https://aitoolindex.org/category/design/"
  },
  {
   "slug": "sales",
   "title": "Sales & CRM",
   "description": "Prospecting, outreach, CRM and revenue tools with AI.",
   "tool_count": 23,
   "url": "https://aitoolindex.org/category/sales/"
  },
  {
   "slug": "support",
   "title": "Customer Support",
   "description": "AI agents, helpdesks and chat tools for customer service.",
   "tool_count": 23,
   "url": "https://aitoolindex.org/category/support/"
  },
  {
   "slug": "data",
   "title": "Data & Analytics",
   "description": "AI for analysis, BI, spreadsheets and data science.",
   "tool_count": 23,
   "url": "https://aitoolindex.org/category/data/"
  },
  {
   "slug": "education",
   "title": "Education",
   "description": "AI tutors, study tools and classroom tools for teachers.",
   "tool_count": 22,
   "url": "https://aitoolindex.org/category/education/"
  },
  {
   "slug": "legal",
   "title": "Legal",
   "description": "AI for contract review, legal research and law-firm work.",
   "tool_count": 16,
   "url": "https://aitoolindex.org/category/legal/"
  },
  {
   "slug": "finance",
   "title": "Finance & Accounting",
   "description": "AI for accounting, bookkeeping, investing research and spend management.",
   "tool_count": 20,
   "url": "https://aitoolindex.org/category/finance/"
  },
  {
   "slug": "health",
   "title": "Health & Medical",
   "description": "AI for clinical documentation, medical research and health coaching.",
   "tool_count": 19,
   "url": "https://aitoolindex.org/category/health/"
  }
 ]
}