{
 "groups": [
  {
   "slug": "agent-building",
   "name": "Agent Building",
   "blurb": "MCP servers, frameworks, memory, protocols and marketplaces for agents.",
   "categories": [
    "mcp-servers",
    "agent-frameworks",
    "agent-memory",
    "code-execution",
    "mac-ai-agent-apps",
    "agent-protocols",
    "agent-payments",
    "voice-agents",
    "visual-agent-builders",
    "workflow-automation",
    "workflow-orchestration",
    "research-assistants",
    "ai-tool-directories",
    "agent-marketplaces",
    "chat-sdks"
   ]
  },
  {
   "slug": "ai-models",
   "name": "AI Models & Inference",
   "blurb": "Model APIs, hosting, training, evaluation and safety.",
   "categories": [
    "llm-apis",
    "model-hosting-inference",
    "local-inference",
    "gpu-cloud",
    "fine-tuning",
    "embeddings-rerankers",
    "llm-sdks-structured",
    "llm-benchmarks",
    "prompt-management",
    "nlp-text-analysis",
    "computer-vision",
    "ocr-document-parsing",
    "data-labeling",
    "security-guardrails",
    "ai-content-detection"
   ]
  },
  {
   "slug": "coding-developer-tools",
   "name": "Coding & Developer Tools",
   "blurb": "Coding agents, hosting, CI, testing, observability and security.",
   "categories": [
    "ai-coding-assistants",
    "developer-tools",
    "code-hosting-apis",
    "api-testing-mocking",
    "ci-cd",
    "cloud-dev-environments",
    "serverless-hosting",
    "container-orchestration",
    "observability-evals",
    "uptime-monitoring",
    "feature-flags-config",
    "domains-dns",
    "cms-content",
    "auth-identity",
    "secrets-management",
    "code-security",
    "pdf-document-generation",
    "qr-barcode"
   ]
  },
  {
   "slug": "web-search-scraping",
   "name": "Web, Search & Scraping",
   "blurb": "Search, scraping, browsers, proxies and web data.",
   "categories": [
    "search-apis",
    "site-search-engines",
    "web-scraping-apis",
    "scraping-libraries",
    "no-code-scrapers",
    "browser-automation",
    "content-extraction",
    "proxy-services",
    "captcha-bot-protection",
    "screenshot-apis",
    "url-utilities",
    "rss-feeds",
    "seo-tools",
    "web-analytics",
    "ip-geolocation"
   ]
  },
  {
   "slug": "data-storage",
   "name": "Data & Databases",
   "blurb": "Vector, relational and other databases, storage, pipelines and datasets.",
   "categories": [
    "vector-databases",
    "relational-databases",
    "nosql-key-value-stores",
    "graph-databases",
    "time-series-databases",
    "data-warehouses",
    "backend-as-a-service",
    "no-code-databases",
    "cloud-storage",
    "data-etl",
    "data-viz-bi",
    "message-queues",
    "event-streaming",
    "datasets",
    "spreadsheet-apis"
   ]
  },
  {
   "slug": "media-ai",
   "name": "Media: Image, Video & Audio",
   "blurb": "Generate, edit, host and transcribe images, video, speech and music.",
   "categories": [
    "image-generation",
    "image-editing-apis",
    "video-generation",
    "avatar-video",
    "video-editing",
    "programmatic-video",
    "video-hosting",
    "media-servers",
    "media-cdn",
    "speech-transcription",
    "text-to-speech",
    "voice-cloning",
    "ai-dubbing",
    "speech-datasets",
    "meeting-notes-ai",
    "stock-photos",
    "sound-effects-audio",
    "podcasts",
    "music-apis",
    "ai-music-generation",
    "3d-graphics"
   ]
  },
  {
   "slug": "communication",
   "name": "Communication",
   "blurb": "Email, messaging, chat, meetings, social and translation.",
   "categories": [
    "email-apis",
    "email-verification",
    "newsletters",
    "sms-voice",
    "push-notifications",
    "chat-platforms",
    "secure-messaging",
    "support-helpdesk",
    "meetings-conferencing",
    "calendars-scheduling",
    "social-media-apis",
    "content-moderation",
    "translation-apis"
   ]
  },
  {
   "slug": "business",
   "name": "Business, Commerce & Finance",
   "blurb": "Payments, commerce, CRM, HR, productivity and market data.",
   "categories": [
    "payment-processing",
    "merchant-of-record",
    "buy-now-pay-later",
    "cross-border-payouts",
    "billing-invoicing",
    "accounting-tax",
    "ecommerce-platforms",
    "shipping-logistics",
    "crm-sales",
    "lead-enrichment",
    "project-management",
    "e-signature",
    "form-builders",
    "presentations-slides",
    "diagrams-whiteboards",
    "job-search-apis",
    "applicant-tracking",
    "hr-payroll",
    "finance-market-data",
    "forex-rates",
    "crypto-market-data",
    "blockchain-infrastructure"
   ]
  },
  {
   "slug": "science-public-data",
   "name": "Science & Public Data",
   "blurb": "Open data, statistics, research, health, climate and reference.",
   "categories": [
    "open-data",
    "government-statistics",
    "nonprofit-charity-apis",
    "science-data",
    "academic-research",
    "patents",
    "space-astronomy",
    "weather",
    "environment-hazards",
    "energy-climate",
    "animals-nature",
    "medical-data-apis",
    "wearable-health-data",
    "education",
    "knowledge-bases",
    "dictionaries-language",
    "company-registries",
    "legal-data"
   ]
  },
  {
   "slug": "world-lifestyle",
   "name": "Maps, Travel, Culture & Lifestyle",
   "blurb": "Maps, travel, transport, news, sports, culture, food and home.",
   "categories": [
    "maps-geo",
    "geocoding-address",
    "travel-booking",
    "flight-tracking",
    "public-transit",
    "vehicles-automotive",
    "real-estate",
    "iot-smart-home",
    "news",
    "sports-data",
    "movies-tv-data",
    "games-data",
    "books-apis",
    "museum-collections",
    "recipes-cooking",
    "read-later-bookmarks"
   ]
  }
 ],
 "categories": [
  {
   "slug": "llm-apis",
   "name": "LLM APIs",
   "blurb": "Hosted language models and the gateways that route between them.",
   "group": "ai-models",
   "count": 70
  },
  {
   "slug": "search-apis",
   "name": "Web Search APIs & Engines",
   "blurb": "Web search and retrieval APIs that give agents fresh information, plus the public search engines behind them.",
   "group": "web-search-scraping",
   "count": 41
  },
  {
   "slug": "mcp-servers",
   "name": "MCP Servers",
   "blurb": "Model Context Protocol servers and tooling that plug agents into other software, including Mac apps (use the macOS filter).",
   "group": "agent-building",
   "count": 68
  },
  {
   "slug": "agent-frameworks",
   "name": "Agent Frameworks",
   "blurb": "Libraries and platforms for building, orchestrating and running agents.",
   "group": "agent-building",
   "count": 53
  },
  {
   "slug": "open-data",
   "name": "Open Data",
   "blurb": "Open datasets, public APIs and government and city open data portals.",
   "group": "science-public-data",
   "count": 36
  },
  {
   "slug": "translation-apis",
   "name": "Translation APIs",
   "blurb": "Machine translation services, localization platforms, open models and parallel-text data for multilingual agents.",
   "group": "communication",
   "count": 85
  },
  {
   "slug": "speech-transcription",
   "name": "Speech-to-Text & Transcription",
   "blurb": "Speech recognition engines, transcription APIs and speaker diarization toolkits.",
   "group": "media-ai",
   "count": 59
  },
  {
   "slug": "text-to-speech",
   "name": "Text-to-Speech",
   "blurb": "Speech synthesis and voice APIs.",
   "group": "media-ai",
   "count": 38
  },
  {
   "slug": "image-generation",
   "name": "Image Generation",
   "blurb": "Text-to-image models, hosted APIs and open-source tools for generating and editing images.",
   "group": "media-ai",
   "count": 23
  },
  {
   "slug": "video-generation",
   "name": "Video Generation",
   "blurb": "Text- and image-to-video models and APIs, open and hosted.",
   "group": "media-ai",
   "count": 16
  },
  {
   "slug": "embeddings-rerankers",
   "name": "Embeddings & Rerankers",
   "blurb": "Embedding models, rerankers and tooling for semantic search and RAG.",
   "group": "ai-models",
   "count": 20
  },
  {
   "slug": "ocr-document-parsing",
   "name": "OCR & Document Parsing",
   "blurb": "OCR engines and document parsers that turn PDFs, scans and Office files into structured text.",
   "group": "ai-models",
   "count": 27
  },
  {
   "slug": "browser-automation",
   "name": "Browser Automation",
   "blurb": "Headless browsers, cloud browser infrastructure and agent-driven web automation.",
   "group": "web-search-scraping",
   "count": 33
  },
  {
   "slug": "observability-evals",
   "name": "Observability & Evals",
   "blurb": "Tracing, monitoring and evaluation tools for LLM apps and agents.",
   "group": "coding-developer-tools",
   "count": 20
  },
  {
   "slug": "auth-identity",
   "name": "Auth & Identity",
   "blurb": "Authentication, identity and agent-authorization platforms and standards.",
   "group": "coding-developer-tools",
   "count": 20
  },
  {
   "slug": "email-apis",
   "name": "Email APIs",
   "blurb": "Transactional and inbound email APIs, inboxes for agents, and email infrastructure.",
   "group": "communication",
   "count": 21
  },
  {
   "slug": "sms-voice",
   "name": "SMS & Voice",
   "blurb": "SMS, voice and telephony APIs and real-time audio infrastructure.",
   "group": "communication",
   "count": 21
  },
  {
   "slug": "maps-geo",
   "name": "Maps & Geo",
   "blurb": "Maps, geocoding, routing and geospatial data and libraries.",
   "group": "world-lifestyle",
   "count": 27
  },
  {
   "slug": "finance-market-data",
   "name": "Finance & Market Data",
   "blurb": "Stock, fundamentals and economic data APIs and research tools.",
   "group": "business",
   "count": 22
  },
  {
   "slug": "weather",
   "name": "Weather",
   "blurb": "Weather, forecast and climate data APIs.",
   "group": "science-public-data",
   "count": 18
  },
  {
   "slug": "news",
   "name": "News",
   "blurb": "News search, headline and media APIs for agents that need current events.",
   "group": "world-lifestyle",
   "count": 16
  },
  {
   "slug": "academic-research",
   "name": "Academic & Research",
   "blurb": "Scholarly search, citation and open-access APIs.",
   "group": "science-public-data",
   "count": 25
  },
  {
   "slug": "model-hosting-inference",
   "name": "Model Hosting & Inference",
   "blurb": "Platforms that host and serve open and proprietary models via API.",
   "group": "ai-models",
   "count": 27
  },
  {
   "slug": "fine-tuning",
   "name": "Training & Fine-Tuning",
   "blurb": "Libraries, platforms and experiment tracking for training, fine-tuning and aligning models.",
   "group": "ai-models",
   "count": 32
  },
  {
   "slug": "prompt-management",
   "name": "Prompt Management & Libraries",
   "blurb": "Prompt registries, versioning and optimization tools, plus prompt collections and guides.",
   "group": "ai-models",
   "count": 33
  },
  {
   "slug": "workflow-automation",
   "name": "Workflow Automation",
   "blurb": "No-code and low-code automation platforms that connect apps and agents.",
   "group": "agent-building",
   "count": 15
  },
  {
   "slug": "agent-protocols",
   "name": "Agent Protocols & Standards",
   "blurb": "Open protocols and web standards for agent-to-agent communication, tool use and agent-readable sites.",
   "group": "agent-building",
   "count": 32
  },
  {
   "slug": "agent-marketplaces",
   "name": "Agent & API Marketplaces",
   "blurb": "Marketplaces and catalogs where agents, skills, tools and public APIs are published.",
   "group": "agent-building",
   "count": 32
  },
  {
   "slug": "datasets",
   "name": "Datasets",
   "blurb": "Public datasets and corpora for training, evaluating and grounding models.",
   "group": "data-storage",
   "count": 29
  },
  {
   "slug": "security-guardrails",
   "name": "Security & Guardrails",
   "blurb": "Guardrails, red-teaming and safety tools for AI systems.",
   "group": "ai-models",
   "count": 19
  },
  {
   "slug": "cloud-storage",
   "name": "Cloud Storage",
   "blurb": "Object storage, file storage and file-handling APIs.",
   "group": "data-storage",
   "count": 22
  },
  {
   "slug": "calendars-scheduling",
   "name": "Calendars, Scheduling & Time",
   "blurb": "Calendar, booking, time zone and holiday APIs for agents that manage time.",
   "group": "communication",
   "count": 33
  },
  {
   "slug": "crm-sales",
   "name": "CRM & Sales",
   "blurb": "CRM platforms and APIs for managing contacts and pipelines.",
   "group": "business",
   "count": 19
  },
  {
   "slug": "code-execution",
   "name": "Code Execution & Sandboxes",
   "blurb": "Sandboxes and runtimes for safely running agent-generated code.",
   "group": "agent-building",
   "count": 28
  },
  {
   "slug": "support-helpdesk",
   "name": "Customer Support & Live Chat",
   "blurb": "Helpdesk platforms, website live chat and customer messaging with APIs.",
   "group": "communication",
   "count": 34
  },
  {
   "slug": "project-management",
   "name": "Project Management",
   "blurb": "Task, issue and project-tracking APIs.",
   "group": "business",
   "count": 17
  },
  {
   "slug": "no-code-databases",
   "name": "No-Code Databases",
   "blurb": "Spreadsheet-style databases and workspace APIs.",
   "group": "data-storage",
   "count": 15
  },
  {
   "slug": "lead-enrichment",
   "name": "Lead Enrichment & Outreach",
   "blurb": "Contact, company data and outreach tooling.",
   "group": "business",
   "count": 16
  },
  {
   "slug": "newsletters",
   "name": "Newsletter Platforms",
   "blurb": "Platforms and APIs for newsletters and mailing lists.",
   "group": "communication",
   "count": 18
  },
  {
   "slug": "email-verification",
   "name": "Email Testing & Verification",
   "blurb": "APIs that validate email addresses, and SMTP sandboxes for testing email.",
   "group": "communication",
   "count": 33
  },
  {
   "slug": "meetings-conferencing",
   "name": "Video Meetings & Conferencing",
   "blurb": "Video meeting APIs, meeting bots and self-hostable video conferencing.",
   "group": "communication",
   "count": 34
  },
  {
   "slug": "social-media-apis",
   "name": "Social Media APIs",
   "blurb": "APIs for social platforms and online communities.",
   "group": "communication",
   "count": 18
  },
  {
   "slug": "rss-feeds",
   "name": "RSS & Feeds",
   "blurb": "Feed readers, aggregators and feed generators.",
   "group": "web-search-scraping",
   "count": 16
  },
  {
   "slug": "content-extraction",
   "name": "Content Extraction",
   "blurb": "Libraries for extracting article text from web pages.",
   "group": "web-search-scraping",
   "count": 15
  },
  {
   "slug": "ip-geolocation",
   "name": "IP Geolocation",
   "blurb": "IP address lookup and geolocation APIs.",
   "group": "web-search-scraping",
   "count": 15
  },
  {
   "slug": "forex-rates",
   "name": "Currency & Forex Rates",
   "blurb": "Exchange-rate and currency APIs.",
   "group": "business",
   "count": 15
  },
  {
   "slug": "environment-hazards",
   "name": "Air Quality & Hazards",
   "blurb": "Air quality, earthquake and natural-hazard data.",
   "group": "science-public-data",
   "count": 16
  },
  {
   "slug": "chat-platforms",
   "name": "Team Chat & Messaging Platforms",
   "blurb": "Messaging platform APIs for bots, and open, self-hostable team chat.",
   "group": "communication",
   "count": 32
  },
  {
   "slug": "voice-agents",
   "name": "Voice Agents",
   "blurb": "Platforms and frameworks for real-time voice AI agents.",
   "group": "agent-building",
   "count": 15
  },
  {
   "slug": "data-labeling",
   "name": "Data Labeling & Synthetic Data",
   "blurb": "Annotation tools and generators for synthetic, fake and privacy-safe data.",
   "group": "ai-models",
   "count": 26
  },
  {
   "slug": "ai-tool-directories",
   "name": "AI Tool & MCP Directories",
   "blurb": "Directories, registries and launch platforms that list AI tools and MCP servers.",
   "group": "agent-building",
   "count": 33
  },
  {
   "slug": "media-cdn",
   "name": "Media & Image CDN",
   "blurb": "Media storage, transformation and delivery.",
   "group": "media-ai",
   "count": 18
  },
  {
   "slug": "code-security",
   "name": "Security Scanning & Threat Intel",
   "blurb": "Static analysis, dependency and secret scanning, plus vulnerability and threat intelligence data.",
   "group": "coding-developer-tools",
   "count": 37
  },
  {
   "slug": "secrets-management",
   "name": "Secrets Management",
   "blurb": "Tools for storing and distributing secrets.",
   "group": "coding-developer-tools",
   "count": 19
  },
  {
   "slug": "captcha-bot-protection",
   "name": "CAPTCHA Solving & Bot Protection",
   "blurb": "CAPTCHA and bot-detection services, and services that solve CAPTCHAs.",
   "group": "web-search-scraping",
   "count": 34
  },
  {
   "slug": "llm-benchmarks",
   "name": "LLM Benchmarks & Leaderboards",
   "blurb": "Leaderboards, benchmarks and evaluation datasets for models.",
   "group": "ai-models",
   "count": 19
  },
  {
   "slug": "video-hosting",
   "name": "Video Hosting & Streaming",
   "blurb": "Video hosting, encoding, delivery and live streaming platforms with APIs.",
   "group": "media-ai",
   "count": 39
  },
  {
   "slug": "avatar-video",
   "name": "AI Avatar Video",
   "blurb": "AI presenter and avatar video generation.",
   "group": "media-ai",
   "count": 17
  },
  {
   "slug": "image-editing-apis",
   "name": "Image Editing APIs",
   "blurb": "Background removal, upscaling and image cleanup APIs.",
   "group": "media-ai",
   "count": 16
  },
  {
   "slug": "llm-sdks-structured",
   "name": "LLM SDKs & Structured Output",
   "blurb": "Libraries for structured output and programming LLMs.",
   "group": "ai-models",
   "count": 22
  },
  {
   "slug": "gpu-cloud",
   "name": "GPU Cloud",
   "blurb": "Rentable GPU compute for AI workloads.",
   "group": "ai-models",
   "count": 17
  },
  {
   "slug": "local-inference",
   "name": "Local Inference",
   "blurb": "Run models on your own hardware, including Apple Silicon Macs (use the macOS filter).",
   "group": "ai-models",
   "count": 29
  },
  {
   "slug": "workflow-orchestration",
   "name": "Workflow Orchestration",
   "blurb": "Durable execution engines, task queues and orchestrators.",
   "group": "agent-building",
   "count": 17
  },
  {
   "slug": "visual-agent-builders",
   "name": "Visual Agent Builders",
   "blurb": "Drag-and-drop builders for agents and LLM flows.",
   "group": "agent-building",
   "count": 15
  },
  {
   "slug": "research-assistants",
   "name": "Research Assistants",
   "blurb": "AI-powered literature and research tools.",
   "group": "agent-building",
   "count": 15
  },
  {
   "slug": "patents",
   "name": "Patents",
   "blurb": "Patent and trademark data APIs.",
   "group": "science-public-data",
   "count": 15
  },
  {
   "slug": "serverless-hosting",
   "name": "Serverless & App Hosting",
   "blurb": "Platforms for deploying apps, functions and containers without managing servers.",
   "group": "coding-developer-tools",
   "count": 32
  },
  {
   "slug": "ci-cd",
   "name": "CI/CD",
   "blurb": "Build, test and deployment pipelines.",
   "group": "coding-developer-tools",
   "count": 17
  },
  {
   "slug": "container-orchestration",
   "name": "Containers & Orchestration",
   "blurb": "Kubernetes, container registries and cluster managers.",
   "group": "coding-developer-tools",
   "count": 17
  },
  {
   "slug": "cloud-dev-environments",
   "name": "Cloud Dev Environments",
   "blurb": "Hosted IDEs and remote development workspaces.",
   "group": "coding-developer-tools",
   "count": 16
  },
  {
   "slug": "developer-tools",
   "name": "Developer Tools",
   "blurb": "Editors, build tools, package managers and CLI utilities.",
   "group": "coding-developer-tools",
   "count": 18
  },
  {
   "slug": "code-hosting-apis",
   "name": "Code Hosting APIs",
   "blurb": "APIs for source hosting and collaboration platforms.",
   "group": "coding-developer-tools",
   "count": 15
  },
  {
   "slug": "push-notifications",
   "name": "Push Notifications",
   "blurb": "Mobile and web push notification services.",
   "group": "communication",
   "count": 18
  },
  {
   "slug": "chat-sdks",
   "name": "Chat SDKs & Bot Libraries",
   "blurb": "Embeddable in-app chat SDKs and language libraries for building chat bots.",
   "group": "agent-building",
   "count": 40
  },
  {
   "slug": "proxy-services",
   "name": "Proxies",
   "blurb": "Proxy networks and lists for web access.",
   "group": "web-search-scraping",
   "count": 19
  },
  {
   "slug": "scraping-libraries",
   "name": "Scraping Libraries",
   "blurb": "Crawling and HTML-parsing libraries.",
   "group": "web-search-scraping",
   "count": 21
  },
  {
   "slug": "no-code-scrapers",
   "name": "No-Code Scrapers",
   "blurb": "Point-and-click scraping and site-copy tools.",
   "group": "web-search-scraping",
   "count": 17
  },
  {
   "slug": "ecommerce-platforms",
   "name": "E-Commerce Platforms",
   "blurb": "Storefront platforms and commerce engines with APIs.",
   "group": "business",
   "count": 19
  },
  {
   "slug": "agent-payments",
   "name": "Agent Payments",
   "blurb": "Payment rails and protocols that let AI agents pay and transact.",
   "group": "agent-building",
   "count": 30
  },
  {
   "slug": "billing-invoicing",
   "name": "Billing & Invoicing",
   "blurb": "Subscription billing and invoicing products.",
   "group": "business",
   "count": 17
  },
  {
   "slug": "site-search-engines",
   "name": "Site Search",
   "blurb": "Self-hostable and hosted search engines for your own data.",
   "group": "web-search-scraping",
   "count": 39
  },
  {
   "slug": "knowledge-bases",
   "name": "Knowledge Bases",
   "blurb": "Structured and encyclopedic knowledge sources.",
   "group": "science-public-data",
   "count": 15
  },
  {
   "slug": "government-statistics",
   "name": "Government & Public Health Statistics",
   "blurb": "Official national, international and public health statistics APIs.",
   "group": "science-public-data",
   "count": 30
  },
  {
   "slug": "sports-data",
   "name": "Sports Data",
   "blurb": "Scores, stats, odds and schedules.",
   "group": "world-lifestyle",
   "count": 17
  },
  {
   "slug": "movies-tv-data",
   "name": "Movies & TV Data",
   "blurb": "Film and television metadata and discovery APIs.",
   "group": "world-lifestyle",
   "count": 15
  },
  {
   "slug": "real-estate",
   "name": "Real Estate",
   "blurb": "Property, rental and housing data.",
   "group": "world-lifestyle",
   "count": 16
  },
  {
   "slug": "legal-data",
   "name": "Legal Data",
   "blurb": "Case law, legislation and legal documents.",
   "group": "science-public-data",
   "count": 16
  },
  {
   "slug": "education",
   "name": "Education",
   "blurb": "Learning resources and educational APIs.",
   "group": "science-public-data",
   "count": 17
  },
  {
   "slug": "accounting-tax",
   "name": "Accounting",
   "blurb": "Accounting and bookkeeping platforms.",
   "group": "business",
   "count": 27
  },
  {
   "slug": "web-analytics",
   "name": "Web & Product Analytics",
   "blurb": "Website and product analytics tools.",
   "group": "web-search-scraping",
   "count": 15
  },
  {
   "slug": "seo-tools",
   "name": "SEO Tools",
   "blurb": "SEO data, auditing and search-engine tools.",
   "group": "web-search-scraping",
   "count": 15
  },
  {
   "slug": "domains-dns",
   "name": "Domains & DNS",
   "blurb": "Registrars, DNS and domain intelligence.",
   "group": "coding-developer-tools",
   "count": 17
  },
  {
   "slug": "url-utilities",
   "name": "URL & Web Utilities",
   "blurb": "Utilities for links, QR codes and web content.",
   "group": "web-search-scraping",
   "count": 18
  },
  {
   "slug": "feature-flags-config",
   "name": "Feature Flags & Experimentation",
   "blurb": "Feature flag and A/B testing platforms.",
   "group": "coding-developer-tools",
   "count": 16
  },
  {
   "slug": "cms-content",
   "name": "Headless CMS & Content",
   "blurb": "Content management systems with APIs.",
   "group": "coding-developer-tools",
   "count": 17
  },
  {
   "slug": "api-testing-mocking",
   "name": "API Testing & Mocking",
   "blurb": "API clients, mock servers, documentation and load testing.",
   "group": "coding-developer-tools",
   "count": 21
  },
  {
   "slug": "uptime-monitoring",
   "name": "Uptime & Monitoring",
   "blurb": "Uptime, status and infrastructure monitoring.",
   "group": "coding-developer-tools",
   "count": 16
  },
  {
   "slug": "data-viz-bi",
   "name": "Data Visualization & BI",
   "blurb": "Charting libraries and business intelligence tools.",
   "group": "data-storage",
   "count": 19
  },
  {
   "slug": "data-etl",
   "name": "Data Pipelines & ETL",
   "blurb": "Data integration, transformation and quality tools.",
   "group": "data-storage",
   "count": 16
  },
  {
   "slug": "3d-graphics",
   "name": "3D, Graphics & Animation",
   "blurb": "3D engines, graphics and animation libraries for web, app and desktop.",
   "group": "media-ai",
   "count": 24
  },
  {
   "slug": "company-registries",
   "name": "Company Registries",
   "blurb": "Corporate registry data.",
   "group": "science-public-data",
   "count": 16
  },
  {
   "slug": "space-astronomy",
   "name": "Space & Astronomy",
   "blurb": "Launch, satellite, planetary and astronomical data for agents.",
   "group": "science-public-data",
   "count": 15
  },
  {
   "slug": "games-data",
   "name": "Games & Game Data",
   "blurb": "Video game, tabletop and chess databases and APIs.",
   "group": "world-lifestyle",
   "count": 20
  },
  {
   "slug": "pdf-document-generation",
   "name": "PDF & Document Generation",
   "blurb": "Generate and convert PDFs and documents from HTML or templates.",
   "group": "coding-developer-tools",
   "count": 21
  },
  {
   "slug": "e-signature",
   "name": "E-Signature",
   "blurb": "Electronic signature and document signing APIs.",
   "group": "business",
   "count": 17
  },
  {
   "slug": "screenshot-apis",
   "name": "Screenshot & Link Preview APIs",
   "blurb": "Capture web page screenshots and link previews.",
   "group": "web-search-scraping",
   "count": 16
  },
  {
   "slug": "qr-barcode",
   "name": "QR Codes & Barcodes",
   "blurb": "Generate, scan and look up QR codes and barcodes.",
   "group": "coding-developer-tools",
   "count": 18
  },
  {
   "slug": "dictionaries-language",
   "name": "Dictionaries & Language Data",
   "blurb": "Definitions, thesauri, grammar and language resources.",
   "group": "science-public-data",
   "count": 16
  },
  {
   "slug": "energy-climate",
   "name": "Energy & Climate",
   "blurb": "Grid, emissions, energy and climate data.",
   "group": "science-public-data",
   "count": 16
  },
  {
   "slug": "vehicles-automotive",
   "name": "Vehicles & Automotive",
   "blurb": "VIN decoding, vehicle data, recalls and connected cars.",
   "group": "world-lifestyle",
   "count": 17
  },
  {
   "slug": "iot-smart-home",
   "name": "IoT & Smart Home",
   "blurb": "Smart home control, IoT platforms and messaging protocols.",
   "group": "world-lifestyle",
   "count": 17
  },
  {
   "slug": "ai-coding-assistants",
   "name": "AI Coding Assistants",
   "blurb": "Coding agents, AI IDEs and app builders.",
   "group": "coding-developer-tools",
   "count": 18
  },
  {
   "slug": "nlp-text-analysis",
   "name": "NLP & Text Analysis",
   "blurb": "Libraries and APIs for entities, sentiment and language processing.",
   "group": "ai-models",
   "count": 16
  },
  {
   "slug": "science-data",
   "name": "Science Data",
   "blurb": "Chemistry, biology, materials and physics databases.",
   "group": "science-public-data",
   "count": 17
  },
  {
   "slug": "animals-nature",
   "name": "Animals & Nature",
   "blurb": "Biodiversity, species, plants and wildlife data.",
   "group": "science-public-data",
   "count": 15
  },
  {
   "slug": "message-queues",
   "name": "Message Queues",
   "blurb": "Brokers and queues that decouple services and agents with reliable, ordered job delivery.",
   "group": "data-storage",
   "count": 15
  },
  {
   "slug": "event-streaming",
   "name": "Event Streaming",
   "blurb": "Log-based streaming platforms for high-volume real-time event pipelines.",
   "group": "data-storage",
   "count": 17
  },
  {
   "slug": "podcasts",
   "name": "Podcasts",
   "blurb": "Podcast directories, search and hosting APIs.",
   "group": "media-ai",
   "count": 16
  },
  {
   "slug": "music-apis",
   "name": "Music APIs",
   "blurb": "Music catalog, lyrics, playback and artist metadata APIs.",
   "group": "media-ai",
   "count": 21
  },
  {
   "slug": "crypto-market-data",
   "name": "Crypto Prices & Exchanges",
   "blurb": "Crypto price feeds, exchange APIs and trading libraries.",
   "group": "business",
   "count": 24
  },
  {
   "slug": "blockchain-infrastructure",
   "name": "Blockchain & Web3 Infrastructure",
   "blurb": "Node providers, indexers, explorers and libraries for building onchain.",
   "group": "business",
   "count": 21
  },
  {
   "slug": "stock-photos",
   "name": "Stock Media & Design Assets",
   "blurb": "Stock photos, GIFs, icons and web fonts with search APIs.",
   "group": "media-ai",
   "count": 57
  },
  {
   "slug": "sound-effects-audio",
   "name": "Sound Effects & Audio Libraries",
   "blurb": "Royalty-free sound effects and audio clip libraries.",
   "group": "media-ai",
   "count": 17
  },
  {
   "slug": "secure-messaging",
   "name": "Secure & Decentralized Messaging",
   "blurb": "Federated, encrypted and peer-to-peer messaging protocols and clients.",
   "group": "communication",
   "count": 18
  },
  {
   "slug": "web-scraping-apis",
   "name": "Web Scraping APIs",
   "blurb": "Managed scraping APIs with proxy rotation, rendering and anti-bot handling.",
   "group": "web-search-scraping",
   "count": 15
  },
  {
   "slug": "vector-databases",
   "name": "Vector Databases",
   "blurb": "Vector stores and similarity search engines for embeddings and retrieval.",
   "group": "data-storage",
   "count": 47
  },
  {
   "slug": "agent-memory",
   "name": "Agent Memory",
   "blurb": "Long-term memory layers and knowledge graphs for agents.",
   "group": "agent-building",
   "count": 15
  },
  {
   "slug": "backend-as-a-service",
   "name": "Backend as a Service",
   "blurb": "Hosted database, auth, storage and functions in one backend.",
   "group": "data-storage",
   "count": 15
  },
  {
   "slug": "relational-databases",
   "name": "Relational Databases",
   "blurb": "SQL databases, managed Postgres and MySQL-compatible services.",
   "group": "data-storage",
   "count": 24
  },
  {
   "slug": "nosql-key-value-stores",
   "name": "NoSQL & Key-Value Stores",
   "blurb": "Document, wide-column and key-value databases and storage engines.",
   "group": "data-storage",
   "count": 22
  },
  {
   "slug": "graph-databases",
   "name": "Graph Databases",
   "blurb": "Databases for connected data and graph queries.",
   "group": "data-storage",
   "count": 16
  },
  {
   "slug": "data-warehouses",
   "name": "Data Warehouses & Analytics Engines",
   "blurb": "Warehouses and distributed engines for large-scale analytics.",
   "group": "data-storage",
   "count": 18
  },
  {
   "slug": "payment-processing",
   "name": "Payment Processing",
   "blurb": "Payment gateways and processors with card, wallet and platform APIs.",
   "group": "business",
   "count": 32
  },
  {
   "slug": "merchant-of-record",
   "name": "Merchant of Record & Creator Sales",
   "blurb": "Platforms that sell digital products and handle tax and compliance for you.",
   "group": "business",
   "count": 15
  },
  {
   "slug": "buy-now-pay-later",
   "name": "Buy Now, Pay Later",
   "blurb": "Instalment and pay-later checkout providers.",
   "group": "business",
   "count": 17
  },
  {
   "slug": "cross-border-payouts",
   "name": "Payouts & Money Transfer",
   "blurb": "International transfers, payouts and multi-currency accounts.",
   "group": "business",
   "count": 15
  },
  {
   "slug": "ai-dubbing",
   "name": "AI Dubbing & Localization",
   "blurb": "Automatic dubbing, lip-sync and voice translation for video.",
   "group": "media-ai",
   "count": 20
  },
  {
   "slug": "voice-cloning",
   "name": "Voice Cloning & Voice Changing",
   "blurb": "Voice cloning, conversion and synthetic voice creation.",
   "group": "media-ai",
   "count": 16
  },
  {
   "slug": "job-search-apis",
   "name": "Job Search APIs",
   "blurb": "Job listings and search data from boards and public sources.",
   "group": "business",
   "count": 20
  },
  {
   "slug": "applicant-tracking",
   "name": "Applicant Tracking & Recruiting",
   "blurb": "ATS and recruiting platforms with job and candidate APIs.",
   "group": "business",
   "count": 15
  },
  {
   "slug": "hr-payroll",
   "name": "HR & Payroll",
   "blurb": "HR, payroll and global employment APIs.",
   "group": "business",
   "count": 15
  },
  {
   "slug": "books-apis",
   "name": "Books & Ebooks",
   "blurb": "Book metadata, ISBN lookup and public-domain ebook APIs.",
   "group": "world-lifestyle",
   "count": 17
  },
  {
   "slug": "museum-collections",
   "name": "Museums, Libraries & Archives",
   "blurb": "Museum, cultural heritage, library and archive collection APIs.",
   "group": "world-lifestyle",
   "count": 51
  },
  {
   "slug": "recipes-cooking",
   "name": "Food, Drink & Nutrition",
   "blurb": "Recipe, meal-planning, nutrition, cocktail and beverage data APIs.",
   "group": "world-lifestyle",
   "count": 59
  },
  {
   "slug": "form-builders",
   "name": "Forms & Surveys",
   "blurb": "Form builders, form backends and survey platforms with APIs.",
   "group": "business",
   "count": 51
  },
  {
   "slug": "media-servers",
   "name": "Media Servers",
   "blurb": "Self-hosted media libraries and streaming servers.",
   "group": "media-ai",
   "count": 20
  },
  {
   "slug": "video-editing",
   "name": "Video Editing",
   "blurb": "Editors and AI clipping tools for cutting video.",
   "group": "media-ai",
   "count": 16
  },
  {
   "slug": "programmatic-video",
   "name": "Programmatic Video Rendering",
   "blurb": "APIs and code frameworks that render video from templates and data.",
   "group": "media-ai",
   "count": 15
  },
  {
   "slug": "medical-data-apis",
   "name": "Medical & Clinical Data",
   "blurb": "Drug, clinical trial and health-record standards and APIs.",
   "group": "science-public-data",
   "count": 18
  },
  {
   "slug": "wearable-health-data",
   "name": "Wearable & Fitness Data",
   "blurb": "Wearable and fitness-device data aggregation APIs.",
   "group": "science-public-data",
   "count": 16
  },
  {
   "slug": "meeting-notes-ai",
   "name": "AI Meeting Notes",
   "blurb": "Meeting recorders, transcribers and summarisers.",
   "group": "media-ai",
   "count": 14
  },
  {
   "slug": "speech-datasets",
   "name": "Speech Datasets",
   "blurb": "Corpora and benchmarks for speech recognition and speaker research.",
   "group": "media-ai",
   "count": 16
  },
  {
   "slug": "travel-booking",
   "name": "Travel Booking",
   "blurb": "Flight, hotel and travel search and booking APIs.",
   "group": "world-lifestyle",
   "count": 17
  },
  {
   "slug": "flight-tracking",
   "name": "Flight Tracking",
   "blurb": "Live flight status and aviation data.",
   "group": "world-lifestyle",
   "count": 18
  },
  {
   "slug": "public-transit",
   "name": "Public Transit",
   "blurb": "Transit schedules, routing and GTFS data.",
   "group": "world-lifestyle",
   "count": 17
  },
  {
   "slug": "geocoding-address",
   "name": "Geocoding & Address Validation",
   "blurb": "Turn addresses into coordinates and back, and validate or autocomplete postal addresses.",
   "group": "world-lifestyle",
   "count": 15
  },
  {
   "slug": "time-series-databases",
   "name": "Time-Series Databases",
   "blurb": "Databases built for metrics, IoT and event data indexed by time.",
   "group": "data-storage",
   "count": 16
  },
  {
   "slug": "read-later-bookmarks",
   "name": "Bookmarks & Read-Later",
   "blurb": "Bookmark managers and read-later services with APIs for saved content.",
   "group": "world-lifestyle",
   "count": 15
  },
  {
   "slug": "ai-music-generation",
   "name": "AI Music Generation",
   "blurb": "Models and APIs that generate songs, instrumentals and soundtracks from prompts.",
   "group": "media-ai",
   "count": 19
  },
  {
   "slug": "ai-content-detection",
   "name": "AI Content Detection & Provenance",
   "blurb": "Detectors, watermarks and provenance standards for AI-generated text, images and audio.",
   "group": "ai-models",
   "count": 19
  },
  {
   "slug": "content-moderation",
   "name": "Content Moderation",
   "blurb": "APIs that flag unsafe text, images and video for platforms and agents.",
   "group": "communication",
   "count": 18
  },
  {
   "slug": "presentations-slides",
   "name": "Presentations & Slides",
   "blurb": "Slide generation tools, libraries and APIs for decks.",
   "group": "business",
   "count": 21
  },
  {
   "slug": "spreadsheet-apis",
   "name": "Spreadsheet APIs",
   "blurb": "Programmatic access to spreadsheets and spreadsheet libraries.",
   "group": "data-storage",
   "count": 19
  },
  {
   "slug": "shipping-logistics",
   "name": "Shipping & Package Tracking",
   "blurb": "Multi-carrier shipping, label, rate and parcel tracking APIs.",
   "group": "business",
   "count": 14
  },
  {
   "slug": "computer-vision",
   "name": "Computer Vision APIs",
   "blurb": "Image recognition, object detection and segmentation APIs and libraries.",
   "group": "ai-models",
   "count": 13
  },
  {
   "slug": "diagrams-whiteboards",
   "name": "Diagrams & Whiteboards",
   "blurb": "Diagram-as-code tools, whiteboards and canvas SDKs for visual thinking.",
   "group": "business",
   "count": 13
  },
  {
   "slug": "nonprofit-charity-apis",
   "name": "Nonprofit & Charity APIs",
   "blurb": "Nonprofit registries, charity ratings and donation APIs.",
   "group": "science-public-data",
   "count": 12
  },
  {
   "slug": "mac-ai-agent-apps",
   "name": "Mac Agent Apps & Computer Use",
   "blurb": "Native AI agent apps for macOS, and computer-use agents and tools that operate a desktop by seeing the screen.",
   "group": "agent-building",
   "count": 17
  }
 ]
}