{"dataset":"tools","version":"live","builtAt":"2026-05-14T13:27:50.660Z","rowCount":566,"scoreFloor":20,"scoreCeil":100,"targetVisibleScore":64,"categoryDescriptions":{"Coding Agents":"AI-powered development environments, code-completion tools, and autonomous coding agents","Agent Orchestration":"Platforms that orchestrate multiple coding agents in parallel — session runners and multi-agent swarms for coordinating agent work","Agent Skills & MCP":"Skills packs, spec-driven methodologies, context-engineering frameworks, and Model Context Protocol servers installed into coding agents (Claude Code, Codex, Cursor, Gemini CLI) as reusable capability bundles","Agent SDKs & Protocols":"SDKs, libraries, pre-built tool connectors, and interoperability protocols (MCP, A2A) for building and extending AI agents in code","Autonomous Agents":"Self-directed agents that decompose goals into sub-tasks and iterate toward completion with minimal human-in-the-loop oversight","Agent Platforms":"Enterprise agent platforms and visual / no-code agent builders — studios for designing, deploying, and governing AI agents","Browser & Web Data":"Agent-facing browser-control and web-data tools: browser sessions, web UI control, crawling, scraping, and extraction","Vector & RAG Infrastructure":"Vector stores, retrieval pipelines, and RAG frameworks enabling semantic search and grounded generation over documents and knowledge bases","Agent Memory":"Memory-as-a-service platforms and stateful agent frameworks that persist context, entities, and relationships across agent sessions — distinct from document-oriented RAG","Inference Providers":"Hosted inference providers and cloud platforms purpose-built for deploying foundation models at scale","Observability & Evaluation":"Tools for tracing, monitoring, evaluating, and improving LLM application quality in production","Dev Infrastructure":"Backend services such as sandboxes, execution environments, and LLM gateways that underpin AI apps","Model Infrastructure":"Libraries and platforms for training, fine-tuning, and serving foundation models on self-managed infrastructure","Workflow Automation":"iPaaS and visual workflow-automation platforms with AI actions and agent nodes (n8n, Zapier AI, Make, Workato) — integration-first, not agent-centric","Image & Video Gen":"Inference APIs, hosted platforms, and open-weight model families for image and video generation (fal.ai, RunwayML, Luma, Stability AI, Flux, ComfyUI)","Voice AI & Speech":"AI-powered speech and voice tools for developers and end-users: TTS synthesis, ASR transcription, voice agents, and dictation apps","Directories":"Curated indexes, marketplaces, and lists that help developers discover AI tools, MCP servers, and agent skills","Benchmarks & Leaderboards":"Standardized benchmarks, leaderboards, and Elo arenas for evaluating and comparing coding agents and LLM capabilities","AI Signals & Research":"Newsletters, podcasts, video channels, technical analysis, and research-discovery surfaces that track the AI developer ecosystem"},"subcategoryDescriptions":{"Coding Agents\u0000IDE Copilots":"In-editor AI assistants and tab-completion tools that embed into popular editors (Cursor, GitHub Copilot, Windsurf, Tabnine, Supermaven). 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