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Capabilities

Generate

Image GenerationCreate and edit images from prompts or references.Video GenerationCreate motion outputs from text and image inputs.Music GenerationProduce music tracks through one runtime.Audio GenerationGenerate speech, dialogue, sound effects, and complete audio scenes from text, audio, or image input.

Understand

Image UnderstandingRead screenshots, diagrams, and visual references.Video AnalysisInspect recordings and extract structured details.Audio UnderstandingTranscribe and analyze voice and audio files.

Retrieve

Web SearchSearch the web from the same agent workflow.Grounded Web SearchReturn synthesized answers with live citations.Web CrawlFetch pages and convert them into clean content.Social Media LookupRead Instagram and X profiles, posts, feeds, and X search results.

Store

DriveStore outputs, organize assets, and create public URLs.
Equip Agents
Claude CodeCursorCodexDeepSeek HarnessManus
Resources

Explore

GuidesDecision guides for building reliable agent workflows.Context EngineeringUnderstand how prompts, files, and workspace state shape agent behavior.Agent SkillsSee how reusable skills package workflows and capability usage for agents.

Evaluate

Compare AnyCapBrowse comparison pages for adjacent agent tooling, media APIs, and tradeoffs.GlossaryA shared vocabulary for agent capabilities, tools, and workflows.
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Learn · By AnyCap Team

Start with the question you are actually asking

Use Learn when you are choosing a coding-agent stack, extending an AI product, mapping capability gaps, or looking for a real workflow example. Each path is grouped by intent so you can move from explanation into the next step without sorting through unrelated page types first.

Choose a coding-agent stack

Start here when the real decision is how a coding agent should work day to day, then narrow into the Claude Code or Cursor specific path when you know which workflow matters.

  • Best AI for Cursor →

    A Cursor specific path for teams deciding when the editor loop is enough and when they need image, video, or vision workflows around it.

  • Best AI Video Generation API for AI Agents (2026) →

    Compare active video models and the discovery, schema, task-recovery, and delivery features an AI agent needs beyond a one-off API call.

  • Best Image Generation API for AI Agents (2026) →

    Compare image models in the AnyCap catalog by input mode and agent workflow, with real text-to-image and image-to-image outputs.

Also useful: Claude Code setup · Cursor setup

Design or extend an AI product

Use this path when a SaaS assistant, copilot, or internal AI feature has to move from answering in chat to inspecting, generating, and delivering richer outputs.

  • Add Multimodal Capabilities to a SaaS Chatbot →

    An implementation path for extending a SaaS chatbot with image, video, web, and delivery workflows without rebuilding the whole stack.

Also useful: Agent harness · Browse capabilities

Understand limits and evaluation

This path works best when the agent mostly succeeds already, but breaks on screenshots, recordings, generation, or delivery and you need to separate model hype from real missing capability.

  • What Agents Can't Do →

    A practical map of what coding agents still cannot do without vision, generation, search, or delivery layers, and how to close those gaps.

  • What Is the Most Advanced AI? →

    A practical explainer on when advanced AI is really a model question and when it becomes a system and capability question.

Also useful: Agent Harness · Capabilities hub

Understand the product surface

Start here if the main question is what AnyCap actually ships, where the CLI fits, and how reusable skills shape the workflow around the capability runtime.

  • CLI →

    See how one CLI exposes generation, analysis, web retrieval, storage, and publishing workflows through a single agent surface.

  • Skills →

    Understand how reusable skill files package install, auth, and invocation guidance around AnyCap workflows.

  • anycap-media-production →

    Iterative image and video generation with review and annotation feedback loops.

  • anycap-human-interaction →

    Collect structured visual feedback: image annotation, screen recording, and video review.

  • anycap-deepresearch →

    Plan, gather, synthesize, and cite multi-source research with live web search and crawl.

  • anycap-blog-production →

    Turn notes and product facts into structured blog posts backed by live sources.

  • anycap-ai-tool-seo →

    Run SERP-backed SEO audits for AI tool and SaaS sites, including competitor crawls.

  • anycap-social-meme-workflows →

    Create memes, captioned photos, and platform-sized social visuals in one run.

Also useful: Get started · Browse capabilities

Switch to setup, vocabulary, capabilities, or comparison

If the question is no longer exploratory, move to the page type that matches the next step instead of scanning more Learn articles.

  • Guides →

    Use Guides when you already know what you want to set up and need step-by-step implementation.

  • Glossary →

    Use Glossary when the main blocker is vocabulary and you need shared language for harnesses, context, and runtimes.

  • Capabilities →

    Use Capabilities when you are past the explainer stage and want the exact product surfaces AnyCap adds.

  • Compare →

    Use Compare when the question starts from an alternative vendor, adjacent product, or replacement decision.

Common questions before you pick a path

Which page should I start with if I am choosing a coding-agent setup?

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Start with Best AI for Coding Agents if you are still framing the category question. From there, move into the Claude Code or Cursor specific page once you know which workflow you care about.

What if I am building a SaaS assistant instead of using a coding agent?

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Start with AI Chatbot SaaS vs AI Agent for SaaS if you are deciding what kind of system you need. Then move into Add Multimodal Capabilities to a SaaS Chatbot when the question becomes implementation.

Why are some pages grouped under a main workflow instead of listed flat?

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Because some pages make more sense as a narrower follow-on after the main workflow already fits. The hub keeps those variants visually attached to the parent path so the page stays easier to scan.

When should I move from Learn into Guides or Capabilities?

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Move into Guides when you are ready to set something up step by step. Move into Capabilities when you already understand the problem and want the exact surface, such as image generation, video analysis, or web crawl.

Capabilities

  • Overview
  • Image Generation
  • Video Generation
  • Music Generation
  • Image Understanding
  • Video Analysis
  • Audio Understanding
  • Web Search
  • Grounded Web Search
  • Web Crawl
  • Social Media Lookup
  • Drive

Equip Agents

  • Overview
  • Start here
  • Claude Code
  • Cursor
  • Codex
  • Manus

Resources

  • Overview
  • Context Engineering
  • Agent Skills
  • What Agents Can't Do
  • Compare agents and tools

Product

  • Product overview
  • Models
  • Install AnyCap
  • Install the Agent Skill

Documentation

  • Docs overview
  • Install AnyCap
  • MCP setup
  • CLI reference

Company

  • About
  • Contact
  • Privacy
  • Terms
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