anycapanycap
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.
Docs ↗Pricing
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AI agent capabilities · By AnyCap Team

Keep the agent you use. Add the capabilities it lacks.

AnyCap is an AI agent capability runtime for coding agents. Start with the public capability inventory through one CLI, one auth flow, and one install path across Claude Code, Cursor, Codex, and the rest of your agent stack. The same runtime also extends into adjacent workflows as your workflows grow.

Browse the live capability inventory

  • Image Generation →

    Generate and edit images through Seedream 5, Seedream 4.5, Nano Banana Pro, and Nano Banana 2.

    Seedream 5, Seedream 4.5, Nano Banana Pro, Nano Banana 2

  • Video Generation →

    Generate and edit video through the current AnyCap catalog, including Seedance 2.0, Kling 3.0, Veo 3.1, and specialized editing modes.

    Seedance 2.0, Kling 3.0, Veo 3.1, Gemini Omni Flash Preview

  • Music Generation →

    Generate music tracks and instrumental audio through one music runtime.

    ElevenLabs Music, Mureka V8, Suno V5, Suno V5.5, Suno V6

  • Image Understanding →

    Analyze screenshots, diagrams, photos, and charts through one vision runtime.

    Vision models

  • Video Analysis →

    Inspect recordings and extract structured information from video content.

    Vision models

  • Audio Understanding →

    Transcribe and analyze meetings, podcasts, and voice clips through one runtime.

    Audio models

  • Web Search →

    Search the web for structured results with optional full-page content.

  • Grounded Web Search →

    Get synthesized answers with citations grounded in live web search.

  • Web Crawl →

    Convert web pages into clean Markdown for downstream agent workflows.

  • Social Media Lookup →

    Read Instagram and X profiles, posts, account feeds, and X search results as structured data.

    Instagram, X

  • Drive →

    Store outputs, organize assets, and share public URLs through AnyCap Drive.

  • Audio Generation →

    Generate speech, dialogue, sound effects, and complete audio scenes from text, audio, or image input.

    Doubao Seed Audio 1.0

What the common coding agents still miss

This table shows the capability gap across the current agent ecosystem and the layer AnyCap adds on top.

CapabilityClaude CodeCursorCodexAdd with AnyCap
Code generationBuilt inBuilt inBuilt inBuilt in
image generationNot built inNot built inNot built inAvailable
video generationNot built inNot built inNot built inAvailable
music generationNot built inNot built inNot built inAvailable
image understandingNo unified runtimeNo unified runtimeNo unified runtimeAvailable
video analysisNo unified runtimeNo unified runtimeNo unified runtimeAvailable
audio understandingNo unified audio runtimeNo unified audio runtimeNo unified audio runtimeAvailable
web searchExternal toolingExternal toolingExternal toolingAvailable
grounded web searchNo grounded flowNo grounded flowNo grounded flowAvailable
web crawlNo reusable crawl runtimeNo reusable crawl runtimeNo reusable crawl runtimeAvailable
Drive storageNo shared asset layerNo shared asset layerNo shared asset layerAvailable
audio generationNot built inNot built inNot built inAvailable

Models behind the capabilities

  • Model Guide →

    Browse the multimodal models available through AnyCap and map them to the right agent workflow.

  • Context Engineering for Agents →

    Understand how agents decide when image, video, and analysis capabilities belong in the workflow.

Related entry pages

  • What agents can't do →

    Start here if you are diagnosing the missing capability before choosing a specific page.

  • For Claude Code →

    Start here if Claude Code is your primary agent and you want the ecosystem-specific install path.

  • Install AnyCap ↗

    Step-by-step install guide for the CLI, auth, verification, and first command.

Get StartedWhat agents can’t doFor Claude Code

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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