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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.

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.

Store

DriveStore outputs, organize assets, and create public URLs.
Equip Agents
Claude CodeCursorCodexManus
Learn

Product

CLISee the command surface agents use to call capabilities through one runtime.SkillsLearn how agent skills expose capabilities inside developer tools.

Guides

Get StartedSet up the CLI, auth once, and verify the capability runtime is ready.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 OverviewBrowse comparison pages for adjacent agent tooling, media APIs, and tradeoffs.Most Advanced AISeparate model capability from workflow and runtime capability decisions.

Use Cases

SMART Goal GeneratorTurn rough goals into research-backed SMART goals with Codex, Cursor, or Claude Code.
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AI agent capabilities

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.


How to use the capability inventory

The capability hub is useful when the workflow gap is clear but the exact page choice is not. It gives teams one place to scan the available runtime surface before they branch into image generation, video generation, understanding, retrieval, storage, or adjacent capability pages.

That makes the inventory page more than a feature list. It is the routing layer that helps operators connect a missing outcome in the agent workflow to the right capability page, model page, or product-specific install path.

Comparison

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
SpeechNot built inNot built inNot built inComing soon

This is the fastest way to show the narrative: keep the agent, add the missing capability layer.


Browse the live capability inventory

Image

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

Video Generation

Generate videos from text prompts and images through Veo 3.1, Seedance 1.5 Pro, and Kling 3.0.

Veo 3.1, Seedance 1.5 Pro, Kling 3.0

Audio

Music Generation

Generate music tracks and instrumental audio through one music runtime.

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

Vision

Image Understanding

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

Vision models

Video

Video Analysis

Inspect recordings and extract structured information from video content.

Vision models

Audio

Audio Understanding

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

Audio models

Web

Web Search

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

Web

Grounded Web Search

Get synthesized answers with citations grounded in live web search.

Web

Web Crawl

Convert web pages into clean Markdown for downstream agent workflows.

Storage

Drive

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


Models behind the capabilities

Hub

Model Guide

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

Guide

Context Engineering for Agents

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


Related entry pages

Published content

AnyCap Page hub

Browse hosted guides, blog posts, and news published through AnyCap Page from the same domain.

Deficiency hub

What agents can't do

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

Agent path

For Claude Code

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

Install path

Install AnyCap

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


Coming soon

Audio

Speech

Text-to-speech and voice generation.


Get Started

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
  • Drive

Equip Agents

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

Learn

  • Overview
  • CLI
  • Skills
  • Install AnyCap
  • Context Engineering
  • Agent Skills
  • SMART Goal Generator
  • How to Make Memes Online
  • Compare Overview
  • AnyCap vs Replicate
  • AnyCap vs fal.ai
  • What Agents Can't Do

Product

  • Product overview
  • Models
  • Install AnyCap
  • Add Tools to Claude Code

Published on AnyCap

  • AI guides
  • Blog
  • News

Company

  • About
  • Contact
  • Privacy
  • Terms
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