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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
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Product

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

Guides

Install AnyCapSet 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.What Agents Can't DoRead a practical explainer on where agents still struggle in production workflows.

Use Cases

SMART Goal GeneratorTurn rough goals into research-backed SMART goals with Codex, Cursor, or Claude Code.How to Make Memes OnlineSee a concrete creative workflow for generating the visual, keeping the caption exact, and delivering a meme.
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Guide

By AnyCap Team

Workspace context
engineering

In real developer agents, context is not just prompt text. The workspace includes files, terminals, prior edits, tool permissions, and project rules. That context determines whether the agent should read code, run a command, inspect an image, or call a multimodal capability through AnyCap.


What counts as workspace context

Project files

Source files, docs, configs, and generated artifacts tell the agent what kind of task it is in.

Execution state

Open terminals, running processes, and prior commands change what is safe and useful to do next.

Tool affordances

Available tools and permissions shape whether the agent can read, edit, browse, or invoke capabilities.

Task history

Previous decisions and feedback help the agent avoid repetition and pick a better next action.


Why this matters for capability routing

If the workspace shows a screenshot, a design review note, and an existing image asset, the agent should probably call an image read or editing capability. If the task history shows the team is preparing a product launch, an image generation or video generation capability may be the right next step.

AnyCap helps reduce routing complexity because multiple multimodal actions are exposed through one consistent runtime instead of many unrelated providers.


Context EngineeringImage UnderstandingVideo Analysis

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

Company

  • About
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  • Privacy
  • Terms
  • GitHub
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