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.
| Capability | Claude Code | Cursor | Codex | Add with AnyCap |
|---|---|---|---|---|
| Code generation | Built in | Built in | Built in | Built in |
| image generation | Not built in | Not built in | Not built in | Available |
| video generation | Not built in | Not built in | Not built in | Available |
| music generation | Not built in | Not built in | Not built in | Available |
| image understanding | No unified runtime | No unified runtime | No unified runtime | Available |
| video analysis | No unified runtime | No unified runtime | No unified runtime | Available |
| audio understanding | No unified audio runtime | No unified audio runtime | No unified audio runtime | Available |
| web search | External tooling | External tooling | External tooling | Available |
| grounded web search | No grounded flow | No grounded flow | No grounded flow | Available |
| web crawl | No reusable crawl runtime | No reusable crawl runtime | No reusable crawl runtime | Available |
| Drive storage | No shared asset layer | No shared asset layer | No shared asset layer | Available |
| audio generation | Not built in | Not built in | Not built in | Available |
This is the fastest way to show the narrative: keep the agent, add the missing capability layer.
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
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.
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
Models behind the capabilities
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.