AgentBrush vs CraftVis

AgentBrush and CraftVis are both image generation tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

AgentBrush

AgentBrush sits behind an MCP-compatible interface and exposes five generation primitives: style presets, brand identity anchoring via uploaded colors and reference images, a two-stage draft-then-refine pipeline, mask-based inpainting, and multi-CLI routing across Claude Code, Cursor, and Windsurf. The brand identity layer is the load-bearing feature — without it, every agent call is a fresh roll of the dice on visual consistency. The two-model pipeline (fast draft, premium refine) gives you a cost lever that matters when image generation is inside a token-budgeted loop. Self-hosting is not available, so teams with air-gapped infrastructure or strict data residency requirements hit a wall immediately. There is no free tier, which means evaluation requires a paid commitment before you know whether the brand anchoring actually holds for your specific assets.

CraftVis

The core workflow is upload, describe, receive: you bring an existing image, type a change in plain English, and the editor applies it — background swap, outfit change, style restyle, or local fix like swapping a label or removing a distraction. Template packs for e-commerce and ad creative give you a starting point when you can't articulate the look yourself. The free plan has a generation limit, so volume campaigns hit a paywall fast. There is no self-hosted option and no API listed, which closes the door on any pipeline integration. Teams needing batch processing or programmatic access will outgrow this before their second campaign.

Attribute	AgentBrush	CraftVis
Pricing	Paid	Paid
Price	$6.99/mo	—
Free trial	No	No
Open source	No	No
Has API	Yes	No
Self-hosted option	No	No
Platforms	Web, Claude Code, Cursor, Codex CLI, Gemini CLI	Web
Pros	Brand identity anchoring via uploaded colors, fonts, and reference images, so every agent-generated asset matches the established visual system without re-prompting from scratch on each call. Two-model draft-then-refine pipeline, so teams running image generation inside a token-budgeted agent loop get photorealistic quality without paying premium-model costs on every generation. Mask-based inpainting exposed as an agent primitive, so iterating on a specific region — a product label, a background element — does not require regenerating the full image and risking consistency drift. Single subscription covers Claude Code, Cursor, Windsurf, and any MCP-compatible agent, so adding AgentBrush to an existing multi-tool pipeline does not require separate integrations or per-CLI licensing. Transparent-background PNG generation included as a supported output, so agents producing assets for web or game projects get cut-out-ready files without a post-processing step.	Plain-language prompt edits on uploaded images, so non-designers can request a background swap or style change without learning layer-based software or hiring a retoucher. Pose- and face-preserving restyle, which means you can explore ten visual directions for a character or avatar without rebuilding the base image each time. Local fix capability targets one element — a label, a clothing color, a distracting background object — while the rest of the image holds, so you avoid full re-generations for minor corrections. Ready-to-use e-commerce and ad creative templates give marketers a structured starting point, cutting the time between 'I need a product visual' and a usable draft. Free plan with no credit card requirement, so you can validate whether the tool's output quality meets your standard before committing budget.
Cons	No self-hosted option exists, so any team operating under air-gapped infrastructure, private cloud mandates, or strict data residency requirements cannot use AgentBrush at all — they evaluate a self-hostable alternative before the first generation runs. No free tier means the brand anchoring quality — the feature the whole service is built around — cannot be validated against real brand assets before a paid commitment. Teams that need proof before budget sign-off either pay to test or move on. The service is invoked by agents rather than running autonomously, so if your pipeline requires the image layer to make its own planning or retry decisions without an external caller, AgentBrush does not cover that gap — you are adding orchestration logic on top.	Free tier generation limits cap output early, and volume campaign work — anything requiring more than a handful of edited images in a session — hits the paywall before the job is done. No API is documented on the vendor's page, which means any team that wants to trigger edits programmatically from a product catalog, a CMS, or an automated pipeline has no integration path — that team moves to a competitor with a published API. No self-hosted option exists, so businesses with data residency requirements or policies against uploading product or customer imagery to third-party servers cannot use the tool at all. Prompt-based editing gives you limited spatial precision: when the change you need affects a tightly bounded region — a small logo, a specific seam, fine typography — the model's interpretation of the prompt can bleed into adjacent areas, requiring multiple re-generations to land the result.

Bottom line

Only AgentBrush exposes a public API. Choose based on which difference matters most for your workflow.

Frequently asked questions

What is the difference between AgentBrush and CraftVis?

AgentBrush is Paid, while CraftVis is Paid. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is AgentBrush better than CraftVis?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.