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Independent project, not affiliated with Anthropic

Picsart

PicsArt/gen-ai-skills
4authHTTP
Summary

Picsart's REST API exposed as MCP tools: background removal, image upscaling, effects, and a full suite of editing and generative media operations. The server connects over streamable HTTP at mcp.picsart.io/v1, so you can pipe Picsart's capabilities straight into Claude workflows without manually wrangling API keys or parsing responses. If you're building product photography pipelines, social media asset generators, or anything that needs programmatic image manipulation alongside generative AI, this gives you removal, enhancement, and style transfer in the same context as your prompts. The accompanying gen-ai-skills repo includes 20 skills for campaigns, localization, and batch processing, but the MCP server itself is the raw API surface.

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gen-ai-skills

Shared skills, prompts, and tooling for working with Picsart's gen-ai CLI and related generative-AI workflows.

This repository is a public, community-friendly home for reusable skills and recipes. It is not the source of the gen-ai CLI itself — it complements it.

Skills here are consumable by any agent that reads SKILL.md files: Claude Code, Cursor, Codex, and others.

Install

npx skills add PicsArt/gen-ai-skills

See INSTALL.md for gh skill install, the Claude Code marketplace, and the ./setup script alternatives.

Repository layout

gen-ai-skills/
├── .claude-plugin/      # Claude Code plugin + marketplace manifests
├── .codex-plugin/       # Codex plugin manifest
├── .cursor-plugin/      # Cursor plugin manifest
├── .github/workflows/   # CI (security scan, lint)
├── scripts/             # Repo tooling (scan-skill.py, ...)
├── skills/              # All skills live here, one directory each
│   ├── gen-ai-use/
│   │   └── SKILL.md
│   ├── marketer-campaign-kit/
│   │   └── SKILL.md
│   └── ...
├── INSTALL.md
├── CONTRIBUTING.md
├── VERSION
├── setup                # universal symlink installer
└── README.md

Each skill lives in its own directory under skills/. The directory name is the install name. The directory must contain a SKILL.md with YAML frontmatter (name, description, optional argument-hint, optional allowed-tools) followed by the skill body.

Skills

This bundle ships 20 skills. Several skills are mode-routers — one entry point with references/modes/ for variants — to keep the catalog small and trigger-friendly.

Core CLI

SkillDescription
gen-ai-useGenerate AI images, videos, audio via the Picsart gen-ai CLI.
gen-ai-persona-creationCreate AI influencers, branded characters, or pet personas from a brief or reference.
motion-studioEnd-to-end AI video production: references, clips, scene assembly, audio.

API

SkillDescription
picsart-apiCall Picsart's image, video, GenAI, and variable-data REST APIs via the picsart MCP server.

Multi-mode skills

SkillDescription
product-photo-studioTransform product photos. Modes: bulk-restyle, compose, seasonal, variants, reshoot, mockups.
text-to-visualGenerate visuals from text. Modes: single image, article-set, OG image.
multi-channel-bundleShip a coordinated multi-format bundle. Modes: campaign, launch.

Agency

SkillDescription
agency-brand-scopingFive on-direction visual variations for new-brand or pitch discovery.
agency-client-handoffWhite-label deliverable export as a zip.
agency-multi-brand-packPer-client asset templates scoped by workspace.
agency-pitch-mockupsClient-branded pitch mockups (hero + tiles + quote slides).

Dev

SkillDescription
dev-app-assetsConsistent app asset set: icons, empty states, onboarding illustrations.
dev-avatar-serviceDeterministic default-avatar generator per user seed.
dev-screenshot-beautifierTurn a raw product screenshot into an LP-ready hero.

Enterprise

SkillDescription
enterprise-brand-governorGate every generation through a brand.md policy file.
enterprise-pinned-registryPin exact model versions for reproducible output across teams.
enterprise-press-batchProcess press photos into wire / web / print / social packs.

Marketer

SkillDescription
marketer-ad-variant-factoryFan out 50+ platform-native ad variants from one hero image.
marketer-localize-campaignLocalize a campaign across N markets (copy + visuals).

Prosumer

SkillDescription
prosumer-headshot-studioSelfie → four polished headshots (LinkedIn / ID / editorial / casual).

More skills are welcome — see CONTRIBUTING.md.

License

MIT

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Categories
Media & Entertainment
TransportHTTP
AuthRequired
UpdatedJul 6, 2026
View on GitHub

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