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.
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.
npx skills add PicsArt/gen-ai-skills
See INSTALL.md for gh skill install, the Claude Code marketplace, and the ./setup script alternatives.
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.
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.
| Skill | Description |
|---|---|
gen-ai-use | Generate AI images, videos, audio via the Picsart gen-ai CLI. |
gen-ai-persona-creation | Create AI influencers, branded characters, or pet personas from a brief or reference. |
motion-studio | End-to-end AI video production: references, clips, scene assembly, audio. |
| Skill | Description |
|---|---|
picsart-api | Call Picsart's image, video, GenAI, and variable-data REST APIs via the picsart MCP server. |
| Skill | Description |
|---|---|
product-photo-studio | Transform product photos. Modes: bulk-restyle, compose, seasonal, variants, reshoot, mockups. |
text-to-visual | Generate visuals from text. Modes: single image, article-set, OG image. |
multi-channel-bundle | Ship a coordinated multi-format bundle. Modes: campaign, launch. |
| Skill | Description |
|---|---|
agency-brand-scoping | Five on-direction visual variations for new-brand or pitch discovery. |
agency-client-handoff | White-label deliverable export as a zip. |
agency-multi-brand-pack | Per-client asset templates scoped by workspace. |
agency-pitch-mockups | Client-branded pitch mockups (hero + tiles + quote slides). |
| Skill | Description |
|---|---|
dev-app-assets | Consistent app asset set: icons, empty states, onboarding illustrations. |
dev-avatar-service | Deterministic default-avatar generator per user seed. |
dev-screenshot-beautifier | Turn a raw product screenshot into an LP-ready hero. |
| Skill | Description |
|---|---|
enterprise-brand-governor | Gate every generation through a brand.md policy file. |
enterprise-pinned-registry | Pin exact model versions for reproducible output across teams. |
enterprise-press-batch | Process press photos into wire / web / print / social packs. |
| Skill | Description |
|---|---|
marketer-ad-variant-factory | Fan out 50+ platform-native ad variants from one hero image. |
marketer-localize-campaign | Localize a campaign across N markets (copy + visuals). |
| Skill | Description |
|---|---|
prosumer-headshot-studio | Selfie → four polished headshots (LinkedIn / ID / editorial / casual). |
More skills are welcome — see CONTRIBUTING.md.
io.github.socialapishub/social-media-api
io.github.xpaysh/social-media
com.thenextgennexus/youtube-media-mcp-server
io.github.ludmila-omlopes/youtube-video-analyzer
csoai-org/social-media-ai-mcp
com.ezbizservices/social-media