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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
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Agent Skills Marketplace
✓ verifiedFree
Searchable directory of open-source AI agent 'skills' (SKILL.md files) for developers building with Claude, Codex, or ChatGPT agents.
777K visits/mo
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Dify.ai
✓ verifiedFreemium
Open-source platform to build, deploy and monitor agentic AI workflows and RAG apps, with cloud, self-host and enterprise options.
1.1M visits/mo
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Cutout Pro
✓ verifiedFreemium
All-in-one AI suite for photo editing, background removal, upscaling, and image/video generation, aimed at e-commerce and creators.
9.9M visits/mo
Pricing
No public pricing
Sandbox: Free (200 message credits)
Professional: $590/workspace/year
Team: $1,590/workspace/year
No public pricing
Core features
- ✦Full-text search across millions of indexed SKILL.md files
- ✦Browse skills by creator or by occupation category
- ✦Inspect GitHub source links for each skill before use
- ✦REST API access to the skill catalog
- ✦One-click running of skills inside supported agent platforms
- ✦Visual workflow studio for agents
- ✦RAG knowledge pipelines
- ✦Agent runtime with tools and memory
- ✦Marketplace of models and plugins
- ✦Publish as app, API or MCP tool
- ✦Logging, analytics and monitoring
- ✦Automatic background removal for photos and video
- ✦AI photo enhancement and upscaling
- ✦Face cutout and portrait/headshot generation
- ✦Text-to-image and image-to-video model access
- ✦E-commerce tools: product staging, virtual try-on, posters
- ✦Developer API plus desktop, mobile, and Shopify apps
Use cases
- →Finding an existing agent skill instead of writing one from scratch
- →Comparing similar skills across different creators
- →Building custom search or analytics on top of the skill catalog via API
- →Discovering skills relevant to a specific job function
- →Building AI agents and chatbots
- →Creating RAG-based knowledge apps
- →Deploying LLM apps at enterprise scale
- →Prep product photos for online stores
- →Batch-remove backgrounds from images or clips
- →Generate marketing posters and social visuals
- →Create professional headshots from selfies
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