Free / Open-sourceSearch and study millions of public SKILL.md agent skills
Free / Open-sourceSearch and study millions of public SKILL.md agent skills
Blueprints by Mozilla.ai records 833 monthly visits with 0% month-over-month growth and Free pricing. Panorama records 2,502 monthly visits with +22.9% growth and Contact for Pricing pricing.
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | blueprints.mozilla.ai | withpanorama.com |
| Pricing Model | Free | Contact for Pricing |
| Monthly Visits | 833 (833) | 2.5K (2,502) |
| MoM Traffic Delta | +833 (0%) | +467 (+22.9%) |
| Primary Market & Share | 🇺🇸 United States (77.8%) | 🌐 Global (—) |
| Direct Visits / mo | 326 | 993 |
| User Rating | 4.6 | 4.4 |
| Supported Platforms | Website | Website |

Developer-first hub of ready-to-fork open-source AI workflows
Each Blueprint is a complete repository with README, dependency manifest, config file and usually a demo app or notebook, so you can clone and start experimenting immediately.
Workflows are built around open models and tools such as Whisper, Docling and Flower, and many run on CPU-only setups without paid API keys.
Browse by what you need to do — OCR, speech-to-text, text-to-speech, object detection, embeddings, federated learning, LLM finetuning, agent building and more.
Entries are tagged as made by Mozilla.ai, community members or partners, so you can see who stands behind each workflow.

An a16z-backed AI transformation company that builds production AI systems
Rebuilds retrieval and RAG pipelines into measured systems, covering chunking, embeddings, reranking, hybrid search, and evaluation so performance holds up beyond the demo.
Designs exactly what a model sees at every step, fixing agents that forget, bloated prompts, and context windows wasted on the wrong information.
Profiles where inference tokens go and cuts cost through routing, caching, batching, and smaller fine-tuned models, with reported results such as a 16x reduction per call.
Builds the pipelines, training sets, evaluation sets, labeling systems, and governance needed to turn existing data into something a model can actually use.
Free / Open-sourceSearch and study millions of public SKILL.md agent skills
Free / Open-sourceSearch and study millions of public SKILL.md agent skills

Free AI hackathons and a global community for AI builders
Free AI hackathons and a global community for AI builders
Free / Open-sourceFree practical deep learning courses, research and open-source libraries

Marketplace to find, hire, or build AI agents for real work
Marketplace to find, hire, or build AI agents for real work
Community plugin, rule, and MCP server hub for Cursor
Community plugin, rule, and MCP server hub for Cursor

Free / Open-sourceMarketplace for AI automation workflows, prompts and agents
Free / Open-sourceMarketplace for AI automation workflows, prompts and agents

Applied AI engineering and consulting for enterprise deployments

AI agent development studio for production-grade systems
AI agent development studio for production-grade systems

A curated directory of 30,000+ custom GPTs and AI agents
A curated directory of 30,000+ custom GPTs and AI agents

Free / Open-sourceSecurity-graded marketplace for Claude skills, MCP servers and AI agent tools
Free / Open-sourceSecurity-graded marketplace for Claude skills, MCP servers and AI agent tools
AI-powered engineering partner for custom software and data platforms
AI-powered engineering partner for custom software and data platforms

SpecialistAI & machine learning consulting that ships production systems
SpecialistAI & machine learning consulting that ships production systems