What we're
building next.
Two phases shipping in sequence. The core vision: the boundary between a skill and an MCP server should dissolve. Open a Discussion before starting major work.
Foundation
Core infrastructure shipped and production-ready. Self-hostable on Cloudflare Workers with Qdrant for semantic retrieval.
Core infrastructure shipped and production-ready. Self-hostable on Cloudflare Workers with Qdrant for semantic retrieval.
MCP-native server on Cloudflare Workers
FastMCP + SSE transport via src/worker.py
Semantic retrieval via Qdrant Cloud
384-dim bge-small-en-v1.5 embeddings, cosine similarity
33 core skills bundled in the repo
API integration, cloud infra, AI models, docs, web frameworks, services, and design
8 MCP tools for skill discovery
skills_find_relevant, skills_get_body, skills_list_all, and 5 more
Three-tier progressive disclosure
Frontmatter, Body, References / Scripts / Assets
CI/CD skill validation
GitHub Actions to block invalid or malicious skill content in PRs
Automated setup scripts
One-command setup for Windows, Linux, and Make
One-click Cloudflare deploy
Deploy button for instant Cloudflare Workers deployment
407 Skills Expansion
Expanded from 33 to 407 skills by importing from skills.sh. Sources: Anthropic, Vercel, Prisma, Expo, Microsoft, Trail of Bits, Neo4j, Solana, and community.
Expanded from 33 to 407 skills by importing from skills.sh. Sources: Anthropic, Vercel, Prisma, Expo, Microsoft, Trail of Bits, Neo4j, Solana, and community.
374 expanded skills from skills.sh
Imported from Anthropic, Vercel, Prisma, Expo, Microsoft, Trail of Bits, Neo4j, Solana, and community repos
14 skill categories
Core Dev, Backend, Frontend, Mobile, Databases, Cloud, AI, Security, Design, Docs, Auth, Marketing, Web3, Productivity
Two-tier skill model
33 core skills ship with the repo. 374 expanded via import script or hosted instance
One-command skill expansion
python scripts/import_skills.py imports 374 additional skills from skills.sh into self-hosted instances
Skill browsing and filtering
Category-based browsable view with search, tier/complexity/source filters, and pagination
Source attribution
Every skill tagged with source: Anthropic, Vercel, Prisma, Trail of Bits, Community, etc.
Want to
contribute?
Open a Discussion before starting major changes. Read src/worker.py and the master-skill files together to find the highest-impact improvements.