io.github.sean-sunagaku/promptlint-mcp

Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff.

io.github.K-Cupples/mockmcp

Hosted MCP endpoint with realistic fake data for prototyping agents. 12 tools, no setup.

io.github.aidi1723/omniglyph

Local symbol ground truth MCP server for Unicode lookup and code-symbol linting.

io.github.LuisaGroup/LuisaCompute/backend_architecture

Backend plugin architecture, DeviceInterface API, dynamic loading, command encoding, and backend registration patterns in LuisaCompute

com.warmysender/mcp

Cold email, email warmup, LinkedIn outreach, and B2B lead database via MCP.

io.github.hamzafarooq/claude-code-starter/dockerfile-generator

Create a production-ready Dockerfile and deployment config for any project. Optimized for small image size and security. Use when the user wants to containerize their app or deploy to Fly.io, Railway, or any Docker-based platform.

io.github.midudev/autoskills/python-executor

Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). Pre-installed: NumPy, Pandas, Matplotlib, requests, BeautifulSoup, Selenium, Playwright, MoviePy, Pillow, OpenCV, trimesh, and 100+ more libraries. Use for: data processing, web scraping, image manipulation, video creation, 3D model processing, PDF generation, API calls, automation scripts. Triggers: python, execute code, run script, web scraping, data analysis, image processing, video editing, 3D models, automation, pandas, matplotlib

io.github.Cope-Labs/selvo

Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fix discovery.

io.github.isucorp-taimiralain/stackguide-mcp

Dynamic context loading for AI assistants with TDD workflow and AST analysis

io.github.Thezenmonster/agentscore

MCP security trust layer: scan packages, inspect repos, check exposure, monitor changes.

io.github.re-bruce-wayne/trade-router-mcp

Non-custodial Solana swap & limit order engine for AI agents.

io.github.WayforthOfficial/wayforth

Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.

io.github.replicate/cog/python-review

Python code review guidelines for the Cog SDK

io.github.midudev/autoskills/sqlalchemy-alembic-expert-best-practices-code-review

SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas. This skill should be used when writing, reviewing, or refactoring SQLAlchemy models, Alembic migrations, or database query patterns. Triggers on tasks involving SQLAlchemy ORM, Alembic migrations, database schema changes, or query optimization.

io.github.midudev/autoskills/refactor-module

Transform monolithic Terraform configurations into reusable, maintainable modules following HashiCorp's module design principles and community best practices.

io.github.midudev/autoskills/expo-deployment

Deploying Expo apps to iOS App Store, Android Play Store, web hosting, and API routes

io.github.midudev/autoskills/python-testing-patterns

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

io.github.midudev/autoskills/python-patterns

Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.

io.github.midudev/autoskills/python-background-jobs

Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.

io.github.midudev/autoskills/clerk-react-router-patterns

React Router v7 patterns with Clerk — rootAuthLoader, getAuth in loaders, clerkMiddleware, protected routes, SSR user data, org switching. Triggers on: react-router auth, rootAuthLoader, getAuth loader, react-router protected route, loader authentication, SSR auth react-router.

io.github.midudev/autoskills/clerk-react-patterns

React SPA auth patterns with @clerk/react for Vite/CRA - ClerkProvider setup, useAuth/useUser/useClerk hooks, React Router protected routes, custom sign-in flows. Triggers on: Vite Clerk setup, React Router auth, useAuth hook, protected route, custom sign-in form React.

io.github.midudev/autoskills/sqlalchemy

SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic

io.github.midudev/autoskills/react-hook-form

React Hook Form performance optimization for client-side form validation using useForm, useWatch, useController, and useFieldArray. This skill should be used when building client-side controlled forms with React Hook Form library. This skill does NOT cover React 19 Server Actions, useActionState, or server-side form handling (use react-19 skill for those).

io.github.skynetcmd/m3-memory

Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no cloud.