Coding

MCP servers, skills and harness building blocks for AI-assisted coding: code review, debugging, refactoring and documentation.

Entries in this category

Published entries only. Guides are counted separately.

Total catalog entries
187
MCP servers
64
Skills
100
Guides
128
Workflows
2
Plugins
7
Harness components
1
AI assistants
13

Free Coding skills

Usable without license costs.

Agent Development

Free

Official Anthropic skill for structuring, triggering, prompting, and testing custom Claude Code agents.

Anthropic

Agentic Evaluation Patterns

Free

GitHub’s official Copilot skill for reflection, rubrics, and iterative quality evaluation of agent outputs.

GitHub

Anthropic Agent Skills

Free

Anthropic's official open-source skill collection: 18 ready-made Claude skills for documents, design, coding, and enterprise workflows, ready to install.

Anthropic

Azure Deployment Preflight

Free

Preflights Bicep deployments with syntax validation, what-if analysis, and permission checks before execution.

GitHub

Azure DevOps CLI

Free

Supports Azure DevOps automation with Azure CLI, projects, repositories, pipelines, and boards.

GitHub

Azure Resource Visualizer

Free

Explores Azure resource groups and produces traceable Mermaid architecture diagrams.

GitHub

Azure Role Selector

Free

Official GitHub guidance for selecting least-privilege Azure roles with Azure MCP tools.

GitHub

Azure Static Web Apps Skill

Free

Assists your AI assistant in creating, configuring, and deploying Azure Static Web Apps.

GitHub

CLAUDE.md Improver

Free

Audits and improves CLAUDE.md project instructions for Claude Code.

Anthropic

Chrome DevTools

Free

Official GitHub skill for browser automation, debugging, and performance analysis with Chrome DevTools MCP.

GitHub

Claude Automation Recommender

Free

Analyzes codebases and recommends tailored Claude Code automations.

Anthropic

Code Change Verification

Free

A required verification workflow for code, test, and build changes in the OpenAI Agents Python repository.

OpenAI

Command Development

Free

Official Anthropic skill for robust slash commands, arguments, frontmatter, and safer Claude Code workflows.

Anthropic

Configured Agent for Claude Code

Free

Official Anthropic skill for configurable plugin settings and local state.

Anthropic

Develop AI Functions Example

Free

Official Vercel skill for developing, validating, and structuring AI SDK examples.

Vercel

Example Skill

Free

Anthropic reference skill for understanding and creating Claude Code skills.

Anthropic

Excalidraw Diagram Generator

Free

GitHub skill for turning natural-language processes, relationships, and architectures into understandable Excalidraw diagrams.

GitHub

ExecuTorch Export

Free

Official PyTorch guidance for exporting and lowering models into the ExecuTorch format.

PyTorch

Final Release Review

Free

A source-grounded release check for openai-agents-python with a clear ship-or-block decision.

OpenAI

Frontend Slides

Free

Creates visually developed HTML presentations and supports reviewed conversion from PowerPoint files.

Zara Zhang

GitHub Copilot SDK

Free

Official agent skill for embedding Copilot workflows in Python, TypeScript, Go, and .NET applications.

GitHub

GitHub Issues

Free

Official GitHub guidance for creating, maintaining, searching, and structuring issue workflows with MCP tools.

GitHub

Address GitHub PR Comments

Free

Official OpenAI workflow for reviewing and selectively addressing comments on the open GitHub pull request.

OpenAI

Home Assistant Dashboard Designer

Free

Codex skill for structured Lovelace dashboards, YAML refactoring, and careful validation.

CCOSTAN

Hook Development

Free

Official Anthropic skill for event-driven Claude Code hooks, validation, and safer plugin workflows.

Anthropic

Jupyter Notebook

Free

Official OpenAI skill for reproducible Jupyter notebooks covering experiments, analysis, and tutorials.

OpenAI

Legacy Circuit Mockups

Free

Create breadboard circuits and retro-computer diagrams as visual HTML5 Canvas mockups.

GitHub

MCP Integration

Free

Official Anthropic skill for integrating MCP servers safely into Claude Code plugins.

Anthropic

MCP-CLI

Free

Official GitHub skill for controlled use of MCP servers and tools from the command line.

GitHub

Make Repo Contribution

Free

Guidance for safe and traceable contributions to GitHub repositories.

GitHub

Markdown to HTML

Free

Turns Markdown into HTML with suitable tools, security checks, and output formats.

GitHub

Mermaid Diagrams

Free

Installable guidance for version-controlled Mermaid diagrams in architecture, code, and data modeling.

davila7

Microsoft Code Reference

Free

Source-oriented research for Microsoft APIs, Azure SDKs, .NET libraries, and verified code samples.

GitHub

Microsoft Docs

Free

Official GitHub skill for precise research across Microsoft documentation.

GitHub

NVIDIA Agent Skills

Free

NVIDIA's official, cryptographically signed skill collection: 100+ agent skills for Physical AI, robotics, simulation, CUDA-X libraries, and RAG, installable in Claude Code, Codex, and other coding agents.

NVIDIA

NuGet Manager

Free

An official agent skill for disciplined NuGet package maintenance in .NET projects and solutions.

GitHub

OpenAI Docs Sync

Free

Official OpenAI skill for comparing SDK implementation, configuration, and English documentation.

OpenAI

OpenAI Docs

Free

Official skill for current OpenAI documentation research with sources and clear product boundaries.

OpenAI

OpenAI Figma Implement Design

Free

Official OpenAI workflow for translating Figma designs into production-ready application code with visual fidelity.

OpenAI

OpenAI Figma Skill

Free

Official OpenAI guidance for Figma-driven design-to-code work with the Figma MCP server.

OpenAI

OpenAI Imagegen

Free

Official OpenAI skill for image generation, editing, variants, and transparent raster assets.

OpenAI

OpenAI Knowledge

Free

Source-oriented research in current official OpenAI documentation for integration questions.

OpenAI

OpenAI Speech Skill

Free

Official OpenAI skill for text-to-speech, voiceover, accessibility reads, and speech batches.

OpenAI

OpenAI Transcribe Skill

Free

Official OpenAI skill for audio-file transcription, speaker separation, and reviewable text output.

OpenAI

PR Draft Summary

Free

Creates a copy-ready pull request title, draft description, and branch suggestion after eligible changes.

OpenAI

PRD

Free

Creates structured Product Requirements Documents for software and AI-powered features.

GitHub

Penpot UI/UX Design

Free

GitHub guidance for professional, accessible UI/UX designs in Penpot using MCP tools.

GitHub

PlantUML ASCII

Free

Create terminal-friendly ASCII or Unicode output from PlantUML diagrams.

GitHub

Playground Builder

Free

Builds interactive self-contained HTML playgrounds with a live preview and copyable prompt.

Anthropic

Playwright CLI Skill

Free

OpenAI’s official workflow for real-browser automation through the Playwright CLI.

OpenAI

Plugin Settings for Claude Code

Free

Official Anthropic skill for project-specific plugin configuration and state files with YAML frontmatter.

Anthropic

Plugin Structure for Claude Code

Free

Official Anthropic skill for Claude Code plugin layout, manifests, components, and automatic discovery.

Anthropic

Power BI Semantic Modeling

Free

Official GitHub Copilot skill for robust Power BI semantic models, DAX, relationships, and performance.

GitHub

PyTorch Add Uint Support

Free

Official PyTorch skill for systematically extending operators with unsigned integer types.

PyTorch

PyTorch Issue Triage

Free

Structures PyTorch GitHub issues, routes them, applies allowed labels, and records triage decisions consistently.

PyTorch

PyTorch Pull Request Review

Free

Reviews PyTorch pull requests for code quality, test coverage, security, and backward compatibility.

PyTorch

Pyrefly Type Coverage

Free

Official PyTorch skill for incrementally migrating Python files to stricter Pyrefly type checking.

PyTorch

React TypeScript Development

Free

Reusable Claude Code skill for type-safe React components, hooks, Server Components, and routing.

davila7

Refactor Skill

Free

Assists your AI assistant in surgical code refactorings to improve maintainability.

GitHub

SQL Queries

Free

Official Anthropic skill for correct, performant SQL across multiple database dialects.

Anthropic

ScoutQA Testing

Free

GitHub skill for AI-powered exploratory web testing with the ScoutQA command line.

GitHub

Security Best Practices

Free

Reviews security requirements in Python, JavaScript, TypeScript, and Go and recommends secure defaults.

OpenAI

Security Ownership Map

Free

Maps security ownership, bus factor, and sensitive code areas from Git history.

OpenAI

Security Threat Model

Free

Creates evidence-grounded, actionable threat models for code repositories and selected project paths.

OpenAI

Sentry

Free

Read-only workflows for querying Sentry through the official command line.

OpenAI

Skill Creator

Free

Official OpenAI Codex skill for creating and updating focused agent skills.

OpenAI

Skill Development

Free

Official Anthropic guidance for structuring, resourcing, progressively disclosing, and validating Claude Code skills.

Anthropic

Skill Installer

Free

Official Codex skill for listing and installing skills from curated OpenAI sources or GitHub repositories.

OpenAI

Skill Writer

Free

Official PyTorch guidance for planning, structuring, and validating Agent Skills for Claude Code.

PyTorch

Smithery CLI Skill

Free

Agent skill for discovering, configuring, and invoking MCP servers and tools directly through the Smithery command line.

Smithery

Snowflake Semantic Views

Free

Official GitHub Copilot skill for creating, altering, and validating Snowflake semantic views with Snowflake CLI.

GitHub

TDD

Free

Test-driven development with behavior-focused tests, clear seams, and small red-green-refactor steps.

Matt Pocock

Tailwind Design System

Free

Working guidance for Tailwind CSS v4, design tokens, component variants, and responsive interfaces.

wshobson/agents

Test Coverage Improver

Free

A measurable workflow for coverage gaps in the OpenAI Agents Python repository.

OpenAI

Turborepo

Free

Vercel skill for tasks, caching, and dependencies in JavaScript and TypeScript monorepos.

Vercel

Update Docs

Free

Vercel skill for systematically reviewing and updating Next.js documentation.

Vercel

Upstash Agent Skills

Free

Upstash's official open-source skill collection: SDK guides for Redis, QStash, Workflow, Vector, Search, and Box — usable without any credentials.

Upstash

VS Code Extension Commands

Free

Guidance for clearly named, visible, and localizable commands in Visual Studio Code extensions.

GitHub

VS Code Extension Localization

Free

Guidance for complete localization of Visual Studio Code extensions.

GitHub

Vercel AI Elements

Free

Official skill for production-ready React building blocks and a registry for AI chat interfaces.

Vercel

Vercel AI SDK

Free

Official skill for building AI applications and agents with the TypeScript AI SDK.

Vercel

Vercel Streamdown

Free

Official skill for streaming-optimized React Markdown rendering in AI applications.

Vercel

Vulnerability Scanner

Free

Structured security analysis with OWASP guidance, attack-surface mapping, and risk-based prioritization.

davila7

Web Application Testing

Free

GitHub skill for Playwright-based testing, debugging, and documentation of local web applications.

GitHub

Web Design Reviewer

Free

GitHub skill for visual web design reviews, responsive quality, and accessible UI improvements.

GitHub

Web Interface Guidelines

Free

Vercel’s official agent skill for systematic reviews of web interfaces.

Vercel

Web Performance Audit

Free

Official Cloudflare skill for measurable web performance audits with Chrome DevTools MCP.

Cloudflare

Writing Hookify Rules

Free

Writes Hookify rules for Claude Code with suitable events, patterns, conditions, and warnings.

Anthropic

aoti-debug

Free

Official PyTorch guidance for systematic debugging of AOTInductor failures.

PyTorch

at-dispatch-v2

Free

Official PyTorch guidance for converting AT_DISPATCH macros to AT_DISPATCH_V2.

PyTorch

cloudflare-browser

Free

Cloudflare skill for browser automation through Browser Rendering and CDP.

Cloudflare

docstring

Free

Official PyTorch guidance for precise, consistent, and verifiable docstrings.

PyTorch

durable-objects

Free

Official Cloudflare skill for stateful coordination with Durable Objects.

Cloudflare

gh-fix-ci

Free

OpenAI Codex skill for inspecting failed GitHub Actions checks and preparing safe fixes.

OpenAI

image-manipulation-image-magick

Free

Official GitHub Copilot skill for image dimensions, formats, metadata, thumbnails, and batch processing with ImageMagick.

GitHub

image-to-code

Free

An image-first website-design workflow: generate references, analyze them closely, then implement the frontend.

Leon Lin

list-npm-package-content

Free

Inspects the actual contents of an npm tarball before publishing or debugging.

Vercel

metal-kernel

Free

Official PyTorch guidance for native Metal kernels and MPS operators on Apple Silicon.

PyTorch

sandbox-sdk

Free

Official Cloudflare skill for secure, isolated code execution with Sandbox SDK.

Cloudflare

yeet

Free

Official OpenAI skill for explicitly requested GitHub pull request flows using the GitHub CLI.

OpenAI

Coding workflows

Processes that combine several building blocks into one task.

Coding MCP servers

Servers commonly used in this category.

AWS MCP Server

Official Free

Official, AWS-operated remote MCP server that gives coding agents authenticated access to 300+ AWS services, sandboxed code execution, and AWS documentation.

Amazon Web Services

2,738

GitHub

Agent News MCP Server

Official Free

Official Agent News MCP Server – verified real-time news and stats on the AI agent economy.

The Agent Times

Apideck MCP Server

Official

One MCP server for 200+ SaaS apps across seven unified APIs, with token-lean tool discovery.

Apideck

17

GitHub

Asana MCP Server

Official Free

Official Asana MCP server: manage tasks, projects, and the Work Graph directly in your AI client.

Asana

Atlassian Rovo MCP Server

Official Free

Atlassian's official hosted MCP server: securely connect Jira, Confluence, Bitbucket, Jira Service Management, Compass, and Loom to AI agents.

Atlassian

1,070

GitHub

Auth0 MCP Server

Official Free

Official Auth0 MCP server: create applications, deploy Auth0 Actions, manage APIs, and search sign-in logs via natural language.

Auth0

122

GitHub

Azure DevOps MCP Server

Official Free

Official Microsoft MCP server for Azure DevOps: query and act on work items, pull requests, pipelines, and test plans through an AI agent — hosted or local.

Microsoft

2,029

GitHub

Azure MCP Server

Official Free

Official Microsoft MCP server that gives AI coding agents natural-language access to 45+ Azure service areas.

Microsoft

3,719

GitHub

Browserbase MCP Server

Official Free

Official Browserbase MCP server: give AI clients a full cloud browser — navigate, click, extract data, and fill web forms using natural language powered by Stagehand.

Browserbase

3,413

GitHub

Canva Dev MCP Server

Official Free

Official local MCP server by Canva for developers: Canva documentation, App SDK, and API reference available directly in your AI coding client.

Canva

Clerk MCP Server

Official Free

Clerk's official hosted MCP server: SDK snippets and authentication implementation patterns for AI agents during development.

Clerk

50

GitHub

ClickHouse MCP Server

Official Free

Official MCP server for controlled SQL queries and schema exploration in ClickHouse.

ClickHouse

880

GitHub

Cloudflare API MCP Server

Official Free

Official Cloudflare MCP server that exposes the entire Cloudflare API through just two tools, complemented by a dozen product-specific MCP servers.

Cloudflare

4,323

GitHub

Cloudflare Documentation MCP Server

Official Free

Official Cloudflare MCP server for the developer documentation: answer questions about Workers, R2, DNS, and more via AI-powered search — no account, no OAuth required.

Cloudflare

4,210

GitHub

Codebase Memory MCP

Official Free

A local DeusData MCP server that indexes codebases into a searchable knowledge graph for coding agents.

DeusData

45,070

GitHub

Context7

Official Free

Up-to-date, version-specific library documentation directly in the prompt – against outdated or hallucinated APIs in AI-generated code.

Upstash

62,485

GitHub

DeepWiki MCP Server

Official

Official remote MCP access from Cognition to DeepWiki for structure, content, and questions about public GitHub repositories.

Cognition

DevExpress Documentation MCP Server

Official

Official hosted, read-oriented MCP access to version-sensitive DevExpress product documentation for AI coding clients.

DevExpress

Docker MCP Gateway

Official Free

Docker’s official gateway for bundling and controlling container-isolated MCP servers for AI clients.

Docker

1,586

GitHub

Fabric MCP Server

Official Free

Microsoft's official local MCP server for Fabric APIs, OneLake data operations, and item definitions — running directly on your development machine.

Microsoft

3,719

GitHub

Farm Table MCP Server

Official Free

MCP server and task runtime for agent orchestration, dependencies, claims, and traceable task management.

Scion Frontiers

118

GitHub

Figma MCP Server

Official

Official Figma MCP server that lets AI agents read design context from Figma files and generate code from frames.

Figma

1,965

GitHub

Firecrawl MCP Server

Official Free

Official Firecrawl MCP server for web scraping, web search, multi-page crawling, document parsing, and recurring page monitoring.

Firecrawl

7,525

GitHub

GitHub MCP Server

Official Free

Official GitHub MCP server for repositories, issues, pull requests, Actions and more – local or as GitHub's hosted remote server.

GitHub

GitLab MCP Server

Official Free

Official GitLab MCP server in beta: projects, issues, merge requests, pipelines, and code reviews directly in your AI coding client.

GitLab

Google Cloud MCP Server (gcloud-mcp)

Official Free

Google's official, open-source MCP server for the Google Cloud Platform: control Google Cloud resources in natural language via the gcloud CLI, plus observability, storage, and backup/disaster recovery.

Google

910

GitHub

Gread

Official Free

Official Gread MCP server for source code and documentation from public GitHub repositories.

NitroRCr

62

GitHub

Jina AI MCP Server

Official

Jina AI official remote MCP endpoint for web search, reading, embeddings, reranking, and source-grounded work.

Jina AI

845

GitHub

Langfuse MCP Server

Official Free

Official project-scoped MCP access to Langfuse prompts, observability, evaluation, and analytics data with read and write tools.

Langfuse

Laravel Boost

Official Free

Official Laravel package with a built-in MCP server, AI guidelines, and agent skills for version-accurate, Laravel-specific AI code generation.

Laravel

3,632

GitHub

LaunchDarkly MCP Server

Official Free

LaunchDarkly’s official MCP server for managing feature flags, targeting rules, AI Configs, and observability data through an AI client.

LaunchDarkly

28

GitHub

Linear MCP Server

Official Free

Linear's official hosted MCP server: AI agents find, create, and update issues, projects, and comments in your own workspace.

Linear

Microsoft Learn MCP Server

Official Free

Official Microsoft MCP server for its own developer documentation: retrieve current Learn content and code samples via AI-powered search — no account, no API key required.

Microsoft

1,898

GitHub

MiniMax MCP Server

Official

Official MiniMax MCP for speech synthesis, voice cloning, and image/video generation directly inside an AI client.

MiniMax

1,577

GitHub

MongoDB MCP Server

Official Free

Official MongoDB MCP server for MongoDB databases, Atlas clusters, schemas, queries, and controlled write operations.

MongoDB

1,138

GitHub

NPM Sentinel MCP

Official Free

Standalone MCP server by Nekzus for current npm package, dependency, and security analysis.

Nekzus

18

GitHub

Netlify MCP Server

Official Free

Official Netlify MCP server: create, build, and deploy projects and manage environment variables and access via natural language.

Netlify

64

GitHub

Next.js DevTools MCP

Official Free

The official Next.js MCP server connects coding agents to the running dev server: live errors, routes, and version-accurate docs.

Vercel

821

GitHub

OrgX

Official

Remote MCP server for organizational memory, decisions, and agent orchestration.

OrgX

2

GitHub

Pinecone MCP Server

Official

Official Pinecone MCP for documentation search, index management, and vector search in an AI client.

Pinecone

72

GitHub

PlanetScale MCP Server

Official Free

Official PlanetScale MCP server: query database schema, performance data, and Insights directly from any compatible AI client – authenticated via OAuth.

PlanetScale

6

GitHub

Postman MCP Server

Official Free

Official MCP server for Postman workspaces, collections, OpenAPI specifications, environments, and API testing workflows.

Postman

317

GitHub

Qdrant MCP Server

Official Free

Official MCP server that stores information in Qdrant and retrieves it through semantic search.

Qdrant

1,539

GitHub

Redis MCP Server

Official Free

Official MCP server for strings, hashes, lists, sets, JSON, pub/sub, streams, and vector search in Redis.

Redis

623

GitHub

RevenueCat MCP Server

Official Free

RevenueCat's official MCP server: manage subscriptions, products, entitlements, and customers through an AI assistant — without opening the dashboard.

RevenueCat

Salesforce DX MCP Server

Official Free

Official MCP server for Salesforce orgs, CRM objects, DX tasks, metadata, and agentic development workflows.

Salesforce

481

GitHub

Searchcraft MCP Server

Official

Searchcraft's official MCP server: create, populate, and query search indexes through natural language — including automatic generation of a complete React search UI.

Searchcraft

9

GitHub

Sentry MCP Server

Official Free

Official Sentry MCP server that lets AI coding agents pull errors, traces, and performance data from Sentry and manage individual issues.

Sentry

867

GitHub

Shopify Dev MCP Server

Official Free

Official Shopify Dev MCP server: search docs, introspect API schemas, validate GraphQL and Liquid — directly from your AI coding client.

Shopify

7

GitHub

Snowflake MCP Server

Official

Official, Snowflake-managed MCP server: Cortex Analyst, Cortex Search, and SQL execution as tools for AI agents, with no infrastructure to run yourself.

Snowflake

SparkForge MCP Server

Official Free

Remote MCP server for utility APIs covering media, documents, web, development, and crypto research.

SparkForge

Storybook MCP Server

Official Free

Official Storybook addon that lets AI agents read component stories, preview them live, run accessibility and interaction tests, and fix failing tests on their own.

Storybook

91,069

GitHub

Supabase MCP Server

Official Free

Supabase's official hosted MCP server: control tables, SQL, migrations, and Edge Functions using natural language from Cursor, Claude Code, and more.

Supabase

2,926

GitHub

Terraform MCP Server

Official Free

HashiCorp’s official MCP server for Terraform Registry, HCP Terraform, workspaces, and IaC automation.

HashiCorp

1,533

GitHub

UI5 MCP Server

Official Free

Official SAP server that lets AI agents scaffold UI5 projects, look up API references, retrieve best practices, and validate code via linter and manifest checks.

SAP

99

GitHub

Upstash MCP Server

Official Free

Upstash's official MCP server: manage and debug Redis, QStash, Workflow, and Upstash Box using natural language from Claude Code, Cursor, and more.

Upstash

61

GitHub

Val Town MCP Server

Official Free

Official hosted MCP server for vals, JavaScript execution, deployments, logs, and SQLite from an AI client.

Val Town

10

GitHub

Vercel MCP Server

Official Free

Vercel's official hosted MCP server (beta): query projects, deployments, build logs, and Web Analytics using natural language from Claude, ChatGPT, and more.

Vercel

13

GitHub

Weaviate MCP Server

Official Free

Official MCP endpoint built into Weaviate for schema inspection, hybrid search, and controlled object changes.

Weaviate

16,854

GitHub

Webflow MCP Server

Official Free

Webflow’s official MCP server for AI-assisted website design, CMS management, and content work on a live project.

Webflow

140

GitHub

agent-device

Official Free

Official MCP server from Callstack: lets AI coding agents actually operate, verify, and document mobile, TV, and desktop apps via CLI or MCP with screenshots, video, and logs.

Callstack

4,594

GitHub

marimo MCP Server

Official Free

Official experimental local MCP access to running marimo notebook sessions.

marimo

22,917

GitHub

n8n MCP Server

Official Free

Built-in MCP server for n8n: search, execute, create, and edit workflows directly from any MCP-capable AI client.

n8n

206,144

GitHub

x64dbg-MCP Server

Free

Native x64dbg plugin exposing full debugger control for AI-assisted reverse engineering via MCP.

duty1g

2,029

GitHub

Coding plugins

Bundles for this category.

Coding harness components

Components for this category.

Coding AI assistants

AI assistants for this category.

ChatGPT

Available externally

OpenAI's AI chatbot for text, code, and images – from unlimited basic chats on the free plan to agent features and premium models on Pro and Business.

OpenAI

Claude

Available externally

Anthropic's AI assistant for chat, writing, and agentic coding – from free everyday questions to Max and Enterprise plans with Claude Code included.

Anthropic

Cline

Available externally

Open-source coding agent for editor, terminal, and CLI with free model choice and MCP support.

Cline Bot Inc.

Cursor

Available externally

Anysphere's AI coding assistant built on VS Code: Tab autocomplete, agentic multi-file editing, and cloud agents – from the free Hobby plan to Ultra and Enterprise.

Anysphere

DeepSeek

Free

Free AI chat assistant from DeepSeek with a reasoning mode, web search, and file upload – no subscription tier, built on openly released model weights.

DeepSeek

Devin

Available externally

Cognition's autonomous AI software engineer: writes, tests, and debugs code on its own, opens pull requests, and now ships its own local AI IDE as Devin Desktop (formerly Windsurf) – from a free tier up to Pro, Max, Teams, and Enterprise.

Cognition

GitHub Copilot

Available externally

GitHub's AI coding assistant with agent mode, a cloud agent, and access to multiple AI models directly in the editor.

GitHub

Kiro

Available externally

AWS agentic, spec-driven development environment built on Code OSS – with parallel agent work, property-based testing, and the open-source Kiro Crew orchestrator, from a free tier up to the Power plan.

Amazon Web Services

Lovable

Available externally

Lovable Labs' AI application platform that turns natural language into full web applications with frontend, backend, and database – from a free tier through credit-based Pro and Business plans up to Enterprise.

Lovable

Mistral Vibe

Available externally

Mistral AI's work and coding agent (formerly Le Chat) with deep research, editor integration, and 100+ connectors, run on European infrastructure.

Mistral AI

OpenClaw

Free

Open-source, self-hosted AI assistant connecting chat channels, coding agents, and local automation through a gateway you operate.

OpenClaw

Replit Agent

Available externally

Replit's AI assistant that turns natural language into complete web and mobile apps, dashboards, and prototypes – builds, tests, and deploys them, from a free Starter plan up to Core, Pro, and Enterprise.

Replit

v0

Available externally

Vercel's generative AI assistant: turn a prompt into interfaces, prototypes, and full-stack apps with Next.js, React, and Tailwind – from a free tier up to Plus, Business, and Enterprise.

Vercel

Matching providers

Who publishes in this category.

Amazon Web Services

Verified

Amazon Web Services (AWS) describes itself as the world's most comprehensive cloud computing platform, offering more tha...

1 MCP-Server · 0 Skills

Anthropic

Verified

Anthropic is the company behind Claude and Claude Code. In the anthropics/claude-plugins-official repository, Anthropic...

0 MCP-Server · 62 Skills

Apideck

Verified

Apideck operates a unified API platform that lets SaaS companies connect to more than 200 third-party services without b...

1 MCP-Server · 0 Skills

Asana

Verified

Asana operates a work management platform used, according to the company, by 85% of Fortune 100 companies, including Ama...

1 MCP-Server · 0 Skills

Atlassian

Atlassian builds a suite of collaboration tools for teams: Jira for flexible project management across software, product...

1 MCP-Server · 0 Skills

Auth0

Verified

Auth0 operates an identity and authentication platform that lets organizations centrally manage user access to applicati...

1 MCP-Server · 0 Skills

Browserbase

Verified

Browserbase operates infrastructure that lets AI agents browse the web and interact with websites autonomously - treatin...

1 MCP-Server · 0 Skills

CCOSTAN

Verified

CCOSTAN publishes a public collection of reusable Codex skills for Home Assistant and self-hosted infrastructure.

0 MCP-Server · 1 Skills

Callstack

Verified

Callstack is a European software development company focused on React and React Native that, per its own GitHub profile,...

1 MCP-Server · 0 Skills

Canva

Verified

Canva operates the eponymous design platform for graphics, presentations, videos, and other visual content, and publishe...

2 MCP-Server · 0 Skills

Clerk

Verified

Clerk provides a complete authentication and user management solution that lets development teams integrate full login s...

1 MCP-Server · 0 Skills

ClickHouse

Verified

ClickHouse develops the eponymous column-oriented database, purpose-built for analytical queries (OLAP) rather than indi...

1 MCP-Server · 0 Skills

Cloudflare

Verified

Cloudflare operates a global edge network of, by its own account, more than 330 data centers, covering three main areas:...

2 MCP-Server · 4 Skills

Cognition

Verified

Cognition develops Devin, described as the first autonomous AI software engineer: Devin plans, writes, tests, and ships...

1 MCP-Server · 0 Skills

DeusData

Verified

DeusData is the GitHub account of Martin Vogel from Berlin, publisher of the Codebase Memory MCP server, a code intellig...

1 MCP-Server · 0 Skills

DevExpress

Verified

Developer Express Inc. (DevExpress) develops UI components and controls for desktop, web, mobile, and BI reporting appli...

1 MCP-Server · 0 Skills

Docker

Verified

Docker builds tooling for containers — isolated environments that bundle an application with all its dependencies so it...

1 MCP-Server · 0 Skills

Figma

Figma operates a browser-based, collaborative design tool that lets multiple people work on the same designs at the same...

1 MCP-Server · 0 Skills

Firecrawl

Verified

Firecrawl provides an API for searching, fetching, and interacting with websites, turning unstructured web content into...

1 MCP-Server · 0 Skills

GitHub

Verified

GitHub operates the world's most widely used platform for code hosting and Git-based version control, describing itself...

1 MCP-Server · 34 Skills

GitLab

Verified

GitLab Inc. operates an AI-powered DevSecOps platform that consolidates the entire software development lifecycle — from...

1 MCP-Server · 0 Skills

Google

Google develops a broad range of services and platforms, several of which appear on this catalog as official MCP servers...

5 MCP-Server · 0 Skills

HashiCorp

Verified

HashiCorp, part of IBM since its acquisition, builds tools for managing hybrid cloud infrastructure across two main area...

1 MCP-Server · 0 Skills

Jina AI

Verified

Jina AI builds building blocks for search and retrieval applications: Reader converts any URL into LLM-friendly markdown...

1 MCP-Server · 0 Skills

Langfuse

Verified

Langfuse develops an open-source platform for LLM observability, prompt management, evaluation, and analytics, and opera...

1 MCP-Server · 0 Skills

Laravel

Verified

Laravel is an open-source PHP framework for web applications, originally created by Taylor Otwell and now maintained by...

1 MCP-Server · 0 Skills

LaunchDarkly

Verified

LaunchDarkly operates a feature management platform for feature flags, controlled rollouts, and experimentation, and pub...

1 MCP-Server · 0 Skills

Leon Lin

Verified

Leon Lin (@lexnlin), together with blueemi, built Taste Skill, an open-source framework aimed at preventing AI coding ag...

0 MCP-Server · 1 Skills

Linear

Linear operates a system for product development designed for teams and, increasingly, AI agents, and publishes the offi...

1 MCP-Server · 0 Skills

Matt Pocock

Matt Pocock is a TypeScript specialist with around 47,000 followers on GitHub, best known for his Total TypeScript cours...

0 MCP-Server · 1 Skills

Microsoft

Verified

Microsoft develops and operates several official MCP servers for its own platforms. The Azure MCP Server connects AI age...

5 MCP-Server · 0 Skills

MiniMax

Verified

MiniMax is an AI company founded in early 2022 that develops multimodal foundation models along with AI-native products...

1 MCP-Server · 0 Skills

MongoDB

Verified

MongoDB develops the eponymous NoSQL document database, storing data as flexible, JSON-like documents rather than in the...

1 MCP-Server · 0 Skills

NVIDIA

Verified

NVIDIA Corporation ist ein US-amerikanischer Hersteller von Grafikprozessoren (GPUs) und einer der führenden Anbieter vo...

0 MCP-Server · 1 Skills

Nekzus

Verified

According to the provider profile and npm metadata, Nekzus publishes NPM Sentinel MCP as its own open-source project on...

1 MCP-Server · 0 Skills

Netlify

Verified

Netlify operates a platform for deploying and hosting web applications, positioning itself as an end-to-end solution fro...

1 MCP-Server · 0 Skills

NitroRCr

Verified

NitroRCr develops Gread, an open-source tool for accessing source code and documentation from public GitHub repositories...

1 MCP-Server · 0 Skills

OpenAI

Verified

OpenAI develops large AI models and the products built on top of them — the company became widely known primarily throug...

0 MCP-Server · 34 Skills

OrgX

Verified

OrgX is a shared operating record for AI-delivered work, connecting multiple AI tools — including Claude Code, Codex, Cu...

1 MCP-Server · 0 Skills

Pinecone

Verified

Pinecone develops and operates the eponymous vector database for AI applications and describes itself as "the trusted AI...

1 MCP-Server · 0 Skills

PlanetScale

Verified

PlanetScale operates a cloud database platform with three offerings: Vitess (sharded MySQL), Neki (sharded Postgres), an...

1 MCP-Server · 0 Skills

Postman

Verified

Postman operates a platform for designing, testing, managing, and distributing APIs, positioning itself as an "AI-native...

1 MCP-Server · 0 Skills

PyTorch

Verified

PyTorch is an open-source machine learning framework, originally developed by Meta AI and, since 2022, stewarded by the...

0 MCP-Server · 10 Skills

Qdrant

Verified

Qdrant develops and operates Qdrant, an open-source vector database built entirely in Rust for similarity and semantic s...

1 MCP-Server · 0 Skills

Redis

Verified

Redis builds the eponymous in-memory database, originally known as a key-value store and now increasingly positioned as...

1 MCP-Server · 0 Skills

RevenueCat

Verified

RevenueCat operates backend infrastructure that handles in-app subscription management for app developers across iOS, An...

1 MCP-Server · 0 Skills

SAP

Verified

SAP UI5, open-sourced as OpenUI5 under the Apache 2.0 license, is a JavaScript framework for building responsive, enterp...

1 MCP-Server · 0 Skills

Salesforce

Verified

Salesforce builds CRM, data, and development platforms, and in May 2025 released the Salesforce DX MCP Server as a devel...

1 MCP-Server · 0 Skills

Scion Frontiers

Verified

Scion Frontiers publishes Farm Table as an open-source runtime for AI-agent tasks, dependency graphs, and MCP-based work...

1 MCP-Server · 0 Skills

Searchcraft

Verified

Searchcraft Inc. is a US-based provider headquartered in Colorado, building a Rust-powered, developer-first search engin...

1 MCP-Server · 0 Skills

Sentry

Sentry operates a platform for application error and performance monitoring, helping development teams detect, understan...

1 MCP-Server · 0 Skills

Shopify

Verified

Shopify operates an e-commerce platform where merchants build and manage online stores. The company provides the infrast...

2 MCP-Server · 0 Skills

Smithery

Verified

Smithery operates a registry and marketplace for MCP servers, giving AI agents access to more than 24,000 listed tools a...

1 MCP-Server · 1 Skills

Snowflake

Verified

Snowflake operates a fully managed cloud data platform, which the company positions as an "AI Data Cloud," bundling data...

1 MCP-Server · 0 Skills

SparkForge

Verified

According to the provider, SparkForge is a service for agent utility APIs and an MCP server. Agentic here means these AP...

1 MCP-Server · 0 Skills

Storybook

Verified

Storybook is an open-source "frontend workshop" for building, testing, and documenting UI components and entire pages in...

1 MCP-Server · 0 Skills

Supabase

Supabase is an open-source backend platform that positions itself as a Firebase alternative, built on the established Po...

1 MCP-Server · 0 Skills

The Agent Times

Verified

The Agent Times operates a news platform dedicated entirely to the AI agent economy — covering platforms, infrastructure...

2 MCP-Server · 0 Skills

Upstash

Upstash operates a range of serverless data services billed on usage rather than fixed server capacity: serverless Redis...

2 MCP-Server · 1 Skills

Val Town

Verified

Val Town operates a serverless platform that deploys TypeScript code to a live URL in roughly 100 milliseconds, and publ...

1 MCP-Server · 0 Skills

Vercel

Vercel operates a cloud platform for deploying and hosting frontend applications, particularly Next.js projects, with a...

2 MCP-Server · 9 Skills

Weaviate

Verified

Weaviate develops and operates Weaviate, an open-source vector database that serves as the foundation for AI application...

1 MCP-Server · 0 Skills

Webflow

Verified

Webflow operates a visual website builder with a built-in CMS, letting teams design, publish, and maintain websites with...

1 MCP-Server · 0 Skills

Zara Zhang

Verified

Zara Zhang publishes Frontend Slides as an open-source skill and Claude Code plugin for HTML presentations.

0 MCP-Server · 1 Skills

davila7

Verified

davila7 publishes Claude Code components and skills in the claude-code-templates repository.

0 MCP-Server · 4 Skills

duty1g

duty1g is a developer focused on red teaming and reverse engineering who publishes the x64dbg-MCP Server as an open-sour...

1 MCP-Server · 0 Skills

marimo

Verified

marimo develops the eponymous reactive Python notebook and publishes the official marimo MCP Server, which lets AI agent...

1 MCP-Server · 0 Skills

n8n

Verified

n8n is a workflow automation platform for building integrations and automations through a visual, node-based interface,...

1 MCP-Server · 0 Skills

wshobson/agents

Verified

wshobson publishes agents, an MIT-licensed collection of installable plugins, agents, commands, and skills for multiple...

0 MCP-Server · 1 Skills

Coding guides

Guides and background on this topic.

Set up the Fakechat plugin for Claude Code

Install the Fakechat plugin, start Claude Code with the channels flag, and test messages and files through a local browser interface.

30.09.2026

Setting up Laravel Boost

Install Laravel Boost in a Laravel application and connect it to Claude Code, Cursor, or Codex.

29.09.2026

Set up the Azure DevOps MCP Server

Start Set up the Azure DevOps MCP Server with verified links, minimal permissions, and a safe first test.

25.09.2026

Installing a Claude Code plugin

Installing a plugin from the official Anthropic marketplace – using the Code Review plugin as an example.

24.09.2026

Set up the LaunchDarkly MCP Server

Connect LaunchDarkly securely to an AI client through the official MCP server — hosted via OAuth or locally via an API key for EU/Federal.

24.09.2026

Install the Unity plugin for Claude Code

Install Unity's official plugin from the marketplace in Claude Code or Codex and review the available Unity skills.

22.09.2026

Set up the Microsoft Learn MCP Server

Start Set up the Microsoft Learn MCP Server with verified links, minimal permissions, and a safe first test.

22.09.2026

Set up x64dbg-MCP Server safely

Install the x64dbg plugin, protect the Bearer token, and only run the server on trusted networks.

21.09.2026

Setting up the Google Cloud MCP Server (gcloud-mcp)

Install Google's official Google Cloud MCP server via npx or as a Gemini CLI extension, choose sub-servers, and run your first agent prompts against the gcloud CLI.

21.09.2026

Set up the Webflow MCP Server

Connect Webflow securely to an AI client through the official MCP server — remote via OAuth or locally via an API token.

21.09.2026

Set up the Searchcraft MCP Server

Start Set up the Searchcraft MCP Server with verified links, minimal permissions, and a safe first test.

19.09.2026

Set up the Cloudflare Documentation MCP Server

Start Set up the Cloudflare Documentation MCP Server with verified links, minimal permissions, and a safe first test.

19.09.2026

Set up Apideck MCP Server

Connect Apideck MCP, pick an operating mode, and scope third-party access narrowly.

18.09.2026

Set up Next.js DevTools MCP

Add the official Next.js MCP server to .mcp.json and give the coding agent live errors, routes, and docs.

18.09.2026

Set up the UI5 MCP server

Install the official UI5 MCP server via npx, connect it to Claude Code or Codex, and use the key tools for scaffolding, API references, and linting in everyday work.

18.09.2026

Set up the Storybook MCP server

Install the @storybook/addon-mcp addon, enable the component manifest, and connect the MCP server at localhost:6006/mcp to Claude Code, Cursor, or Codex.

18.09.2026

Set up Redis MCP Server safely

Configure Redis MCP locally, scope ACL rights, and encrypt the connection.

18.09.2026

Set up the agent-device MCP server

Install agent-device globally, validate the environment with `agent-device doctor`, and connect the stdio MCP server in Claude Code, Cursor, or Codex.

18.09.2026

Set up Snowflake MCP Server

Create the Snowflake-managed MCP server via SQL, choose tools like Cortex Analyst and Cortex Search, and connect an MCP client safely via OAuth or a PAT.

18.09.2026

Set up MiniMax MCP Server

Install the official MiniMax MCP via uv, configure your API key and region, and use speech, image, and video generation from your AI client.

18.09.2026

Setting up the Refactor Skill: Automatically eliminate code smells

Installing the Refactor Skill: behavior-preserving, test-gated code simplification for Codex, Claude Code, Pi, and Cursor.

18.09.2026

Setting up Azure Static Web Apps Skill: Speed up local deployment

Guide to the Azure Static Web Apps skill: prerequisites, SWA CLI, configuration, deployment, secrets, and safe boundaries.

18.09.2026

Setting up the Agent News MCP Server

The Agent Times' free, no-auth MCP server delivers verified, sourced news with confidence scores about the AI agent and MCP industry.

18.09.2026

Set up the marimo MCP Server safely on localhost

Connect a local marimo notebook through read-oriented MCP, preserve authentication, and review the model data path.

18.09.2026

Set up DevExpress Documentation MCP Server safely

Read-oriented DevExpress documentation lookup with version targeting, a minimal data path, and prompt-injection safeguards.

18.09.2026

Set up Val Town MCP Server safely

OAuth, least privilege, safe first reads, and controlled changes with the official Val Town MCP Server.

18.09.2026

Set up Weaviate MCP Server

Safely enable Weaviate’s built-in MCP endpoint, limit permissions, and test hybrid search without uncontrolled changes.

18.09.2026

Set up PlanetScale MCP Server

Hosted MCP server securely links Claude, Cursor, and other clients via OAuth to PlanetScale databases, schema, and Insights.

18.09.2026

Set up Linear MCP Server

Start Set up Linear MCP Server with minimal permissions and verified data flow.

18.09.2026

Set up GitLab MCP Server

Start Set up GitLab MCP Server – configure OAuth, set minimal permissions, and understand prompt injection risks.

18.09.2026

Set up Canva Dev MCP Server

Canva's official Dev MCP Server feeds developer documentation straight into your AI client, running locally for app builders.

18.09.2026

Set up Clerk MCP Server

Connect the official Clerk MCP Server via the Clerk CLI or manually and integrate current SDK snippets into the AI agent.

18.09.2026

Set up ClickHouse MCP Server safely

Configure ClickHouse MCP locally, reduce database privileges, and constrain SQL access.

18.09.2026

Set up Pinecone MCP Server

Connect the official Pinecone MCP Server to Cursor, Claude Code, or Claude Desktop and work safely with vector database indexes.

18.09.2026

Set up Qdrant MCP Server

Set up Qdrant semantic search through MCP, limit collection permissions, and control writes.

18.09.2026

Set up Langfuse MCP Server safely

Connect project-scoped Langfuse MCP access with Basic Auth, a small read allowlist, and controlled write rights.

18.09.2026

Set up Asana MCP Server

Setting up the Asana MCP Server: the V2 endpoint, OAuth authorization, available read/write tools, and access limits explained.

18.09.2026

Set up Shopify Dev MCP Server

Set up the Shopify Dev MCP Server to bring live GraphQL schemas, Liquid validation, and docs into Claude Code, Cursor, or Codex.

18.09.2026

Set up Browserbase MCP Server

Browserbase brings cloud browser sessions to AI agents through MCP; note the open-source server code is now archived by the provider.

18.09.2026

Set up Auth0 MCP Server

Install Auth0 MCP Server with verified links, sign in via OAuth, limit permissions with --read-only and --tools, and start safely against a test tenant.

18.09.2026

Using the Tailwind Design System skill safely

Practical guide to Tailwind Design System: verify sources, plan tokens, implement components safely, and understand realistic limits.

10.09.2026

Use Home Assistant Dashboard Designer safely

The Home Assistant Dashboard Designer brings Lovelace dashboards into a consistent, maintainable YAML system through strict layout and card rules.

09.09.2026

Set up the OpenAI Transcribe Skill and review transcripts

OpenAI Transcribe turns audio into text and can separate speakers. This guide covers setup, privacy, validation, and limits.

09.09.2026

Use ScoutQA Testing safely

Safely using ScoutQA Testing: AI-driven exploratory web app testing with clear boundaries and important risk considerations.

09.09.2026

Use Web Design Reviewer safely

The Web Design Reviewer uses browser automation to inspect layout, responsive behavior, and accessibility issues in source code.

09.09.2026

Using the Penpot UI/UX Design skill safely

Guide for AI agents to build professional interfaces, layouts, and reusable design systems in Penpot via a local MCP server.

09.09.2026

Using Excalidraw Diagram Generator safely

The Excalidraw Diagram Generator turns natural-language prompts into editable .excalidraw diagrams for technical visuals.

09.09.2026

Use Anthropic Hook Development safely

Practical guidance for hook events, configuration, input validation, and controlled Claude Code plugins.

09.09.2026

Use Anthropic Skill Development safely

Practical guide to Anthropic Skill Development: structure skills, use progressive disclosure, validate quality, and limit operational risks.

09.09.2026

Set up the PyTorch AOTI debugging skill

aoti-debug is an official PyTorch skill that systematically diagnoses AOTInductor errors such as segfaults, device mismatches, and loading failures.

09.09.2026

Set up OpenAI Skill Installer

The Skill Installer adds OpenAI Codex skills from curated lists or GitHub repositories into local agent workflows and projects.

09.09.2026

Use Chrome DevTools safely

Google's official MCP server connects coding assistants to a real Chrome browser for debugging, performance, and automation.

09.09.2026

Use Security Best Practices safely

OpenAI's Security Best Practices skill reviews Python, JS/TS, and Go code for security issues and gives concrete guidance.

09.09.2026

Localizing VS Code extensions with the localization skill

GitHub's skill explains the three technical paths for localizing VS Code extensions consistently in practice, step by step.

09.09.2026

Set up the PyTorch Skill Writer

Skill Writer helps teams turn repeatable Claude workflows into structured skills with safer context, clearer steps, and reusable guidance.

09.09.2026

Using Snowflake Semantic Views safely

Practical guide to the GitHub Copilot skill for planning and validating Snowflake semantic views.

09.09.2026

Use PR Draft Summary responsibly

OpenAI’s PR Draft Summary turns Git facts into reviewable PR text without creating branches, commits, pushes, or pull requests.

09.09.2026

Set up MCP-CLI safely

GitHub’s MCP-CLI skill shows how teams can inspect MCP servers from the command line, review schemas, and keep tool calls controlled.

09.09.2026

Use gh-fix-ci safely with Codex

gh-fix-ci uses the GitHub CLI to analyze failing Actions checks and applies proposed fixes only after explicit approval.

09.09.2026

Set up Vercel AI SDK safely

Vercel AI SDK setup guide covering architecture, server-side API keys, streaming UI, validation, error handling, and safe AI app patterns.

09.09.2026

Using Skill Creator effectively

A practical guide to scoped Codex skills, progressive disclosure, and safe validation.

09.09.2026

Integrating Markdown to HTML safely into a documentation workflow

A guide to tool selection, conversion, testing, and sanitization for Markdown-to-HTML workflows.

09.09.2026

Research Microsoft Docs safely and traceably

GitHub's skill routes queries about Azure, .NET, VS Code, and GitHub to the correct official Microsoft documentation source.

09.09.2026

Set up Make Repo Contribution safely

Make Repo Contribution has AI agents automatically research and follow a third-party repository's contribution guidelines when filing issues and PRs.

09.09.2026

Inspect npm package contents with list-npm-package-content

A safe workflow for tarball inspection, configuration review, and release preparation.

09.09.2026

Set up the PyTorch Docstring skill

The PyTorch docstring skill helps Claude Code document functions and methods cleanly in the project’s Sphinx style and conventions.

09.09.2026

Set up MCP Integration safely in Claude Code plugins

Practical guidance for transport selection, configuration, permissions, and testing MCP servers in plugins.

09.09.2026

Set up Pyrefly Type Coverage

A safe workflow for stricter Pyrefly type checking in Python files based on the official PyTorch guide.

09.09.2026

Set up Azure DevOps CLI safely

Microsoft's Azure DevOps CLI manages boards, pipelines, and repos from the command line, including secure token-based login.

09.09.2026

Set up GitHub Copilot SDK and integrate it safely into applications

A practical overview of runtimes, sessions, tools, MCP connections, and security reviews for Copilot SDK integrations.

09.09.2026

Use Anthropic Command Development safely

Practical guidance for slash commands, arguments, tool boundaries, and testing in Claude Code.

09.09.2026

Use OpenAI Imagegen safely

Set up OpenAI Imagegen safely: the image skill for coding agents with a keyless default mode and an optional CLI fallback.

09.09.2026

Setting up NuGet Manager for disciplined .NET dependency work

A practical guide to loading the skill, checking versions, handling central package management, and reviewing changes.

09.09.2026

Assess Configured Agent for Claude Code safely

A Configured Agent is a custom Claude Code subagent with its own system prompt, restricted tool access, and an isolated context window.

09.09.2026

Develop AI SDK examples with Develop AI Functions Example

Internal Claude skill inside the Vercel AI SDK repository: consistent naming patterns and templates for new AI SDK example scripts.

09.09.2026

Understand Example Skill and structure your own skills clearly

How Anthropic's official Example Skill explains the file format, folder structure, and frontmatter of Claude Code plugin skills as a template.

09.09.2026

Set up the PyTorch AT_DISPATCH_V2 skill

at-dispatch-v2 is an official PyTorch skill that automatically converts AT_DISPATCH macros in ATen C++ code into the new AT_DISPATCH_V2 format.

09.09.2026

Use OpenAI Knowledge with source discipline

How the OpenAI Knowledge skill makes AI coding agents base answers on current official docs instead of guessing outdated facts.

09.09.2026

Using OpenAI Figma Implement Design

OpenAI Figma Implement Design guide for Figma MCP setup, node IDs, design tokens, permissions, production review, and safe code handoff.

09.09.2026

Use Agentic Evaluation Patterns with control

Agentic Evaluation Patterns provides guidance that lets coding agents improve their own output through iterative self-critique and evaluation loops.

09.09.2026

Using Power BI Semantic Modeling safely

Practical guide to GitHub Copilot skill guidance for reviewing Power BI semantic models.

09.09.2026

Set up PyTorch Pull Request Review safely

The pr-review skill from the PyTorch repository systematically evaluates pull requests for code quality, test coverage, security, and backward compatibility.

09.09.2026

Use webapp testing safely

Use Playwright-based webapp testing to verify local user journeys, manage servers safely, and avoid fragile or risky browser tests.

09.09.2026

Use Anthropic SQL Queries safely

Practical guidance for dialect selection, query review, performance, and safe database work.

09.09.2026

Use Anthropic Agent Development safely

Practical guidance for agent structure, triggers, tool boundaries, and testing in Claude Code.

09.09.2026

Reviewing VS Code extension commands with the skill

How the VS Code Extension Commands skill helps generate consistent commands following official naming and visibility rules for extensions.

09.09.2026

Use Code Change Verification safely

OpenAI's Code Change Verification skill runs formatting, lint, type checks, and tests as a final gate after code review passes.

09.09.2026

Set up and use Azure Resource Visualizer safely

A practical guide to scope, permissions, analysis, and review of Azure architecture diagrams.

09.09.2026

Use the Playwright CLI safely

Playwright MCP and the Playwright CLI both connect AI agents to real browsers, but differ sharply in mode and safety needs.

09.09.2026

Set up Azure Deployment Preflight and review safely

A safety-focused workflow for reviewing Bicep projects with the official GitHub skill.

09.09.2026

Set up Writing Hookify Rules and review rule files

How to write and maintain precise warning and blocking rules for AI coding agents using the Writing Hookify Rules skill.

09.09.2026

Set up the OpenAI Speech Skill and review audio output

OpenAI Speech Skill setup for API keys, batch audio generation, listening checks, data handling, and realistic production limits.

09.09.2026

Set up and review Claude Code plugin settings

Practical guide to local plugin configuration, frontmatter, defaults, and security review.

09.09.2026

Using Legacy Circuit Mockups safely

Practical guide to Legacy Circuit Mockups: plan Canvas breadboards, verify components, and respect safety limits before real hardware.

09.09.2026

Set up PyTorch Issue Triage safely

PyTorch's official issue-triage skill semi-automatically sorts GitHub issues using a label allowlist and validation hooks.

09.09.2026

Using PlantUML ASCII with GitHub Copilot

Context, preparation, and safe working practices for text-based PlantUML diagrams.

09.09.2026

Using the OpenAI Figma Skill with the Figma MCP server

OpenAI skill links Codex and Claude Code to Figma's official MCP server: design context, screenshot, assets, then real code.

09.09.2026

Set up the PyTorch Metal Kernel skill

metal-kernel helps PyTorch contributors build native Metal kernels for Apple Silicon, with requirements, workflow, and testing.

09.09.2026

Use Security Ownership Map safely

Practical guide to a traceable security analysis of Git ownership and bus factor.

09.09.2026

Use Test Coverage Improver safely

OpenAI’s Test Coverage Improver separates measurement, gap analysis, and implementation so tests protect behavior, not just percentages.

09.09.2026

Set up Playground Builder and review interactive HTML files

Anthropic's skill builds interactive HTML playgrounds with live preview and prompt export for design and data questions.

09.09.2026

Set up and use Security Threat Model safely

Practical guide to an evidence-grounded threat-modeling workflow with the official OpenAI skill.

09.09.2026

Set up and review a Claude Code plugin structure

Practical guide to manifests, component directories, portable paths, and local plugin testing.

09.09.2026

Setting up Smithery CLI Skill: Controlling MCP tools via terminal

Smithery CLI connects AI agents to MCP servers and skills right from the terminal: installation, commands, and security notes.

09.09.2026

Setting up the Upstash MCP Server

Connect Upstash's official MCP server via npx to Claude Code, Codex, and others — with a read-only API key for a safe start.

09.09.2026

Install UI UX Pro Max in Claude Code

Install UI UX Pro Max in Claude Code: set up design intelligence with styles, palettes, and stacks via the CLI installer.

09.09.2026

Set up Firecrawl MCP Server

Firecrawl MCP brings search, scraping, and web data into agents. This guide covers setup, safe use, and practical limits.

09.09.2026

Setting up Codebase Memory MCP

Install DeusData’s local code knowledge graph in a controlled way, connect an agent, and start with read-only analysis.

09.09.2026

Setting up Docker MCP Gateway

The Docker MCP Gateway centrally runs and secures multiple MCP servers as isolated containers with built-in credential and logging management.

09.09.2026

Set up Netlify MCP Server

Start Netlify MCP Server with verified links, hosted or local operation, and safe handling of access tokens.

09.09.2026

Setting up the Atlassian Rovo MCP Server

Connect Atlassian's official MCP server to Claude Code, Codex, and others via OAuth or API token — with tightly scoped permission groups.

09.09.2026

Setting up the Cloudflare MCP Server

Connect the Cloudflare API MCP Server via OAuth, add matching product-specific servers, and keep permissions tightly scoped.

09.09.2026

Setting up the Sentry MCP Server

Connect the Sentry MCP Server as a hosted remote service via OAuth or as a local stdio server via user token, limited to the organization you need.

09.09.2026

Setting up the Figma MCP Server

Connect the Figma MCP Server via OAuth, pick the right Figma plan for a practical quota, and use write access deliberately.

09.09.2026

Setting up the Vercel MCP Server

Connect Vercel's official MCP server (beta) via add-mcp or manually to Claude Code, Cursor, and others — with OAuth sign-in and security notes.

09.09.2026

Setting up the Supabase MCP Server

Connect Supabase's official MCP server securely to Claude Code, Cursor, and others — scoped tight from the start with read_only and project_ref.

09.09.2026

Setting up the Azure MCP Server

Install the Azure MCP Server via the VS Code extension or a package manager, sign in, and scope permissions sensibly.

09.09.2026

Setting up the AWS MCP Server

Connect the AWS MCP Server via OAuth or SigV4 – requirements, IAM permissions, and choosing the right authentication path.

09.09.2026

Setting up Context7 in Claude Code

Connect Context7 via the npx CLI or manually as a remote MCP server – with or without an API key.

09.09.2026

Install oh-my-claudecode in Claude Code

Open-source plugin OMC extends Claude Code with specialized subagents, model routing and self-learning skills, MIT-licensed.

09.09.2026

Setting up Matt Pocock’s TDD skill

Install the individual TDD skill from mattpocock/skills, agree the test seams, and apply the red-green cycle in a project.

09.09.2026

Set up n8n MCP Server

czlonkowski's open-source MCP server gives AI assistants access to n8n node documentation covering around 2,791 workflow nodes.

09.09.2026

Set up Postman MCP Server

Postman MCP Server helps teams run recurring tasks in a more structured and safer way with Claude or MCP-capable assistants.

09.09.2026

Setting up Salesforce DX MCP Server

The Salesforce DX MCP Server connects AI clients to Salesforce orgs through official, configurable toolsets for development, testing, and administration.

09.09.2026

Set up Terraform MCP Server

The Terraform MCP Server connects AI assistants with Terraform Registry, HCP Terraform, and enterprise workflows for IaC tasks.

09.09.2026

Set up MongoDB MCP Server

MongoDB MCP Server helps teams run recurring tasks in a more structured and safer way with Claude or MCP-capable assistants.

09.09.2026

Install Claude-Mem in Claude Code

Install Claude-Mem safely from its marketplace, inspect its storage path, and test the first context recovery.

09.09.2026

Setting up GitHub MCP securely

Configure the remote or local GitHub MCP Server with OAuth, least privilege, and read-only mode.

03.09.2026