PluginBench

AI Skills

Installable SKILL.md packages that extend AI coding agents with reliable workflows and domain-specific judgment — ranked by installs, sourced from skills.sh.

8,843 skills
JAjava-mcp-server-generator logo

java-mcp-server-generator

Official
github/awesome-copilot

Scaffold a full Java MCP server project with the official SDK, Maven/Gradle, and optional Spring Boot.

8.6k installs
CLclean-code logo

clean-code

sickn33/antigravity-awesome-skills

Apply Uncle Bob's Clean Code principles to write, review, and refactor more readable, maintainable code.

8.6k installsAudited
DAdataverse-python-quickstart logo

dataverse-python-quickstart

Official
github/awesome-copilot

Generate ready-to-use Python snippets for Microsoft Dataverse SDK setup, CRUD, bulk ops, and paging.

8.6k installs
COcopilot-usage-metrics logo

copilot-usage-metrics

Official
github/awesome-copilot

Pull GitHub Copilot adoption and usage stats for your org or enterprise straight from the CLI.

8.6k installs
SEself-improvement logo

self-improvement

pskoett/self-improving-agent

Logs errors, corrections, and feature requests to markdown so coding agents learn from past mistakes.

8.6k installs
MI

mintlify

mintlify/docs

Guidance for writing and organizing Mintlify documentation sites correctly the first time.

8.6k installsAudited
EMemblem-token-swap logo

emblem-token-swap

emblemcompany/agent-skills

Swap and bridge crypto tokens across 6 blockchains with quote-then-confirm safety via EmblemAI.

8.6k installs
DBdbs-agent-migration logo

dbs-agent-migration

dontbesilent2025/dbskill

把混乱的 Claude Code / Codex / Grok 配置审计、整理成三端一致、可维护的 Agent 工作台。

8.6k installsAudited
MCmcp-create-adaptive-cards logo

mcp-create-adaptive-cards

Official
github/awesome-copilot

Add Adaptive Card response templates to MCP API plugins for rich visual output in Microsoft 365 Copilot.

8.6k installs
TRtransloadit-media-processing logo

transloadit-media-processing

Official
github/awesome-copilot

Encode, transform, and pipeline video, audio, image, and document files via Transloadit's cloud robots.

8.6k installs
FLflutter-handling-concurrency logo

flutter-handling-concurrency

Official
flutter/skills

Guides choosing async/await vs. Dart isolates to keep Flutter UIs responsive during heavy work.

8.6k installsAudited
APapify-actor-development logo

apify-actor-development

Official
apify/agent-skills

Develop, debug, and deploy Apify Actors—serverless cloud programs for web scraping, automation, and data processing.

8.6k installs
FEfedora-linux-triage logo

fedora-linux-triage

Official
github/awesome-copilot

Diagnose and fix Fedora Linux issues with dnf, systemd, and SELinux guidance.

8.6k installs
MCmcp-create-declarative-agent logo

mcp-create-declarative-agent

Official
github/awesome-copilot

Create declarative agents for Microsoft 365 Copilot by integrating MCP servers with authentication and tool selection.

8.6k installs
CRcreate-spring-boot-kotlin-project logo

create-spring-boot-kotlin-project

Official
github/awesome-copilot

Generate a Spring Boot 3.4.5 Kotlin project skeleton with PostgreSQL, Redis, MongoDB, and Docker Compose.

8.6k installs
POpower-apps-code-app-scaffold logo

power-apps-code-app-scaffold

Official
github/awesome-copilot

Scaffold a complete Power Apps Code App project with PAC CLI, SDK, and connector setup.

8.6k installs
TYtypespec-create-api-plugin logo

typespec-create-api-plugin

Official
github/awesome-copilot

Generate TypeSpec API plugins for Microsoft 365 Copilot with REST operations, auth, and Adaptive Cards

8.5k installs
DAdataverse-python-usecase-builder logo

dataverse-python-usecase-builder

Official
github/awesome-copilot

Generate production-ready Dataverse SDK solutions with architecture guidance for any business use case.

8.5k installs
PPppt-visual logo

ppt-visual

claude-office-skills/skills

Design visually impactful presentation slides with layout concepts, visual recommendations, and design specifications.

8.5k installsAudited
SPsponsor-finder logo

sponsor-finder

Official
github/awesome-copilot

Find sponsorable dependencies in your GitHub repository and discover funding opportunities for maintainers.

8.5k installs
JAjava-add-graalvm-native-image-support logo

java-add-graalvm-native-image-support

Official
github/awesome-copilot

Add GraalVM Native Image support to Java applications with automated configuration and iterative error resolution.

8.5k installs
KOkotlin-mcp-server-generator logo

kotlin-mcp-server-generator

Official
github/awesome-copilot

Generate production-ready Kotlin MCP servers with Gradle, official SDK, and typed tools.

8.5k installs
FLflutter-localizing-apps logo

flutter-localizing-apps

Official
flutter/skills

Configure Flutter apps for multiple languages and regions with ARB-based localization.

8.5k installsAudited
MCmcp-copilot-studio-server-generator logo

mcp-copilot-studio-server-generator

Official
github/awesome-copilot

Generate MCP servers optimized for Copilot Studio with proper schema constraints and streamable HTTP support.

8.5k installs
DEdeclarative-agents logo

declarative-agents

Official
github/awesome-copilot

Complete development kit for Microsoft 365 Copilot declarative agents with TypeSpec and Agents Toolkit integration

8.5k installs
COcosmosdb-datamodeling logo

cosmosdb-datamodeling

Official
github/awesome-copilot

Step-by-step guide to design Azure Cosmos DB NoSQL data models from application requirements using best practices and patterns.

8.5k installs
SHshuffle-json-data logo

shuffle-json-data

Official
github/awesome-copilot

Safely shuffle JSON objects by validating schema consistency before randomizing entries.

8.5k installs
TYtypespec-create-agent logo

typespec-create-agent

Official
github/awesome-copilot

Generate complete TypeSpec declarative agents for Microsoft 365 Copilot with instructions, capabilities, and conversation starters.

8.5k installs
FLflutter-working-with-databases logo

flutter-working-with-databases

Official
flutter/skills

Manage local data persistence with SQLite and implement offline-first synchronization in Flutter apps.

8.5k installsAudited
FR

frontend-code-review

langgenius/dify

Review Dify frontend code for correctness, accessibility, component design, and performance.

8.5k installs