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AI tool plugins: Development tools

Our pass of counted 4 316 plugins in the category Development tools, in 4 579 listings. 25 appeared in the last 7 days and 0 left in the last 30. The leader by Stars (GitHub) is superpowers, with 298k.

The most popular

Ranked by Stars (GitHub), the figure this marketplace publishes. Figures of different marketplaces are never added up.

  1. superpowers

    Superpowers teaches Claude brainstorming, subagent driven development with built in code review, systematic debugging, and red/green TDD. Additionally, it teaches Claude how to…

    by obra · Plugin bundle · marketplaces: 2

    GitHub stars: 297 609
  2. mattpocock-skills

    Matt Pocock's agent skills for real engineering — grilling, spec/ticket flows, TDD, code review, domain modelling and more. Plug-and-play, not vibe coding.

    by mattpocock · Plugin bundle · marketplaces: 2

    GitHub stars: 285 737
  3. ponytail

    Lazy senior dev mode. Forces the simplest, shortest solution that actually works: YAGNI, stdlib first, no unrequested abstractions.

    by DietrichGebert · Plugin bundle · Claude

    GitHub stars: 161 091
  4. labelhead-artist-momentum io.github.IncorporatedPartners/labelhead-artist-momentum

    Trending hip-hop artist momentum scores across four cultural dimensions.

    by IncorporatedPartners · MCP server · Official MCP Registry

    GitHub stars: 100 293
  5. Compiler Explorer

    Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links

    by compiler-explorer · MCP server · Official MCP Registry

    GitHub stars: 19 123
  6. DeepEval

    Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.

    by confident-ai · Plugin bundle · marketplaces: 2

    GitHub stars: 18 741
  7. GitDiagram

    Architecture diagrams, explanations and Mermaid source for public GitHub repositories.

    by gitdiagram.com · MCP server · Official MCP Registry

    GitHub stars: 18 095
  8. huggingface-skills

    Build, train, evaluate, and use open source AI models, datasets, and spaces.

    by huggingface · Plugin bundle · marketplaces: 2

    GitHub stars: 11 157
  9. Windows-MCP io.github.CursorTouch/Windows-MCP

    An MCP Server for computer-use in Windows OS

    by CursorTouch · MCP server · Official MCP Registry

    GitHub stars: 8 668
  10. XcodeBuildMCP com.xcodebuildmcp/XcodeBuildMCP

    XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

    by xcodebuildmcp.com · MCP server · Official MCP Registry

    GitHub stars: 6 475
  11. atomic-agents

    Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and…

    by BrainBlend-AI · Plugin bundle · marketplaces: 3

    GitHub stars: 6 283
  12. NVIDIA Skills

    Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…

    by NVIDIA · Plugin bundle · marketplaces: 2

    GitHub stars: 3 560
  13. mcp-apps

    Skills for creating MCP Apps with the MCP Apps SDK

    by modelcontextprotocol · Plugin bundle · marketplaces: 2

    GitHub stars: 2 936
  14. jCodemunch MCP

    Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

    by jgravelle · MCP server · Official MCP Registry

    GitHub stars: 2 756
  15. Korean Law MCP

    Korean law: statutes, precedents, ordinances, treaties and citation verification (법제처 API).

    by chrisryugj · MCP server · Official MCP Registry

    GitHub stars: 2 667
  16. modern-web-guidance

    Keep your coding agent up to date with the latest web best practices

    by GoogleChrome · Plugin bundle · marketplaces: 3

    GitHub stars: 2 463
  17. safety-net

    Block destructive git and filesystem commands before execution

    by kenryu42 · Plugin bundle · Claude

    GitHub stars: 1 591
  18. nx-console io.github.nrwl/nx-console

    A Model Context Protocol server implementation for Nx

    by nrwl · MCP server · Official MCP Registry

    GitHub stars: 1 412
  19. rsdoctor io.github.yifancong/rsdoctor

    An MCP server that provides build analysis and optimization recommendations for Rspack projects.

    by yifancong · MCP server · Official MCP Registry

    GitHub stars: 1 143
  20. Salesforce Development

    Build Salesforce apps and agents using these core building blocks: metadata, Apex, deploy/retrieve, security, reporting, and generated installed-versus-available capability…

    by forcedotcom · Plugin bundle · Claude

    GitHub stars: 1 068

New in the last 30 days

  1. WakaTime MCP by usefulapi

    Read your WakaTime coding time: summaries, stats, projects, goals, commits and leaderboards.

    by usefulapi.io · MCP server · Official MCP Registry

  2. SpinupWP MCP by usefulapi

    Read SpinupWP servers, sites and events; purge caches, restart services, run git deploys.

    by usefulapi.io · MCP server · Official MCP Registry

  3. Stock Screener

    Daily stock screens, RS ratings, market breadth and group rankings for 12 markets. No API keys.

    by xang1234 · MCP server · Official MCP Registry

  4. FaviconDL

    Extract a website's favicon URL (any size 16-512) via the free FaviconDL API. No API key.

    by sweesama · MCP server · Official MCP Registry

  5. The App Stores Cooolest API

    Forget Fastlane, this is the app stores coolest API.

    by smbcloudXYZ · MCP server · Official MCP Registry

  6. meteor-mcp io.github.qso-graph/meteor-mcp

    Meteor scatter planning between two stations: showers, radiant geometry, live counts

    by qso-graph · MCP server · Official MCP Registry

  7. eme-mcp io.github.qso-graph/eme-mcp

    EME prediction for amateur radio: moon windows, path loss and degradation, computed locally

    by qso-graph · MCP server · Official MCP Registry

  8. dxe-mcp io.github.qso-graph/dxe-mcp

    DXpedition tracking MCP server: active and announced expeditions, QSL routes

    by qso-graph · MCP server · Official MCP Registry

  9. France Legi

    France LEGI — the official consolidated French codes (Code civil, Code

    by pipeworx-io · MCP server · Official MCP Registry

  10. shadowjoin io.github.harsh-chandak/shadowjoin

    Measure the matches your exact join is silently dropping, and get the rule that fixes each.

    by harsh-chandak · MCP server · Official MCP Registry

What these plugins usually run and ask for

Run on a remote server
31% Share of plugins with a remote endpoint: the AI tool talks to a server on the internet.
Run on your machine
62% Share of plugins the AI tool starts locally, as a package or a local command.
Median secrets asked for
0.0 Half of the plugins here ask for this many secret settings (API keys, tokens) or fewer, as their marketplaces declare them.
Bundles with hooks
21% Share of plugin bundles that run shell hooks on events of the AI tool.

Counted over the live plugins of this page. Shares and medians are stated only for groups of at least 20 plugins; they describe declarations, not a security review.

Where they are published

How many of these plugins each marketplace lists. One plugin can be on several of them, so the lines do not add up to the total.

Rows come from our latest passes over the marketplaces. A plugin listed on several marketplaces is one row, with the figure of the marketplace the list is ranked by. GitHub figures rank a plugin only when its repository holds no other plugin we track; the figure of a shared repository is shown as the whole repository's and does not rank.

All AI tool plugins · AI tool plugin statistics

Data comes from the public marketplace file https://github.com/github/awesome-copilot/blob/HEAD/.github/plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the public marketplace file https://github.com/github/copilot-plugins/blob/HEAD/.github/plugin/marketplace.json. Data comes from the public marketplace file https://github.com/cursor/plugins/blob/HEAD/.cursor-plugin/marketplace.json. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/openai/plugins/blob/HEAD/.agents/plugins/marketplace.json. . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built