Best AI GitHub Repos

# gopls-lsp Go language server for Claude Code, providing code intelligence, refactoring, and analysis. ## Supported Extensions `.go` ## Installation Install gopls using the Go toolchain: ```bash go install golang.org/x/tools/gopls@latest ``` Make sure `$GOPATH/bin` (or `$HOME/go/bin`) is in your PATH. ## More Information - [gopls Documentation](https://pkg.go.dev/golang.org/x/tools/gopls) - [GitHub Repository](https://github.com/golang/tools/tree/master/gopls)

# Hookify Plugin Easily create custom hooks to prevent unwanted behaviors by analyzing conversation patterns or from explicit instructions. ## Overview The hookify plugin makes it simple to create hooks without editing complex `hooks.json` files. Instead, you create lightweight markdown configuration files that define patterns to watch for and messages to show when those patterns match. **Key features:** - 🎯 Analyze conversations to find unwanted behaviors automatically - 📝 Simple markdown

# jdtls-lsp Java language server (Eclipse JDT.LS) for Claude Code, providing code intelligence and refactoring. ## Supported Extensions `.java` ## Installation ### Via Homebrew (macOS) ```bash brew install jdtls ``` ### Via package manager (Linux) ```bash # Arch Linux (AUR) yay -S jdtls # Other distros: manual installation required ``` ### Manual Installation 1. Download from [Eclipse JDT.LS releases](https://download.eclipse.org/jdtls/snapshots/) 2. Extract to a directory (e.g., `~/.loca

Kotlin language server for Claude Code, providing code intelligence, refactoring, and analysis. ## Supported Extensions `.kt` `.kts` ## Installation Install the Kotlin LSP CLI. ```bash brew install JetBrains/utils/kotlin-lsp ``` ## More Information - [kotlin LSP](https://github.com/Kotlin/kotlin-lsp)

# Learning Style Plugin This plugin combines the unshipped Learning output style with explanatory functionality as a SessionStart hook. **Note:** This plugin differs from the original unshipped Learning output style by also incorporating all functionality from the [explanatory-output-style plugin](https://github.com/anthropics/claude-code/tree/main/plugins/explanatory-output-style), providing both interactive learning and educational insights. WARNING: Do not install this plugin unless you ar

# lua-lsp Lua language server for Claude Code, providing code intelligence and diagnostics. ## Supported Extensions `.lua` ## Installation ### Via Homebrew (macOS) ```bash brew install lua-language-server ``` ### Via package manager (Linux) ```bash # Ubuntu/Debian (via snap) sudo snap install lua-language-server --classic # Arch Linux sudo pacman -S lua-language-server # Fedora sudo dnf install lua-language-server ``` ### Manual Installation Download pre-built binaries from the [releases

# math-olympiad Competition math solver with adversarial verification. ## The problem Self-verification gets fooled. A verifier that sees the reasoning is biased toward agreement. arXiv:2503.21934 ("Proof or Bluff") showed 85.7% self-verified IMO success drops to <5% under human grading. ## The approach - **Context-isolated verification**: verifier sees only the clean proof, never the reasoning trace - **Pattern-armed adversarial checks**: not "is this correct?" but "does this accidenta

# mcp-server-dev Skills for designing and building MCP servers that work seamlessly with Claude. ## What's inside Three skills that compose into a full build path: | Skill | Purpose | |---|---| | **`build-mcp-server`** | Entry point. Interrogates the use case, picks deployment model (remote HTTP / MCPB / local stdio), picks tool-design pattern, routes to a specialized skill. | | **`build-mcp-app`** | Adds interactive UI widgets (forms, pickers, confirm dialogs) rendered inline in chat. Works

# php-lsp PHP language server (Intelephense) for Claude Code, providing code intelligence and diagnostics. ## Supported Extensions `.php` ## Installation Install Intelephense globally via npm: ```bash npm install -g intelephense ``` Or with yarn: ```bash yarn global add intelephense ``` ## More Information - [Intelephense Website](https://intelephense.com/) - [Intelephense on npm](https://www.npmjs.com/package/intelephense)

# Playground Plugin Creates interactive HTML playgrounds — self-contained single-file explorers that let users configure something visually through controls, see a live preview, and copy out a prompt. ## What is a Playground? A playground is a self-contained HTML file with: - Interactive controls on one side - A live preview on the other - A prompt output at the bottom with a copy button The user adjusts controls, explores visually, then copies the generated prompt back into Claude. ## When

# Plugin Development Toolkit A comprehensive toolkit for developing Claude Code plugins with expert guidance on hooks, MCP integration, plugin structure, and marketplace publishing. ## Overview The plugin-dev toolkit provides seven specialized skills to help you build high-quality Claude Code plugins: 1. **hook-development** - Advanced hooks API and event-driven automation 2. **mcp-integration** - Model Context Protocol server integration 3. **plugin-structure** - Plugin organization and man

# PR Review Toolkit A comprehensive collection of specialized agents for thorough pull request review, covering code comments, test coverage, error handling, type design, code quality, and code simplification. ## Overview This plugin bundles 6 expert review agents that each focus on a specific aspect of code quality. Use them individually for targeted reviews or together for comprehensive PR analysis. ## Agents ### 1. comment-analyzer **Focus**: Code comment accuracy and maintainability **

# pyright-lsp Python language server (Pyright) for Claude Code, providing static type checking and code intelligence. ## Supported Extensions `.py`, `.pyi` ## Installation Install Pyright globally via npm: ```bash npm install -g pyright ``` Or with pip: ```bash pip install pyright ``` Or with pipx (recommended for CLI tools): ```bash pipx install pyright ``` ## More Information - [Pyright on npm](https://www.npmjs.com/package/pyright) - [Pyright on PyPI](https://pypi.org/project/pyrigh

# Ralph Loop Plugin Implementation of the Ralph Wiggum technique for iterative, self-referential AI development loops in Claude Code. ## What is Ralph Loop? Ralph Loop is a development methodology based on continuous AI agent loops. As Geoffrey Huntley describes it: **"Ralph is a Bash loop"** - a simple `while true` that repeatedly feeds an AI agent a prompt file, allowing it to iteratively improve its work until completion. This technique is inspired by the Ralph Wiggum coding technique (na

# ruby-lsp Ruby language server for Claude Code, providing code intelligence and analysis. ## Supported Extensions `.rb`, `.rake`, `.gemspec`, `.ru`, `.erb` ## Installation ### Via gem (recommended) ```bash gem install ruby-lsp ``` ### Via Bundler Add to your Gemfile: ```ruby gem 'ruby-lsp', group: :development ``` Then run: ```bash bundle install ``` ## Requirements - Ruby 3.0 or later ## More Information - [Ruby LSP Website](https://shopify.github.io/ruby-lsp/) - [GitHub Repository](ht

# rust-analyzer-lsp Rust language server for Claude Code, providing code intelligence and analysis. ## Supported Extensions `.rs` ## Installation ### Via rustup (recommended) ```bash rustup component add rust-analyzer ``` ### Via Homebrew (macOS) ```bash brew install rust-analyzer ``` ### Via package manager (Linux) ```bash # Ubuntu/Debian sudo apt install rust-analyzer # Arch Linux sudo pacman -S rust-analyzer ``` ### Manual download Download pre-built binaries from the [releases page](

# security-guidance Security review for Claude-generated code. Three layers: 1. **Pattern warnings** — instant regex-based reminders on `Edit`/`Write` for ~25 known-dangerous patterns (`yaml.load`, `torch.load(weights_only=False)`, `pickle.load` on untrusted data, raw `innerHTML`, hardcoded secrets, etc.). 2. **LLM diff review** — when Claude finishes a turn, the plugin sends the diff to a fast LLM call (Opus 4.7 by default) and feeds high-severity findings back to Claude so it can fix them be

# skill-creator Create new skills, improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, or benchmark skill performance with variance analysis.

# swift-lsp Swift language server (SourceKit-LSP) for Claude Code, providing code intelligence for Swift projects. ## Supported Extensions `.swift` ## Installation SourceKit-LSP is included with the Swift toolchain. ### macOS Install Xcode from the App Store, or install Swift via: ```bash brew install swift ``` ### Linux Download and install Swift from [swift.org](https://www.swift.org/download/). After installation, `sourcekit-lsp` should be available in your PATH. ## More Information -

# typescript-lsp TypeScript/JavaScript language server for Claude Code, providing code intelligence features like go-to-definition, find references, and error checking. ## Supported Extensions `.ts`, `.tsx`, `.js`, `.jsx`, `.mts`, `.cts`, `.mjs`, `.cjs` ## Installation Install the TypeScript language server globally via npm: ```bash npm install -g typescript-language-server typescript ``` Or with yarn: ```bash yarn global add typescript-language-server typescript ``` ## More Information

# Asana [Asana](https://asana.com) is a work management platform for tasks, projects, and goals. This plugin connects Claude Code to Asana's **V2 MCP server** so you can create and manage tasks, search projects, update assignments, and track progress directly from your terminal. > **Migrating from V1?** The V1 beta server (`https://mcp.asana.com/sse`) is deprecated and shuts down on **Wed 5 Aug 2026**. The V2 server requires each user to bring their own Asana OAuth app — Dynamic Client Registr

# Context7 [Context7](https://context7.com) solves a common problem with AI coding assistants: outdated training data and hallucinated APIs. Instead of relying on stale knowledge, Context7 fetches current documentation and code examples directly from source repositories. This plugin connects Claude Code to Context7's hosted remote MCP server (`https://mcp.context7.com/mcp`) — no local Node.js, npm, or npx required. ## Available Tools - **`resolve-library-id`** — searches for libraries and re

# Discord Connect a Discord bot to your Claude Code with an MCP server. When the bot receives a message, the MCP server forwards it to Claude and provides tools to reply, react, and edit messages. ## Prerequisites - [Bun](https://bun.sh). The MCP server runs on Bun. Install with `curl -fsSL https://bun.sh/install | bash`. ## Quick Setup > Default pairing flow for a single-user DM bot. See [ACCESS.md](./ACCESS.md) for groups and multi-user setups. **1. Create a Discord application and bot.

# fakechat Simple UI for testing the channel contract without an external service. Open a browser, type, messages go to your Claude Code session, replies come back. ## Setup These are Claude Code commands. Run `claude` to start a session first. Install the plugin: ``` /plugin install fakechat@claude-plugins-official ``` **Relaunch with the channel flag**. The server won't connect without this. Exit your session and start a new one: ```sh claude --channels plugin:fakechat@claude-plugins-