mcpbeat

Development Claude Skills

8 676 development skills from 759 authors. They write and change code. Half of them fit into 1 830 tokens or less — that is what one costs your context window when the agent loads it. 1 213 ship runnable scripts rather than instructions alone. 42 of them cannot work without an MCP server, most often rube. We also found 1 172 copies of these same skills sitting in other people's repositories — counted once here, not 1 172 times.

8 676 unique 759 authors 5 250 updated this month 1 369 from vendors

1 830
tokens, median
what a typical one costs in context
1 213
ship scripts
code that runs, not instructions alone
42
need a server
most often rube
1 172
copies elsewhere
counted once here, not once per repository

6 625–6 672 of 8 676

page 139 of 181
Magpie Setup Isolated Setup Install
by apache

| Guide an adopter through the first-time install of the framework's secure agent setup (bubblewrap + socat + claude-code, sandbox/permissions/clean-env layers). Walks every step interactively; never auto-runs sudo, shell-rc edits, or settings overwrites.

7k tokens
Magpie Setup Shared Config Sync
by apache

| Commit + push the user's shared Claude config to the `~/.claude-config` private dotfile-style sync repo. Inspects for uncommitted local edits and unpushed commits, drafts a commit message, and after explicit approval commits and pushes. Runs `git pull --rebase` first if the local checkout is behind, so a push never overwrites concurrent work from clones the default private remote if it exists, or creates a new private remote + scaffolds the minimal layout if it does not. Never force-pushes; never rewrites already-pushed history; never creates a public remote; never modifies files outside `~/.claude-config/` (except the confirmed fresh-host symlink wiring into `~/.claude/`).

4k tokens
Magpie Write Skill
by apache

| Author a new skill for the Apache Magpie framework, or update an existing one. Walks the user through the framework's skill shape (frontmatter, resources, placeholder convention, prompt-injection defences, Privacy-LLM gate-check) and validates via the framework's existing [`tools/skill-and-tool-validator`](../../tools/skill-and-tool-validator/). Scaffolds new skills via `init_skill.py`.

10k tokens scripts
Magpie Setup
by apache

| Adopt and maintain the apache-magpie framework in a project repo via the snapshot-based adoption mechanism. The only framework skill committed in an adopter's repo; every other skill is a symlink the adopt sub-action wires up. `/magpie-setup` - first-time adoption (default; main-checkout only) `/magpie-setup upgrade` - refresh the gitignored snapshot per the committed lock (main-checkout only) `/magpie-setup worktree-init` - symlink a worktree's snapshot to the main's `/magpie-setup verify` - health check + drift detection `/magpie-setup skill-sources` - fetch/pin/symlink skills from trusted external sources listed in the adopter trust list (main-checkout only) `/magpie-setup override <skill>` - open or scaffold an agentic override in `.apache-magpie-overrides/` `/magpie-setup unadopt` - reverse the adoption (snapshot, locks, symlinks, hook, doc sections); preserves `.apache-magpie-overrides/` by default (main-checkout only)

61k tokens
Agentation
by bamzc

Add Agentation visual feedback toolbar to any React project

773 tokens
Amis Builder
by bamzc

amis 低代码框架专家和知识库。**严格触发条件**:用户必须明确提到 'amis'、'低代码'、'百度 amis' 等关键词。**核心能力**:(1) 回答 amis 使用问题(组件用法、属性配置、表达式、事件等),(2) 生成 amis JSON schema(CRUD、表单、卡片、对话框等),(3) 生成 amis 静态 HTML 预览页面(仅当用户明确要求 amis + 预览/静态HTML 时),(4) 调试和优化 amis 配置。**严格禁止触发**:(1) 用户未提及 amis 或低代码,(2) 用户明确要求其他框架(React、Vue、Angular、Vite 等工程化项目),(3) 用户只说'生成表单'但没提 amis。**关键词**:amis、低代码、百度 amis、aisuda、amis schema、amis 组件、amis 预览。

10k tokens scripts zh
Mapbox Google Maps Migration
by mapbox
vendor

Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key differences

9k tokens
Mapbox Android Patterns
by mapbox
vendor

Official integration patterns for Mapbox Maps SDK on Android. Covers installation, adding markers, user location, custom data, styles, camera control, and featureset interactions. Based on official Mapbox documentation.

9k tokens
Mapbox Ios Patterns
by mapbox
vendor

Official integration patterns for Mapbox Maps SDK on iOS. Covers installation, adding markers, user location, custom data, styles, camera control, and featureset interactions. Based on official Mapbox documentation.

8k tokens
Mapbox Flutter Patterns
by mapbox
vendor

Official integration patterns for the Mapbox Maps Flutter SDK. Covers installation, iOS/Android platform setup, access token configuration, MapWidget initialization, camera control, annotations with tap handling, user location, and loading GeoJSON. Based on official Mapbox documentation.

6k tokens
Mapbox Maplibre Migration
by mapbox
vendor

Guide for migrating from MapLibre GL JS to Mapbox GL JS, covering API compatibility, token setup, style configuration, and the benefits of Mapbox's official support and ecosystem

8k tokens
Mapbox Web Integration Patterns
by mapbox
vendor

Official integration patterns for Mapbox GL JS across popular web frameworks (React, Vue, Svelte, Angular). Covers setup, lifecycle management, token handling, search integration, and common pitfalls. Based on Mapbox's create-web-app scaffolding tool.

11k tokens
Github Actions Docs
by xixu-me

Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, matrices, runners, reusable workflows, artifacts, caching, secrets, OIDC, deployments, custom actions, or Actions Runner Controller, especially when they need official GitHub documentation, exact links, or docs-grounded YAML guidance.

3k tokens
Readme I18n
by xixu-me

Use when the user wants to translate a repository README, make a repo multilingual, localize docs, add a language switcher, internationalize the README, or update localized README variants in a GitHub-style repository.

3k tokens
Running Claude Code Via Litellm Copilot
by xixu-me

Use when routing Claude Code through a local LiteLLM proxy to GitHub Copilot, reducing direct Anthropic spend, configuring ANTHROPIC_BASE_URL or ANTHROPIC_MODEL overrides, or troubleshooting Copilot proxy setup failures such as model-not-found, no localhost traffic, or GitHub 401/403 auth errors.

3k tokens
Xdrop
by xixu-me

Use this skill when the user wants to send or fetch files through an Xdrop server from the terminal, asks to automate encrypted Xdrop share-link workflows, provides an Xdrop `/t/:transferId#k=...` link to download and decrypt locally, or needs Xdrop CLI flags such as `--quiet`, `--json`, `--expires-in`, `--output`, or `--api-url`, even if they do not explicitly mention the skill name.

9k tokens scripts
Xget
by xixu-me

Use when tasks involve Xget URL rewriting, registry/package/container/API acceleration, integrating Xget into Git, download tools, package managers, container builds, AI SDKs, CI/CD, deployment, self-hosting, or adapting commands and config from the live README `Use Cases` section into files, environments, shells, or base URLs.

9k tokens scripts
Gemini Integration
by thepushkarp

Use Gemini CLI for long-context codebase exploration, architecture review, refactor impact analysis, documentation synthesis, or structured data analysis when the host should hand off a large cross-file problem instead of solving it file-by-file.

8k tokens scripts
Materials
by arjun988

Blender PBR and stylized material creation for metal, wood, concrete, fabric, glass, dirt, rust, and procedural shaders. Use for look development, material reuse, and production shading in Blender via MCP.

1k tokens
Ponytail Coding
by alfadur7

> Forces the laziest solution that actually works, simplest, shortest, most task needs to exist at all (YAGNI), reach for the standard library before custom code, native platform features before dependencies, one line before the user says "ponytail", "be lazy", "lazy mode", "simplest solution", "minimal solution", "yagni", "do less", or "shortest path", and whenever they complain about over-engineering, bloat, boilerplate, or unnecessary dependencies.

2k tokens
Dotnet Backend Patterns
by tranhieutt

Provides .NET and ASP.NET Core patterns for REST APIs, Entity Framework, dependency injection, and middleware. Use when working with C# files (*.cs, *.csproj) or when the user mentions .NET, ASP.NET Core, C#, or Entity Framework.

21k tokens
Springboot Migration
by a-pavithraa

Migrates Spring Boot applications to Boot 4 with Java 25, including related Spring Modulith 2 and Testcontainers 2 upgrade work. Use when the task is a concrete upgrade, dependency transition, starter rename, test-annotation migration, or phased migration plan. Do not use for greenfield project creation or for isolated repository design questions.

23k tokens scripts
Creating Springboot Projects
by a-pavithraa

Creates Java 25 and Spring Boot 4 project structures, scaffolds, and implementation starting points for new services, REST APIs, and modular backends. Use when the task is to initialize a Spring Boot project, choose an architecture, select Spring Boot 4 features, or apply the bundled templates and references in this skill. Do not use for migrating existing projects or for isolated JPA/repository work without broader project-creation context.

30k tokens
Vitaecontext Github
by vitaecontext

Optimize GitHub profile and repository discoverability, clarity, and trust signals using documented search, metadata, and repository-structure guidance. Use when the user asks about profile README content, pinned repos, repository README structure, topics, descriptions, social preview, code search visibility, or GitHub-facing portfolio positioning.

17k tokens scripts
Vitaecontext Vitaegraph
by vitaecontext

Build, deepen, validate, index, and maintain a private hierarchical career knowledge graph from supplied career materials. Use when the user asks to create or update a VitaeGraph, model education with nested courses or thesis work, enrich projects from Git repositories, or supply deep selected career context to another VitaeContext skill.

7k tokens
Agent Mail
by Dicklesworthstone

MCP Agent Mail - Mail-like coordination layer for multi-agent workflows. Identities, inbox/outbox, file reservations, contact policies, threaded messaging, pre-commit guard, Human Overseer, static exports, disaster recovery. Git+SQLite backed. Python/FastMCP.

3k tokens
Ntm
by Dicklesworthstone

Named Tmux Manager - Multi-agent orchestration for Claude Code, Codex, and Gemini in tiled tmux panes. Visual dashboards, command palette, context rotation, robot mode API, work assignment, safety system. Go CLI.

4k tokens
Github Pr Creation
by fvadicamo

Creates GitHub Pull Requests with automated validation and task tracking. Use when user wants to create PR, open pull request, submit for review, or check if ready for PR. Analyzes commits, validates task completion, generates Conventional Commits title and description, suggests labels. NOTE - for merging existing PRs, use github-pr-merge instead.

2k tokens
Git Commit
by fvadicamo

Creates git commits following Conventional Commits format with type/scope/subject. Use when user wants to commit changes, create commit, save work, or stage and commit. Enforces project-specific conventions from CLAUDE.md.

2k tokens
Aminet Installer
by Tibsfox

Aminet package installation: LhA/LZX extraction, Amiga filesystem mapping, dependency detection, install tracking, and scan gate enforcement. Use when installing, extracting, or uninstalling Amiga packages.

1k tokens
API Design
by Tibsfox

REST API design best practices. Use when designing APIs, choosing status codes, or creating endpoints.

411 tokens
Cartridge Forge
by Tibsfox

Use when the user asks to forge, scaffold, or author a new cartridge — content cartridge, department cartridge, or chipset bundle. Drives the cartridge-forge loop (scaffold → fill → gate checks → commit) via the skill-creator cartridge CLI.

2k tokens
Semantic Merge Adjudicator
by Tibsfox

> Use when parallel agents in a convoy or across git worktrees hit a write conflict on shared state — a git tree, a config, or a shared document — and you must decide whether the conflict is semantically real. Classifies each conflicting hunk as independent (keep both), redundant (pick one), or a genuine clash (escalate), instead of blind locks, abort-and-retry, or wraps an LLM judgment, defaults to escalate on any uncertainty, and unconditionally escalates any hunk touching .planning/, config, credentials, or safety-critical paths. Backed by CoAgent (arxiv 2606.15376v1). Triggers on write conflicts between parallel agents on shared repo state.

2k tokens
Skill Forge
by Tibsfox

Use when the user asks to forge, scaffold, author, or ship a new skill or agent — the skill-creator's own namesake artifacts. Drives the skill-forge loop (create → fill → validate → critique → ship → publish) via the skill-creator CLI.

1k tokens
Team Control
by Tibsfox

Unit Circle Laboratory + sc-dev-team autonomous mission control. Provides human-in-the-loop automation layer, pipeline management, context lifecycle, stuck-state prevention. UC re-execution series and dev branch milestones. Adapted from uc-lab pattern for code plan/execute/verify/complete. Auto-activates during UC milestone work; trigger: user says 'bring up the dev team'.

2k tokens
Typescript Patterns
by Tibsfox

TypeScript best practices and patterns. Use when writing TypeScript, fixing type errors, or working with generics.

363 tokens
Git Workflow
by Tibsfox

Deterministic git operations with state verification for skill-creator managed repos. Use when managing repos, branches, worktrees, or contribution workflows.

7k tokens scripts
Mfe Synthesis
by Tibsfox

Meta-mathematical connections, cross-domain synthesis, and the Complex Plane as a navigational tool. Classifies problems by quadrant (Abstract/Embodied x Logic/Creativity), routes them to relevant domains, and traces dependency chains. Use when classifying mathematical problems across domains, navigating the Complex Plane of Experience, finding cross-domain connections, or building multi-domain solution strategies.

2k tokens
Openstack Networking Debug
by Tibsfox

OpenStack networking debug operations skill for SDN troubleshooting, packet tracing, and flow analysis. Covers OVS/OVN debugging (ovs-vsctl, ovs-ofctl, ovs-appctl, ovn-nbctl, ovn-sbctl, ovn-trace), security group analysis via OVS flow rules and conntrack, DHCP troubleshooting through namespace inspection and dnsmasq diagnostics, floating IP diagnosis with NAT rule and ARP verification, network namespace inspection (ip netns), MTU chain analysis for overlay networks, DNS resolution debugging, and east-west traffic diagnosis. Use when diagnosing network connectivity failures, tracing packets through the SDN stack, or analyzing flow tables in a running OpenStack cloud.

5k tokens
Simulation Bridge
by Tibsfox

Generates simulation inputs across fidelity levels — OpenFOAM CFD cases, ngspice netlists, interactive React artifacts, and FreeCAD FEM setups — from verified engineering calculations.

21k tokens
Clean VM
by Eldergenix

Safely clean the local loop VM by reporting and removing stale loop runs, inactive Next.js or Storybook servers, optional browser windows, and unused loop-created worktrees without disturbing active tmux-backed sessions.

6k tokens scripts
Plan Compass
by softcane

>- Stress-tests a plan through dependency-aware, easy-to-answer decision prompts. Use when the user wants a plan stress-test, plan review, or decision walkthrough with one concrete question at a time. During decision questions, `Recommendation/default`, `Why this matters`, and `Choices`.

960 tokens
Agent Rules
by netresearch

Use when creating or updating AGENTS.md files, .github/copilot-instructions.md, or other AI agent rule files, onboarding AI agents to a project, standardizing agent documentation, or when anyone mentions AGENTS.md, agent rules, project onboarding, or codebase documentation for AI agents.

181k tokens scripts
Cometchat Native Core
by cometchat

Shared rules for CometChat React Native UI Kit v5. Always loaded alongside framework (expo/bare) and placement skills. Read this first.

4k tokens
Cometchat Native Placement
by cometchat

Where to put chat in a React Native app — Stack screen, BottomTab, Modal, BottomSheet, Embedded. Maps each to CometChat component composition with ASCII layout references.

6k tokens
Cometchat Native Customization
by cometchat

Customize the CometChat React Native UI Kit without forking — four-tier model: props → request builders → text formatters + message templates → DataSource decorators + event bus.

5k tokens
Cometchat Native Features
by cometchat

Feature catalog for React Native — calls (separate SDK + WebRTC), extensions (polls / stickers / translation / link preview / collaborative doc / whiteboard / smart replies), AI agent, in-call chat. When to toggle, install, or swap.

5k tokens
Cometchat Native Bare Patterns
by cometchat

Integration patterns for bare React Native CLI projects — pod install, Info.plist + AndroidManifest permissions, Apple privacy manifest, native module linking, Metro config.

5k tokens