首页 / 其他类 Claude Code 技能与 MCP 服务器

其他类 Claude Code 技能与 MCP 服务器

其他类 Claude Code 技能与 MCP 服务器,共 147 个,按 GitHub 星标排序,附安装命令与中文说明。

superpowers

Plugin★ 303.2k · obra/superpowers

Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques

brainstorming

Skill★ 303.2k · obra/superpowers

You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).

diagnosing-superpowers

Skill★ 303.2k · obra/superpowers

Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.

dispatching-parallel-agents

Skill★ 303.2k · obra/superpowers

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

executing-plans

Skill★ 303.2k · obra/superpowers

Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available

finishing-a-development-branch

Skill★ 303.2k · obra/superpowers

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work

receiving-code-review

Skill★ 303.2k · obra/superpowers

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

requesting-code-review

Skill★ 303.2k · obra/superpowers

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

subagent-driven-development

Skill★ 303.2k · obra/superpowers

Use when executing implementation plans with independent tasks in the current session

using-superpowers

Skill★ 303.2k · obra/superpowers

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

verification-before-completion

Skill★ 303.2k · obra/superpowers

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

claude-api

Plugin★ 182.8k · anthropics/skills

Claude API and SDK documentation skill for building LLM-powered applications

academy-guide

Plugin★ 182.8k · anthropics/skills

Recommends relevant Claude Academy courses, tutorials, and use cases when users ask how to use Claude

discernment-nudge

Plugin★ 182.8k · anthropics/skills

Appends two or three short follow-up questions after a substantive answer to help users check key facts, probe the reasoning, and notice missing context

algorithmic-art

Skill★ 182.8k · anthropics/skills

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

claude-api

Skill★ 182.8k · anthropics/skills

- Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.a

internal-comms

Skill★ 182.8k · anthropics/skills

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

mcp-builder

Skill★ 182.8k · anthropics/skills

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

template-skill

Skill★ 182.8k · anthropics/skills

Replace with description of the skill and when Claude should use it.

agent-sdk-dev

Plugin★ 152.8k · anthropics/claude-code

Development kit for working with the Claude Agent SDK

claude-opus-4-5-migration

Plugin★ 152.8k · anthropics/claude-code

Migrate your code and prompts from Sonnet 4.x and Opus 4.1 to Opus 4.5.

code-review

Plugin★ 152.8k · anthropics/claude-code

Automated code review for pull requests using multiple specialized agents with confidence-based scoring to filter false positives

explanatory-output-style

Plugin★ 152.8k · anthropics/claude-code

Adds educational insights about implementation choices and codebase patterns (mimics the deprecated Explanatory output style)

hookify

Plugin★ 152.8k · anthropics/claude-code

Easily create custom hooks to prevent unwanted behaviors by analyzing conversation patterns or from explicit instructions. Define rules via simple markdown files.

learning-output-style

Plugin★ 152.8k · anthropics/claude-code

Interactive learning mode that requests meaningful code contributions at decision points (mimics the unshipped Learning output style)

plugin-dev

Plugin★ 152.8k · anthropics/claude-code

Comprehensive toolkit for developing Claude Code plugins. Includes 7 expert skills covering hooks, MCP integration, commands, agents, and best practices. AI-assisted plugin creation and validation.

ralph-wiggum

Plugin★ 152.8k · anthropics/claude-code

Interactive self-referential AI loops for iterative development. Claude works on the same task repeatedly, seeing its previous work, until completion.

claude-opus-4-5-migration

Skill★ 152.8k · anthropics/claude-code

Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.

Agent Development

Skill★ 152.8k · anthropics/claude-code

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

Command Development

Skill★ 152.8k · anthropics/claude-code

This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in com

Hook Development

Skill★ 152.8k · anthropics/claude-code

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides

MCP Integration

Skill★ 152.8k · anthropics/claude-code

This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for

Plugin Settings

Skill★ 152.8k · anthropics/claude-code

This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML frontmatter", "per-project plugin settings", or wants to make plugin behavior configurable. Documents the .claude/plugin-name.local.md pattern for storing plugin-specific configuration with YAML frontmatter and markdown

Plugin Structure

Skill★ 152.8k · anthropics/claude-code

This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code pl

Skill Development

Skill★ 152.8k · anthropics/claude-code

This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.

add-product-e2e-eval

Skill★ 105.8k · paperclipai/paperclip

Add or extend a Paperclip full-stack runner E2E workflow, fixture, matcher, or report evidence path for local or Daytona execution.

add-runner-eval

Skill★ 105.8k · paperclipai/paperclip

Add or extend a Paperclip Runner protocol evaluation definition, roster, assertion, or report fixture with provenance and narrow validation.

company-creator

Skill★ 105.8k · paperclipai/paperclip

Create agent company packages that conform to agentcompanies/v1. Use when asked to create a company, scaffold an agent team, hire agents, or turn a repo/skills collection into a company package.

create-case

Skill★ 105.8k · paperclipai/paperclip

Create and kick off a Paperclip case from a user request, with workflow instructions and an initial agent.

create-runner-adapter

Skill★ 105.8k · paperclipai/paperclip

Add a new harness/provider integration to native Paperclip Runner, from requirements and protocol research through implementation, packaging, and real end-to-end acceptance. Use for new Runner adapters; legacy direct adapter authoring and migration are outside this skill.

garden-inbox

Skill★ 105.8k · paperclipai/paperclip

Scan a Paperclip user's Mine inbox, classify reversible archive candidates, request checkbox confirmation, and archive only accepted selections. Use when asked to garden, clean up, prune, or tidy a Paperclip inbox without changing issues, branches, or workspaces.

maintain-verification-skill

Skill★ 105.8k · paperclipai/paperclip

Keep a project's verification skill and product/agent access maps aligned with current source and real evidence. Use for /maintain-verification-skill, auditing the verify skill, or reconciling feature and agent access coverage.

paperclip-evals

Skill★ 105.8k · paperclipai/paperclip

Choose, inspect, validate, and report Paperclip Runner or Product E2E evaluations while preserving evidence, provenance, cost, and failure classification.

claude-mem

Plugin★ 102.2k · thedotmack/claude-mem

Persistent memory system for Claude Code - context compression across sessions

claude-mem-install

Skill★ 102.2k · thedotmack/claude-mem

- Use this when setting up claude-mem on Cursor: local or remote worker, local host-login observer or remote cmem.ai inference.

host-observer

Skill★ 102.2k · thedotmack/claude-mem

- Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.

claude-mem-install

Skill★ 102.2k · thedotmack/claude-mem

- Use this when setting up claude-mem on Grok Bot: local worker plus CMEM Pro observer (default), optional host-login observer, or remote cmem.ai. No Cursor required.

build-and-release

Skill★ 102.2k · thedotmack/claude-mem

Fully automate building and releasing a coding task.

build

Skill★ 102.2k · thedotmack/claude-mem

Fully automate a coding task with make-plan, do, and babysit.

do

Skill★ 102.2k · thedotmack/claude-mem

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

handoff

Skill★ 102.2k · thedotmack/claude-mem

Generate a HANDOFF.md that captures goal, current state, files touched, failed attempts, and next steps — so a fresh Claude session can continue exactly where this one left off. Use when sessions are getting long, Claude keeps retrying the same broken solution, or the user wants to step away and resume later.

World Monitor

MCP★ 89.1k · koala73/worldmonitor

Real-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 95 tools.

understand-chat

Skill★ 87.5k · Egonex-AI/Understand-Anything

Use when you need to ask questions about a codebase or understand code using a knowledge graph

understand-domain

Skill★ 87.5k · Egonex-AI/Understand-Anything

Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.

understand-explain

Skill★ 87.5k · Egonex-AI/Understand-Anything

Use when you need a deep-dive explanation of a specific file, function, or module in the codebase

understand-knowledge

Skill★ 87.5k · Egonex-AI/Understand-Anything

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.

understand-onboard

Skill★ 87.5k · Egonex-AI/Understand-Anything

Use when you need to generate an onboarding guide for new team members joining a project

understand

Skill★ 87.5k · Egonex-AI/Understand-Anything

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

archify-review

Skill★ 87.2k · tt-a1i/archify

Review Archify issues, PRs, or code through value, cost, and impact to support evidence-based maintenance decisions. Use for issue triage, change reviews, and code quality assessments.

archify-tuning

Skill★ 87.2k · tt-a1i/archify

Improve Archify diagram accuracy, visual quality and complete authoring speed with fewer repairs. Use for generation experiments or evaluating changes to layout, routing, diagnostics, authoring instructions and acceptance rules against actual diagrams and agent traces.

competitive-ads-extractor

Skill★ 77.6k · ComposioHQ/awesome-claude-skills

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

alphagenome

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Looks up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus raw and quantile scores for RNA-seq, DNase, ATAC, ChIP-TF, ChIP-histone, CAGE, PRO-cap, splicing, polyadenylation and contact-map tracks), scores variants or scans windows on demand with the AlphaGenome model for human and mouse (variant scoring, in s

autoskill

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Analyzes user-requested Screenpipe history windows to detect repeated research workflows, match existing scientific skills, and stage new skill drafts or composition recipes for review. Requires a reachable Screenpipe HTTP API, normally on localhost:3030. Detection and embedding inference run locally; the selected LLM receives redacted app/title cluster summaries and matched skill descriptions. Us

biopython

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Provides Biopython workflows for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Supports batch processing, custom molecular-biology pipelines, BLAST automation, structure analysis, and motif analysis.

cantera

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use for combustion kinetics, closed adiabatic ideal-gas constant-volume or constant-pressure ignition, temperature histories, or mechanism-specific ignition-delay comparisons.

cellprofiler

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Runs reproducible CellProfiler microscopy pipelines for nuclear segmentation, cell counts, and per-object fluorescence measurements. Supports image/channel manifests, headless batch execution, segmentation overlays, and measurement QC for 2D fluorescence assays.

clinical-decision-support

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Supports aggregate or synthetic research documentation and traceability, excluding patient care and live clinical operation.

clinical-reports

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Creates safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and verified source-fact manifests; every output requires qualified review.

cobrapy

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Performs constraint-based metabolic modeling with COBRApy, including FBA, pFBA, FVA, gene knockouts, flux sampling, growth media, production envelopes, gap filling, and SBML model validation for systems biology and metabolic engineering.

consciousness-council

Skill★ 53.6k · K-Dense-AI/claude-scientific-skills

Structures a multi-perspective council exercise for decisions, research trade-offs, and creative challenges. Simulates thinking archetypes, separates evidence from assumptions and values, and synthesizes a conditional recommendation. Use when the user requests a council, panel, devil's advocate analysis, "mind council", or deliberate comparison of perspectives on a difficult choice.

mcp-server

MCP★ 43.8k · HeyPuter/puter

Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more

agent-sdk-dev

Plugin★ 43.7k · anthropics/claude-plugins-official

Development kit for working with the Claude Agent SDK

airwallex-agentos

Plugin★ 43.7k · anthropics/claude-plugins-official

Bring Airwallex's global financial infrastructure to Claude. Orchestrate actions across your account in plain language, e.g., set up invoices from a PO, onboard suppliers from invoices, and check current cash position across currencies. AgentOS bundles pre-built finance Skills with MCP servers. A public CLI connects your agent to Airwallex's capabilities.

airwallex-dev

Plugin★ 43.7k · anthropics/claude-plugins-official

Build Airwallex payment integrations in your own codebase. Generates the checkout, card-element, onboarding, and subscription-billing code for an Airwallex integration and wires it into your project: Hosted Payment Page, Drop-in and Split Card elements, connected-account KYC onboarding, and Billing Hosted Checkout for subscriptions and card-saving. Also plans card-on-file merchant-initiated flows

amd-skills

Plugin★ 43.7k · anthropics/claude-plugins-official

AMD's verified Agent Skills in one plugin: route image/audio through local AI on Ryzen AI, serve LLMs on AMD Instinct GPUs with vLLM, optimize inference throughput with Hyperloom, and analyze GPU kernel and PyTorch trace performance.

amplitude

Plugin★ 43.7k · anthropics/claude-plugins-official

Use Amplitude as an expert analyst — instrument Amplitude, discover product opportunities, analyze charts, create dashboards, manage experiments, and understand users and accounts.

appwrite

Plugin★ 43.7k · anthropics/claude-plugins-official

Appwrite tools for Claude Code, including SDK skills, Appwrite MCP servers, and deployment commands.

access

Skill★ 43.7k · anthropics/claude-plugins-official

Manage Discord channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed, or change policy for the Discord channel.

configure

Skill★ 43.7k · anthropics/claude-plugins-official

Set up the Discord channel — save the bot token and review access policy. Use when the user pastes a Discord bot token, asks to configure Discord, asks "how do I set this up" or "who can reach me," or wants to check channel status.

access

Skill★ 43.7k · anthropics/claude-plugins-official

Manage iMessage channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed, or change policy for the iMessage channel.

configure

Skill★ 43.7k · anthropics/claude-plugins-official

Check iMessage channel setup and review access policy. Use when the user asks to configure iMessage, asks "how do I set this up" or "who can reach me," or wants to know why texts aren't reaching the assistant.

access

Skill★ 43.7k · anthropics/claude-plugins-official

Manage Telegram channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed, or change policy for the Telegram channel.

configure

Skill★ 43.7k · anthropics/claude-plugins-official

Set up the Telegram channel — save the bot token and review access policy. Use when the user pastes a Telegram bot token, asks to configure Telegram, asks "how do I set this up" or "who can reach me," or wants to check channel status.

claude-automation-recommender

Skill★ 43.7k · anthropics/claude-plugins-official

Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.

claude-md-improver

Skill★ 43.7k · anthropics/claude-plugins-official

Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates, outputs quality report, then makes targeted updates. Also use when the user mentions "CLAUDE.md maintenance" or "project memory optimization".

cardputer-buddy

Skill★ 43.7k · anthropics/claude-plugins-official

Iterate on the Cardputer-Adv MicroPython app bundle (Claude Buddy, Snake, Hello) after the device is already provisioned via m5-onboard. Use when the user wants to add a new app, push a single changed .py without re-flashing, watch device serial logs, or run a one-shot REPL command. Trigger on "add an app", "push to the cardputer", "tail the device", "run on the device", or follow-up work after /m

m5-onboard

Skill★ 43.7k · anthropics/claude-plugins-official

End-to-end onboarding for a freshly-plugged-in M5Stack ESP32 device (Cardputer, Cardputer-Adv, Core, CoreS3, Stick) — detect on USB, flash UIFlow 2.0 firmware, and install the Claude Buddy MicroPython app bundle. Use whenever the user plugs in or wants to flash/provision/reset an M5Stack or ESP32 board, or says "m5-onboard go".

example-command

Skill★ 43.7k · anthropics/claude-plugins-official

An example user-invoked skill that demonstrates frontmatter options and the skills/<name>/SKILL.md layout

example-skill

Skill★ 43.7k · anthropics/claude-plugins-official

This skill should be used when the user asks to "demonstrate skills", "show skill format", "create a skill template", or discusses skill development patterns. Provides a reference template for creating Claude Code plugin skills.

siege

Skill★ 43.7k · anthropics/claude-plugins-official

Work on one hard mathematics problem in rounds: each round a judge writes a few self-contained questions, independent workers answer them, and the judge keeps a ledger of what is proved, refuted and open, until the judge concludes or the rounds run out, and then a proof.md says plainly what is and is not proved. A run takes hours and dozens of worker runs. Usage: /math-proof:siege [NAME=value sett

solo

Skill★ 43.7k · anthropics/claude-plugins-official

Work on one hard mathematics problem in this session yourself, with no sub-agents: reason in stages, record each settled step in a notes file so that nothing written is lost if a response is cut off, and end with a self-contained proof.md. Usage: /math-proof:solo <the problem, stated in full, or the path of a file holding it>.

build-mcpb

Skill★ 43.7k · anthropics/claude-plugins-official

This skill should be used when the user wants to "package an MCP server", "bundle an MCP", "make an MCPB", "ship a local MCP server", "distribute a local MCP", discusses ".mcpb files", mentions bundling a Node or Python runtime with their MCP server, or needs an MCP server that interacts with the local filesystem, desktop apps, or OS and must be installable without the user having Node/Python set

playground

Skill★ 43.7k · anthropics/claude-plugins-official

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. Use when the user asks to make a playground, explorer, or interactive tool for a topic.

agent-development

Skill★ 43.7k · anthropics/claude-plugins-official

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

command-development

Skill★ 43.7k · anthropics/claude-plugins-official

This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in com

hook-development

Skill★ 43.7k · anthropics/claude-plugins-official

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides

debugging-toolkit

Plugin★ 41.5k · wshobson/agents

Interactive debugging, developer experience optimization, and smart debugging workflows

code-refactoring

Plugin★ 41.5k · wshobson/agents

Code cleanup, refactoring automation, and technical debt management with context restoration

error-debugging

Plugin★ 41.5k · wshobson/agents

Error analysis, trace debugging, and multi-agent problem diagnosis

team-collaboration

Plugin★ 41.5k · wshobson/agents

Team workflows, issue management, standup automation, and developer experience optimization

incident-response

Plugin★ 41.5k · wshobson/agents

Production incident management, triage workflows, and automated incident resolution

error-diagnostics

Plugin★ 41.5k · wshobson/agents

Error tracing, root cause analysis, and smart debugging for production systems

distributed-debugging

Plugin★ 41.5k · wshobson/agents

Distributed system tracing and debugging across microservices

observability-monitoring

Plugin★ 41.5k · wshobson/agents

Metrics collection, logging infrastructure, distributed tracing, SLO implementation, and monitoring dashboards

deployment-strategies

Plugin★ 41.5k · wshobson/agents

Deployment patterns, rollback automation, and infrastructure templates

multi-reviewer-patterns

Skill★ 41.5k · wshobson/agents

Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.

parallel-feature-development

Skill★ 41.5k · wshobson/agents

Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared

team-communication-protocols

Skill★ 41.5k · wshobson/agents

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestr

fastapi-templates

Skill★ 41.5k · wshobson/agents

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

cqrs-implementation

Skill★ 41.5k · wshobson/agents

Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.

projection-patterns

Skill★ 41.5k · wshobson/agents

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

saga-orchestration

Skill★ 41.5k · wshobson/agents

Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services, building event-driven saga coordinators for travel booking systems that must roll back hotel, flight

before-you-build

Skill★ 41.5k · wshobson/agents

Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a landing page, MVP, SaaS product, internal tool, agent workflow, or major feature and needs to check demand, positioning, monetization, retention, trust, distribution, and adoption risk before implementation starts.

defi-protocol-templates

Skill★ 41.5k · wshobson/agents

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applications or smart contract protocols.

nft-standards

Skill★ 41.5k · wshobson/agents

Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.

agent-management

Skill★ 32.8k · davila7/claude-code-templates

Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent", "hibernate agent", "wake agent", "install plugin", "show agent", "restart agent", or any agent lifecycle management task.

agent-messaging

Skill★ 32.8k · davila7/claude-code-templates

Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to "send a message to an agent", "check agent inbox", "message another agent", "reply to a message", "notify an agent", or any inter-agent communication task.

planning

Skill★ 32.8k · davila7/claude-code-templates

Create and manage persistent markdown planning files for structured task execution. Use when the user asks to "create a plan", "track progress", "start a research project", or when a task requires more than 5 tool calls and needs structured phase tracking to stay focused and avoid goal drift.

agent-manager-skill

Skill★ 32.8k · davila7/claude-code-templates

Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.

agent-memory-mcp

Skill★ 32.8k · davila7/claude-code-templates

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

agent-memory-systems

Skill★ 32.8k · davila7/claude-code-templates

Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them. Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedd

autogpt-agents

Skill★ 32.8k · davila7/claude-code-templates

Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building complex multi-step AI automation systems.

crewai-multi-agent

Skill★ 32.8k · davila7/claude-code-templates

Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows requiring sequential/hierarchical execution. Built without LangChain dependencies for lean, fast execution.

ai-agents-architect

Skill★ 32.8k · davila7/claude-code-templates

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.

Claude Code Guide

Skill★ 32.8k · davila7/claude-code-templates

Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent.

context-window-management

Skill★ 32.8k · davila7/claude-code-templates

Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context.

context7-auto-research

Skill★ 32.8k · davila7/claude-code-templates

Automatically fetch latest library/framework documentation for Claude Code via Context7 API

OpenWork MCP Gateway

MCP★ 24.2k · different-ai/openwork

Your OpenWork org's skills, plugins, workflows, and connections through one OAuth MCP URL.

Oh My Posh Validator

MCP★ 23.6k · JanDeDobbeleer/oh-my-posh

Validate oh-my-posh configurations and segment snippets against the official schema.

openstatus

MCP★ 9.2k · openstatusHQ/openstatus

Manage monitors, status pages, incidents and maintenances in your openstatus workspace.

OneUptime

MCP★ 7.8k · OneUptime/oneuptime

Manage incidents, alerts, monitors, status pages, on-call and telemetry in OneUptime.

XcodeBuildMCP

MCP★ 6.5k · getsentry/XcodeBuildMCP

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

strata

MCP★ 5.8k · Klavis-AI/klavis

MCP server for progressive tool usage at any scale (see https://klavis.ai)

draw.io

MCP★ 5.7k · jgraph/drawio-mcp

Create draw.io diagrams in chat from Mermaid or XML, shown live and interactive. 10,000+ shapes.

mcp

MCP★ 4.4k · cloudflare/mcp-server-cloudflare

Cloudflare MCP servers

Vexa

MCP★ 2.9k · Vexa-ai/vexa

Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.

Appllama

MCP★ 2.9k · Appllama/appllama-skills

Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.

mcp

MCP★ 2.0k · stripe/agent-toolkit

MCP server integrating with Stripe - tools for customers, products, payments, and more.

Microsoft NuGet

MCP★ 1.6k · NuGet/Home

A Model Context Protocol (MCP) server for NuGet.

Superlog

MCP★ 1.5k · superloglabs/superlog

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

Measure

MCP★ 1.4k · measure-sh/measure

Get to the root cause of mobile app crashes, errors & slow traces with Measure MCP

voicemode

MCP★ 1.4k · mbailey/voicemode

Natural voice conversations for AI assistants - STT/TTS via MCP

Anime Garden

MCP★ 1.4k · yjl9903/AnimeGarden

Anime Garden MCP for anime torrent discovery.

Harness

MCP★ 1.3k · autonomous-ai/openharness

Start Claude Code and Codex agents the person can watch, wait for them and read their answers.

Power BI Authoring MCP Server (Local)

MCP★ 1.2k · microsoft/powerbi-modeling-mcp

The Power BI Authoring MCP server lets an AI agent create and change Power BI semantic models.

ref-tools-ref-tools-mcp

MCP★ 1.2k · ref-tools/ref-tools-mcp

Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…

ChiR24-unreal_mcp

MCP★ 967 · ChiR24/Unreal_mcp

Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…