mcp skills

15,460 tagged mcp, measured the same way as everything else here.

Browse within: LLM 365agents 287antigravity 223agentic-skills 222ai-workflows 214agent 211azure 181foundry 181sdk 181mcp-server 172skills 121agent-skill 114content-automation 114content-creation 114

find-docs

01

upstash/context7

Skill Claude CodeCodex

Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud service — even for well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your training…

not rated 63k +261 changed 2d ago A ✓ AI review Socket: passSnyk: passSkillSpector: warn 172 tokens original MIT

compare-tasks

02

aaif-goose/goose

Skill Claude CodeCodex needs its repo

Compare how two harbor benchmark runs performed on a single shared task.

not rated 55k +213 today A Snyk: passSkillSpector: pass 16 tokens original Apache-2.0

skill-creator

03

zhayujie/CowAgent

Skill Claude CodeCodex

Create, install, or update skills in the workspace. Use when (1) installing a skill from a URL or remote source, (2) creating a new skill from scratch, (3) updating or restructuring existing skills. Always use this skill for any skill installation or creation task.

not rated 47k +119 yesterday A ✓ AI review Snyk: failSkillSpector: warn 61 tokens original MIT

session-report

04

anthropics/claude-plugins-official

Skill Claude CodeCodex ✓ vendor

Generate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from /.claude/projects transcripts.

not rated 39k +1.5k today A Socket: passSnyk: passSkillSpector: pass 34 tokens original Apache-2.0

grpo-finetune

05

patchy631/ai-engineering-hub

Skill Claude CodeCodex

Fine-tune a model with GRPO on Fireworks-managed GPUs from a plain-English task description and a dataset. Use this skill whenever the user wants to fine-tune, RL-tune, or GRPO-train a model on their own data — or says things like "train a model to extract/classify/score X", "fine-tune on this dataset", "set up a GRPO…

not rated 38k +59 3d ago A ✓ AI review Snyk: passSkillSpector: warn 122 tokens original MIT

fastmcp-client-cli

06

PrefectHQ/fastmcp

Skill Claude CodeCodex

Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.

not rated 28k +65 today A Snyk: warnSkillSpector: warn 46 tokens original Apache-2.0

n8n-agents

07

czlonkowski/n8n-mcp

Skill Claude CodeCodex

Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain. AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool calling, $fromAI, system prompts, agent memory, sessionId, structured/JSON output…

not rated 23k +30 today A Snyk: passSkillSpector: pass 156 tokens original MIT

optimization

08

1jehuang/jcode

Skill Claude Code

Use when improving performance, latency, throughput, memory usage, or general efficiency. Start by defining target metrics, measuring comprehensively, attributing bottlenecks, validating with static analysis, and prioritizing macro-optimizations before micro-optimizations.

not rated 21k +505 today A SkillSpector: pass 52 tokens original MIT

skill-inspector

09

NVIDIA/SkillSpector

Skill Claude CodeCodex ✓ vendor

Review AI agent skills before installation using NVIDIA SkillSpector and source-aware semantic review. Use when asked whether a skill or downloaded skill folder is safe, trustworthy, installable, over-permissioned, or malicious.

not rated 20k +509 yesterday A Socket: passSnyk: passSkillSpector: pass 47 tokens original Apache-2.0

clip-hand-skill

10

RightNow-AI/openfang

Skill Claude CodeCodex

Expert knowledge for AI video clipping — yt-dlp downloading, whisper transcription, SRT generation, and ffmpeg processing.

not rated 18k +5 3mo ago A SkillSpector: warn 28 tokens original Apache-2.0

rocketride-org/rocketride-server

Skill Claude CodeCodex needs its repo

Use when asked to build, run, or validate a RocketRide pipeline (e.g. "build me a chatbot that answers from my docs", "make a pipeline that summarizes uploaded PDFs", "run this pipeline"), or whenever turning a plain-language data/AI task into a working RocketRide pipeline.

not rated 18k +49 today A 66 tokens original MIT

review-prs

12

googleapis/mcp-toolbox

Skill Claude CodeCodex ✓ vendor

Review a GitHub pull request in the googleapis/mcp-toolbox repo against the team's reviewer checklist: PR title/description conventions, linked issue, logic errors and unhandled edge cases, breaking changes, test coverage, docs updates, security (input handling), and new dependencies. Use whenever a maintainer asks…

not rated 17k +35 today A Snyk: warnSkillSpector: pass 162 tokens original Apache-2.0

post-to-xhs

13

xpzouying/xiaohongshu-mcp

Skill Claude CodeCodex

A publishing guide for 小红书, a Chinese social-media platform. It covers posting image-and-text content or a longer formatted article, using supplied content or a webpage.

not rated 16k +126 4d ago A SkillSpector: pass 96 tokens original Apache-2.0

implement-universal

14

Arindam200/awesome-ai-apps

Skill Claude Code

Harness-agnostic version of /implement. Drives a single workshop ticket through the SWE→Tester loop in ONE conversation, with the role prompts bundled as agents/software-engineer.md and agents/tester.md instead of being launched as subagents. Resolves the ticket from implementyourself/tasks/, creates an…

not rated 16k +111 6d ago A SkillSpector: pass 204 tokens original MIT

install-memu

15

NevaMind-AI/memU

Skill Claude CodeCodex

Install or uninstall memU for whatever agent you are — identify your host, print its packaged guide, and follow it to wire (or unwire) both seams (record and inject). Use when the user asks to install, set up, integrate, remove, or uninstall memU.

not rated 15k +27 changed 1mo ago A 61 tokens

pro-researcher

16

miuuyy/codex-chatgpt-web

Skill Codex

Delegate deep research, architecture reviews, literature searches, and open-ended direction-finding to ChatGPT 6 Pro sub-agents. Use when a broad investigation can reveal causes, alternatives, or a better approach beyond the immediate implementation.

not rated 14k +508 yesterday A 51 tokens original MIT

modelcontextprotocol/typescript-sdk

Skill Claude CodeCodex ✓ vendor

Upgrades TypeScript code from v1 of the MCP TypeScript SDK (@modelcontextprotocol/sdk) to v2 (@modelcontextprotocol/client, /server, /core and the middleware packages): runs the official codemod, then works through what it cannot rewrite. Use whenever a project depends on @modelcontextprotocol/sdk and the user wants…

not rated 14k +46 2d ago A 159 tokens

app-builder-sdk

18

holaboss-ai/holaOS

Skill Claude CodeCodex

Build a new holaOS app using @holaboss/app-builder-sdk (5 backend primitives + optional shadcn dashboard UI). The canonical path for vibe-coded apps — integration modules AND dashboard apps both live here.

not rated 11k +6 1mo ago A SkillSpector: warn 47 tokens

mcpdo

19

modelcontextprotocol/inspector

Skill Claude Code ✓ vendor

Access MCP (Model Context Protocol) servers and their tools, resources, and prompts through the mcpdo CLI — connections it holds extend your capabilities alongside any built-in MCP support. Use this skill for any question or task about MCP servers, connections, or tools (e.g. "what MCP servers am I connected to?"…

not rated 11k +39 2d ago A 105 tokens

playwright-cli

20

VoltAgent/voltagent

Skill Claude Code

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

not rated 11k +45 today A SkillSpector: warn 52 tokens original MIT

purchasing

21

mcp-use/mcp-use

Skill Claude CodeCodex

Create approved purchase orders with the create-purchase-order tool.

not rated 11k +33 today A Snyk: passSkillSpector: pass 15 tokens original MIT

awslabs/mcp

Skill Claude CodeCodex ✓ vendor

Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, build timelines. Use when debugging AgentCore agent sessions, tracing tool calls, or analyzing latency.

not rated 9.8k +19 today A Snyk: passSkillSpector: pass 52 tokens original Apache-2.0

mobile-automation

23

mobile-next/mobile-mcp

Skill Claude CodeCodex

Control Android and iOS devices, emulators and simulators — launch apps, tap, swipe, type, take screenshots, read the accessibility tree. Use when a task involves a mobile device or app, mobile UI testing, or reproducing a bug on a phone.

not rated 9.6k +756 yesterday A SkillSpector: pass 58 tokens original Apache-2.0

astron-workflow-dsl

24

iflytek/astron-agent

Skill Claude CodeCodex

A workflow-file guide for turning plain-language business requirements into YAML files that Astron Agent can import. YAML is a text format for structured configuration, and these files describe steps, conditions, connections, variables, and resource bindings.

not rated 8.9k +20 2d ago A 91 tokens original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: