Model Context Protocol · For developers

A skill your agent uses when starting any task the organization may already have an approved skill, prompt, MCP server, or Agent for: reviewing code, a commit, a diff, or a pull request; writing…

Observal/Observal

Integrate Databuddy analytics using the SDK, REST API, or MCP.

databuddy-analytics/Databuddy

Author live dashboard UI from an agent via the emitui MCP tool.

awslabs/cli-agent-orchestrator

Diagnose a worker that is growing memory or being OOM-killed: separate a JS-heap leak from native growth, take a V8 heap snapshot of a live worker in place (never uploading it), and walk the…

activepieces/activepieces

Checks a YugabyteDB backport revision on Phorge against the original diff it was ported from and flags differences, tracing unexplained code back to master.

yugabyte/yugabyte-db

通过 Gemini 官网（gemini.google.com）执行生图、对话等操作。用户提到"生图/画图/绘图/nano banana/nanobanana/生成图片"等关键词时触发。操作方式分三级优先级：首选 MCP 工具 → 次选 Skill 脚本 → 最次连接 Skill 浏览器手动操作（需用户授权）。禁止自行启动外部浏览器访问 Gemini。

WJZ-P/gemini-skill

Report which kasetto-installed skills and MCP servers are actually being used across the AI agents on this machine, and render a branded HTML dashboard of the result.

pivoshenko/kasetto

This skill should be used when the user asks to "debug the electron app", "connect playwright to VoiceTree", "take screenshots of the running app", "interact with the live UI", "inspect the running…

voicetreelab/voicetree

Covers handling Go's context.Context idiomatically in fp-go code: reading and scoping context through operators, timeouts, cancellation and converting ctx-first functions.

IBM/fp-go

Read and search GitHub repository documentation via gitmcp.io MCP service.

AgentTeam-TaichuAI/ScienceClaw

Operates the local Binggo (bilibinggo) Bilibili lottery helper console strictly through binggo MCP tools.

luovicter-collab/bilibinggo

Research and plan first-time independent trips in China with bilingual, source-aware city data and official live-check entry points.

tczyliu/china-travel-kit

This skill should be used when the user wants to query their Google NotebookLM notebooks for citation-backed, source-grounded answers, or manage notebooks, sources, and Studio content (audio…

roomi-fields/notebooklm-mcp

Bootstrap project-specific Trellis coding specs with a platform-neutral single-agent workflow.

anjiemo/SunnyBeach

Runs a whole project unattended on an agtx kanban board, decomposing the goal, starting tasks, unblocking workers and merging each result.

fynnfluegge/agtx

Manages a LangBot instance over its built-in MCP server: endpoint, API-key authentication, client config and the tool set for bots, processors and more.

langbot-app/LangBot

Cut a Saiku release via Gitflow — version bump, release branch, PR to main, tag, back-merge, and post-release chores.

spiculedata/saiku

Fetches live Model Context Protocol specification and docs from modelcontextprotocol.io whenever work touches MCP behavior, SEPs or conformance.

modelcontextprotocol/kotlin-sdk

This skill should be used when the user asks to 'set up memory', 'create memory files', 'create MEMORY.md', 'set up topic files', 'improve memory organization', 'what should I remember', 'how to…

tractorjuice/arc-kit

Trains or fine-tunes language and vision models with TRL or Unsloth on Hugging Face Jobs cloud GPUs, then converts the results to GGUF.

huggingface/skills

A skill your agent uses whenever the user mentions YouTube, video uploads, channel management, playlists, video SEO, or any YouTube Data API operation.

eat-pray-ai/yutu

Walks an agent through creating and editing Unreal Engine Blueprints with the Flopperam MCP's bp_* tools, from inspection to commit and verification.

flopperam/unreal-engine-mcp

Query 57 Indonesian government APIs and data sources — BPJPH halal certification, BPOM food safety, OJK financial legality, BPS statistics, BMKG weather/earthquakes, Bank Indonesia exchange rates…

suryast/indonesia-gov-apis

Free AI-first short-form video publishing to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook from AI agents through Taisly.

taisly/agent

Offer the three most common automations for a user as a single-choice card, from your own knowledge of their team and their apps, then build the one they choose once they confirm, or offer more.

n8n-io/n8n

Coordinate parallel coding agents with Foremerge's local Git-compatible CLI and MCP server.

naw103/foremerge

Lets an agent observe and operate a local Linux desktop through the computer-use-linux MCP server or Pi tools: accessibility trees, screenshots, windows and input.

agent-sh/computer-use-linux

A skill your agent uses when 用户要求为任意网站生成书源、生成阅读书源、分析小说站点、生成 Legado/阅读规则。强制触发词：书源、生成书源、帮我生成、book source、legado、阅读书源、小说站点分析。如果用户给出了一个 URL 并要求生成或分析，必须加载此 skill。

Narylr350/book-source-creator-skill

Use this when a user wants to search Daiso/다이소, compare product price candidates, nearby restaurants/cafes/음식점/카페, convenience stores/편의점, marts, Olive Young/올리브영, Megabox/메가박스, Lotte Cinema/롯데시네마…

hmmhmmhm/daiso-mcp

Query Spot/preemptible VM prices, savings and interruption risk across AWS, GCP and Azure with the spotinfo CLI.

alexei-led/spotinfo

Lets an agent drive DeepChat's bundled CLI for model calls, media generation, transcription, OCR, artifacts, configuration, Skills and MCP operations, within strict command rules.

ThinkInAIXYZ/deepchat

Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.

breaking-brake/cc-wf-studio

A skill your agent uses when the user is about to rely on prior session memory for a non-trivial decision, or when something feels off about a recall hit — runs the Merkle chain check, drift…

chunxiaoxx/nautilus-compass

Capify an existing project. An agent skill from infragate/capa.

infragate/capa

A skill your agent uses for HarmonyOS NEXT development help and local DevEco automation.

linhay/harmony-next.skills

A skill your agent uses when an agent needs to inspect or control a real Unity Editor through Locus, especially when Unity MCP is unavailable, named-pipe discovery is needed, C must be executed, or…

Misaka-Mikoto-Tech/agent-skills

Help with MongoDB query optimization and indexing. An agent skill from mongodb/agent-skills.

mongodb/agent-skills

Run DataForSEO API tasks via the CLI in a shell (docs index, docs search, request).

dataforseo/mcp-server-typescript

Upgrade @figma/plugin-typings and absorb what the new version exposes.

awdr74100/figwright

Source-of-truth runbook for preparing this Vinext Cloudflare Workers SaaS template for production deployment.

LubomirGeorgiev/cloudflare-workers-nextjs-saas-template

Operates the ccproxy inspector MITM system for intercepting, inspecting, and transforming LLM API traffic.

starbaser/ccproxy

A skill your agent uses to generate well-branded interfaces and assets for fast-agent, either for production or throwaway prototypes/mocks/etc.

evalstate/fast-agent

List all shaders available in the project assets and packages, sorted by name.

IvanMurzak/Unity-MCP

使用 bm.md 写作、改写、排版或渲染 Markdown；生成 Mermaid 与 AntV Infographic，设置图片尺寸、高亮重点，以及执行 HTML/纯文本转换和 Markdown lint

miantiao-me/bm.md

A skill your agent uses for Swift AI SDK upstream parity management: refresh or inspect Vercel AI SDK baselines, scan upstream package coverage, classify drift, plan provider/core/docs audits, land…

teunlao/swift-ai-sdk

Reconcile App Store Connect subscriptions and in-app purchases with RevenueCat products, entitlements, offerings, and packages using asc and RevenueCat MCP.

rorkai/app-store-connect-cli-skills

Read any web page, document, or YouTube video as clean Markdown using PullMD.

AeternaLabsHQ/pullmd

创建、设计、修改、重构和验证 AgentDock Skill 时使用；负责 Agent Skills 兼容的 SKILL.md、可移植核心、引用、辅助脚本、测试、安全边界和本地真实验证。

uvwt/agentdock