Model Context Protocol · For developers

Scans a codebase and suggests which Claude Code hooks, subagents, skills, plugins and MCP servers fit its stack, without changing any files.

anthropics/claude-plugins-official

Answers n8n product, setup, credential, node, hosting, API, and usage questions from current n8n docs.

n8n-io/n8n

Load before calling build-workflow. An agent skill from n8n-io/n8n.

n8n-io/n8n

Answer structural questions about a codebase — what a symbol is, what calls it, what a change breaks, where the hotspots are — from a persistent code graph via the ix CLI, instead of grepping.

ix-infrastructure/Ix

Read and write the shared long-term memory store. An agent skill from tigerless-labs/agent-memory.

tigerless-labs/agent-memory

Build, debug, or review Cloudflare Agents SDK applications using the agents package.

cloudflare/skills

Selects and runs the appropriate AgentsMesh end-to-end suite for Web, Desktop, MCP, or iOS, including worktree-specific environment setup and browser-level verification.

AgentsMesh/AgentsMesh

Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline.

PrefectHQ/fastmcp

Investigates a failed Opik end-to-end test from CI, TestOps or a local run, decides regression versus flake, and proposes a fix without editing tests.

comet-ml/opik

Creates and edits visual agent workflows in CC Workflow Studio through conversation, with the agent reading and writing the canvas over MCP.

breaking-brake/cc-wf-studio

Evaluates and negotiates job offers. An agent skill from reactive-resume/reactive-resume.

reactive-resume/reactive-resume

Run the pre-release end-to-end sweep of every user-facing surface — the 33 samples under samples/ (booted from their packaged artifacts and driven in a real browser via chrome-devtools MCP), the…

Atmosphere/atmosphere

Proposes verified fixes for failing SQL examples in StarRocks docs across three languages and several versions, then opens draft pull requests and never merges.

StarRocks/starrocks

Detects and diagnoses chunk-evaluation timing bugs in the Vite/rolldown production build of react-ui (works-in-dev / broken-in-build i18n regressions, missing UI labels, module-scope t()…

openops-cloud/openops

Answers questions about running and changing PicoClaw, from onboarding and model selection to MCP server setup, skill loading and scheduled jobs.

sipeed/picoclaw

Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman).

awslabs/cli-agent-orchestrator

Guide to building Node.js and TypeScript apps on the agent-squad package: orchestrator, agent types, classifier routing, storage, retrievers and MCP tools.

2FastLabs/agent-squad

Expose Homarr tRPC procedures safely through MCP. An agent skill from homarr-labs/homarr.

homarr-labs/homarr

Builds categorized release notes for a Plane release pull request from its commits and writes them into the PR description, for both the plane-cloud and plane-ee repos.

makeplane/plane

Teaches an MCP-connected agent when and how to call Memori's recall, summary, compaction, augmentation, feedback and quota tools to keep context across sessions.

MemoriLabs/Memori

Plans a refactor from a code dependency graph, previews renames before applying them and checks that the final impact matches the plan.

tirth8205/code-review-graph

Semantic code search and call-graph tracing. An agent skill from yoanbernabeu/grepai.

yoanbernabeu/grepai

Create production-quality Android applications following Google's official architecture guidance and NowInAndroid best practices.

dpconde/claude-android-skill

A skill your agent uses when implementing, resuming, reviewing, or verifying the DeepSeek++ Codex-style automation feature in this repository.

zhu1090093659/deepseek-pp

Run registered ComfyUI workflows through the fast comfyui-skill CLI, and use the official local Comfy MCP for live template, node, model, validation, and orchestration capabilities.

HuangYuChuh/ComfyUI_Skills_OpenClaw

Shared memory that never forgets. An agent skill from ourmem/omem.

ourmem/omem

抖音无水印视频下载和文案提取工具. An agent skill from yzfly/douyin-mcp-server.

yzfly/douyin-mcp-server

Shows how to build a Vibe plugin package in the Agent Plugins 1.0 format, with a plugin.json manifest and optional skills, MCP servers, hooks and other components.

mistralai/mistral-vibe

Deletes chosen memories from agentmemory only after showing the matches and getting an explicit yes, for privacy requests and cleanup of outdated notes.

rohitg00/agentmemory

Opens a live BrowserStack session on a real Android, iOS or desktop browser for a local or public URL, tunneling localhost through Cloudflare when needed.

handsontable/handsontable

Search and call websites through Unbrowse's hosted API or remote MCP, reuse indexed site tools, read pages, and learn missing routes in its cloud browser.

unbrowse-ai/unbrowse

Write and maintain Playwright end-to-end tests for the Onyx application.

onyx-dot-app/onyx

Understand Microsoft technologies by querying official documentation.

MicrosoftDocs/mcp

A skill your agent uses when adding, changing, or reviewing an LLM/MCP tool in Trilium (the defineTools definitions under packages/trilium-core/src/services/llm/tools/ —…

TriliumNext/Trilium

Guides changes to the cursor-byok server so provider conversation history stays append-only and each turn's history remains an exact prefix of the next, protecting prefix caches.

leookun/cursor-byok

A skill your agent uses when modifying, testing, documenting, or reviewing the Vulners Python SDK.

vulnersCom/api

Triage a SkiaSharp GitHub issue or PR into structured JSON with classification (type, area, platform, severity), suggested response, automatable actions, and companion Markdown/HTML reports.

mono/SkiaSharp

Find what is burning CPU in a live app container without restarting it: separate the JS thread from GC and libuv, open the V8 inspector in place with SIGUSR1, take a CPU profile over CDP, and…

activepieces/activepieces

agent-deck, the terminal session manager for AI coding agents.

asheshgoplani/agent-deck

Lets an agent drive Chrome through the AIPex extension and its MCP bridge: navigation, clicking, form filling, screenshots, tab management and downloads.

AIPexStudio/AIPex

Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI.

Haohao-end/openagent

Control a live local SketchForge editor through its MCP server.

Formsmith746/SketchForge-3D

A skill your agent uses when code-index-mcp implementation is complete and a version bump, release notes, tag, package publication, or GitHub release is being prepared.

johnhuang316/code-index-mcp

A skill your agent uses when opening, navigating, inspecting, testing, clicking, typing, filling, screenshotting, or verifying web pages and local HTTP targets (localhost, 127.0.0.1, ::1) inside…

zai-org/ZCode

Guides building, migrating and testing LangBot messaging-platform adapters for the Event-Based Agents layout, with unified event and message conversion.

langbot-app/LangBot

Multi-engine web search (SearXNG) + browsing/scraping (Camofox, CloakBrowser).

Johell1NS/browser-search

Use the Helmor CLI to remote-control Helmor from the terminal.

dohooo/helmor

Create, edit, replicate, and iteratively refine editable research and technical diagrams in diagrams.net/draw.io (.drawio XML) from prompts, papers, repositories, screenshots, or existing diagrams.

Will-hxw/drawio-diagram-builder