Model Context Protocol · For developers

Search the MCP Gateway Registry using semantic search. An agent skill from agentic-community/mcp-gateway-registry.

agentic-community/mcp-gateway-registry

A skill your agent uses when defining or editing MPS intentions (the Alt+Enter context-action aspect) — adding IntentionDeclaration roots, parameterized or surround-with variants…

JetBrains/MPS

A skill your agent uses when authoring or debugging MPS migration scripts that upgrade user models after a language definition changes — covers jetbrains.mps.lang.migration (MigrationScript…

JetBrains/MPS

A skill your agent uses when authoring or debugging MPS TextGen — concept-to-plain-text serialisation for languages whose final output is text (source files, config, scripts, DDL, XML, markdown).

JetBrains/MPS

Create and execute IDE run configurations for MPS root nodes via MPS MCP — Java Application for IMainClass / ClassConcept with main, JUnit Tests for ITestCase.

JetBrains/MPS

A skill your agent uses when writing or modifying tests inside MPS @tests models — NodesTestCase (typesystem, constraints, scopes, dataflow, generator output), EditorTestCase (intentions, actions…

JetBrains/MPS

A skill your agent uses when a research task needs a single tool from a named MCP server that is not already mounted, and the mcp CLI (github.com/f/mcptools) is the way to call it.

romiluz13/cc10x

Fix the currently-failing status checks on the current branch's PR in one sweep — route each failing check to the right diagnosis skill (via a Haiku subagent, escalating to Opus on a repeat…

adamayoung/TMDb

Design and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of hand-written tool wrappers.

alirezarezvani/claude-skills

Show SonarQube quality gate status for a project — pass/fail and each condition (metric key, threshold, actual value), plus worst-offender breakdowns.

SonarSource/sonarqube-agent-plugins

Code intelligence over repositories Guaardvark has indexed: semantic code search, exact-text search, file listing, PageRank repository map, import dependency graph, reading one class or function…

guaardvark/guaardvark

Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.

github/awesome-copilot

Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

github/awesome-copilot

Discovers and integrates third-party APIs using the context-matic MCP server.

github/awesome-copilot

Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.

github/awesome-copilot

Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support

github/awesome-copilot

Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK

github/awesome-copilot

Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation

github/awesome-copilot

Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.

github/awesome-copilot

Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK

github/awesome-copilot

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

github/awesome-copilot

Patsnap Biologics & Sequence MCP for AI agents. An agent skill from patsnap/mcp.

patsnap/mcp

GCP Secret Manager integration: validate setup, fetch values, or confirm an NPMTOKEN is non-revoked via npm whoami.

ruvnet/metaharness

Creates a DTO (Data Transfer Object) class for an entity. An agent skill from Amplicode/spring-skills.

Amplicode/spring-skills

Generate music from a text prompt using Sonilo — instrumental tracks, background beds, jingles, loops — when there is no video to score.

sonilo-ai/skills

When you want to integrate an external tool, API, MCP server, or service into a project — the wizard walks you through auth, config, env vars, client wrapper code, example usage, and an optional…

coreyhaines31/makerskills

Operate safely and efficiently inside a gh-aw workflow with a restricted tools/bash allowlist, and correctly triage tool-denial events before they exhaust the session's denial budget.

github/gh-aw

Handle explicit /import requests for read-only transcript recovery and a resume checkpoint, or continue work from other coding agents and unnamed artifacts.

asgeirtj/system_prompts_leaks

Bring what Claude Code or Codex already remembers or has configured for this user into Muse Code — their memory notes and their MCP servers — whenever the user mentions things Claude Code or Codex…

asgeirtj/system_prompts_leaks

Set up and operate a Shopify store with Shopify's official MCP server (the installed shopify command, NOT the npm Shopify CLI).

asgeirtj/system_prompts_leaks

Creates Vaadin Browserless server-side unit tests for Vaadin views covering navigation, component interactions, form validation, grid operations, and notifications.

AI-Unified-Process/marketplace

Config-first setup wizard for a remindb MCP server — run it as /remindb-setup (interactive), /remindb-setup automode (hands-off), or /remindb-setup only-config (bridge hosts: author .remindb/ only…

radimsem/remindb

A skill your agent uses when working with a SwarmVault knowledge vault (raw/, wiki/, swarmvault.schema.md).

swarmclawai/swarmclaw

A skill your agent uses when the user wants their AI coding agent (Codex, Claude Code, etc.) to inspect, implement, or troubleshoot app in-app purchase flows with OpenIAP, including SDK setup…

hyodotdev/openiap

Convert a rough sketch or drawing of an Azure architecture into a professional Draw.io diagram using Azure-specific shapes.

Azure/AZVerify

Guides PostHog engineers through dashboard widget platform work — ship a new widgettype (WIDGETREGISTRY, catalog, runwidgets, WidgetCard) or update a shipped type (config, query, layout, RBAC, tile…

PostHog/posthog

Get PostHog data into a canvas correctly: the host-injected ph SDK (loadInsight, query, capture, state, connectors, openExternal, navigate), the data hierarchy (saved insights first, typed query…

PostHog/posthog

The final "definition of done" / ready-to-deploy checklist for EDT-MCP — the ordered gate to run when a piece of work is finished, before declaring it done or merging.

DitriXNew/EDT-MCP

Diagnose malformed calls, retries, and unusable results after an agent selects an MCP tool.

morluto/jacobian

需要跑统计（t 检验/方差/回归/因子/SEM/生存/EEG…）时，路由到正确的外部 MCP 服务器或 [stats] extra，而不是在 psyclaw 仓内重新实现算法。当任务涉及统计计算、选择统计方法、或有人想在 psyclaw 里写统计代码时使用。

Exekiel179/psyclaw

A skill your agent uses when using UV (Python package manager), needs to set up Python virtual environments, install/manage Python CLI tools, migrate from pip/pipx to UV, Python version management…

archibate/dotfiles-opencode

Review Maple security across authentication, account isolation, local persistence, Tauri IPC and capabilities, OAuth and deep links, the Local OpenAI Proxy, Agent Mode tools and permissions, MCP…

MaplePrivacyLabs/Maple

Creates production-ready MCP servers using FastMCP v2. An agent skill from oaustegard/claude-skills.

oaustegard/claude-skills

Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management.

aws/agent-toolkit-for-aws

Give the agent its own dedicated email inbox via AgentMail. An agent skill from Tommy-yw/RunbookHermes.

Tommy-yw/RunbookHermes

Control Blender directly from Hermes via socket connection to the blender-mcp addon.

Tommy-yw/RunbookHermes

KiCad MCP schematic inspection and review workflow using ERC, connectivity, symbol, net, power, readability, and quality-gate tools.

oaslananka/kicad-mcp-pro

Provides LangChain4j patterns for implementing MCP (Model Context Protocol) servers, creating Java AI tools, exposing tool calling capabilities, and integrating MCP clients with AI services.

giuseppe-trisciuoglio/developer-kit