Discover Awesome MCP Servers

XFMS

Enables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.

Xcode MCP Server

Xcode 관련 작업을 위한 도구를 제공하는 모델 컨텍스트 프로토콜 서버로, iOS 프로젝트 관리, 빌드, 테스트, 아카이브, 그리고 시뮬레이터와 실제 기기 모두에 앱을 배포하는 것을 더 쉽게 만들어줍니다.

MCP Demo Server

A stateless HTTP streaming MCP server built with Express that provides tools to read resource files (widgetResource.md and pageResource.md) and demonstrates the HTTP Streaming Transport protocol implementation.

Escalidrau MCP Server

MCP server for Escalidrau, a collaborative macOS whiteboard. Lets AI agents read, draw, edit, rearrange, and export diagrams on a shared canvas in real time.

Git Worktrees for ZCode

Manages isolated Git worktrees for each ZCode thread, enabling safe parallel development with automatic setup, snapshot-based removal, PR review, and background agent orchestration.

Getting Started with Remote MCP Servers using Azure Functions (Python)

MCP 서버 샘플 여행 친구 앱 (Azure Functions 기반, Azure Container Apps 호스팅) 및 MCP 확장 프로그램

mcsm-mcp

Enables management of Minecraft servers through the MCSManager panel API, including listing instances, checking status, starting/stopping/restarting/force-stopping, sending console commands, and waiting for status changes.

Shopware Admin MCP Server

Enables AI assistants to manage Shopware e-commerce data through the Admin API, including products, categories, sales channels, orders, themes, and media.

Cloud DLP API MCP Server

An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands.

Storywright MCP

A multi-agent book-writing MCP server that manages a guarded chapter pipeline (writer → editor → third-pass agents → approve) with project planning, continuity tracking, and export/diff helpers.

Image Search MCP

MCP server for searching and retrieving stock images from Unsplash, Pexels, and Pixabay, with support for concurrent searches, normalized metadata, and image downloads.

BDNS MCP Server

Enables searching and querying Spanish public subsidies and aids using the BDNS API, with filters for region, beneficiary type, and more.

Digitakt MIDI MCP Server

Enables control of the Elektron Digitakt II drum machine through MIDI commands. Supports triggering drum sounds, adjusting parameters, switching patterns, and sending note sequences programmatically.

Project Navigator MCP Server

Enables AI agents to autonomously navigate a codebase by listing directories, reading files, searching code, and running whitelisted commands.

grok-mcp

Integrates Grok AI into Claude Code to enable real-time X/Twitter search and deep analysis of social media links. It supports a dual-mode architecture featuring a browser-based free mode for SuperGrok subscribers and a cost-controlled API mode.

Xcelium MCP Server

Enables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.

JPYC Commerce MCP

Enables autonomous AI agents to conduct non-custodial commerce using JPYC stablecoin on Polygon, with trust scoring, task evaluation, negotiation, and on-chain verification via Soulbound Tokens.

PodPast

Hosted Claude connector that turns the podcasts you already follow into a searchable, askable knowledge source. Ask what a guest said and get the answer back with the exact quote and timestamp.

google-workspace-mcp-server

Enables AI agents to send Gmail messages and append content to Google Docs using the Model Context Protocol.

k8s-mcp-go

Safe, read-only-by-default Kubernetes access for AI agents via MCP. Provides explicit readonly, readwrite, and dangerous permission modes, plus MCPB bundles for desktop clients.

Secure Clinical LLM Access via MCP

An MCP server that enables LLMs to securely query synthetic clinical data through validated, scoped tools (patient summaries, conditions, medications, lab trends, encounters) while maintaining audit logs and access controls.

OScribe

Vision-based desktop automation MCP server that controls any application via screenshot and AI vision, enabling UI automation through natural language commands.

nr-mcp

MCP server allowing AI agents to query New Relic for debugging incidents.

pdf-knowledge-mcp

A local RAG MCP server for PDF development experience, enabling document ingestion, semantic search, and Q\&A with source citations using TF-IDF and cosine similarity.

la-palma24-mcp

Search and discover vacation rental properties across La Palma, Canary Islands.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, allowing connection to AI Playground or Claude Desktop.

scryfall-mcp

Provides access to Magic: The Gathering card data via Scryfall API, including search, rulings, sets, and local deck management with multi-owner support.

reviewzy

MCP server for human-in-the-loop copy review. Enables coding agents to file draft strings for user-facing text, humans to approve or reject them on a dashboard, and later agent sessions to fetch approved copy and apply it in place.

Web Search MCP Server

Enables comprehensive web searching and content extraction using multiple search engines (Bing, Brave, DuckDuckGo) without API keys. Provides tools for full web searches with content extraction, quick search summaries, and single webpage content retrieval.

mcp-ons-uk

Provides tools to list, retrieve metadata, editions, latest observations, and time series from the UK Office for National Statistics (ONS) datasets.