Discover Awesome MCP Servers

Meraki MCP Server

Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless integration of Meraki network management capabilities within an AI assistant's conversational interface.

DuckDuckGo MCP Server

A basic MCP server built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Supports both stdio and HTTP transports with Docker deployment capabilities.

okf-ons

Enables discovery and selection of ONS datasets using a frozen metadata bundle, providing bounded access to dataset descriptions, dimensions, and alternatives without making network calls or returning observation values.

Plane MCP Server

一个 MCP 服务器，使 AI 助手能够与 Plane 项目管理平台交互，允许它们通过结构化的 API 管理工作区、项目、问题和评论。

thermo-control-mcp

Enables LLM agents to monitor Mac thermals and control fan speed with safety limits enforced by a root daemon.

Zillow MCP Server

Enables AI agents to access live Zillow property data, Zestimates, and listings for over 160 million U.S. homes.

oss-contribution-advisor-mcp

An MCP server that helps developers find open-source issues worth contributing to by semantically matching interests, scoring repository health, and ranking by real downstream impact.

mcp-ons-uk

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

tapsite

An MCP server for web intelligence extraction that provides 55 tools for extracting structured data, design systems, accessibility audits, and more from websites.

tg-mcp

MCP server that gives MCP clients access to a personal Telegram account. It can read chats, search messages, download media, and send messages or files while keeping credentials local.

noisefloor

Checks whether a number is real or just noise: peek-safe A/B tests you can look at as often as you like without inflating false positives, two-sided change detection, and a guard for when a metric moved only because its sample size did. Zero dependencies, standard library only.

OCR MCP

Converts screenshots of web pages into structured Markdown using GLM-OCR (Zhipu), with tools for OCR on images, webpages, and health checks.

google-calendar-mcp-app

Provides a comprehensive suite of Google Calendar tools featuring 15 interactive UI screens for managing schedules, creating events, and visualizing availability directly within AI chat interfaces. It enables users to interact with their calendar through visual components like heatmaps, event forms, and multi-view calendar grids.

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.

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.

Xcode MCP Server

一个模型上下文协议服务器，提供与 Xcode 相关的操作工具，从而简化 iOS 项目管理、构建、测试、归档以及将应用程序部署到模拟器和物理设备的过程。

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.

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.

simple-memory-mcp

Personal memory MCP server backed by SQLite FTS5 BM25 search with temporal reranking.

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

MCP 服务器示例旅行伙伴应用，托管于 Azure 容器应用上的 Azure Functions 和 MCP 扩展。 (MCP fúwùqì shìlì lǚxíng huǒbàn yìngyòng, tuōguǎn yú Azure róngqì yìngyòng shàng de Azure Functions hé MCP kuòzhǎn.)

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.

ERPNext MCP Server

Enables AI assistants to interact with ERPNext data and functionality through the Model Context Protocol, including document CRUD, report running, and API method calls.

nyc-property-intel

MCP server for NYC real estate due diligence. Lets Claude query 22+ NYC public-record databases — DOB/HPD/ECB violations, ACRIS deeds, DOF sales, 311 complaints, FDNY incidents, NYPD complaints, marshal evictions, PLUTO, rent stabilization — in plain English.

explee-mcp

MCP server wrapping the Explee B2B data API, enabling AI agents to search companies and people, enrich contact data, run AI agents, and manage deduplication lists.

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.

Python_Scripts_MCP

MCP server that exposes local Python scripts as tools for AI clients (e.g. Claude Desktop), enabling directory tree generation, Excel-to-text conversion, Python code extraction, and text file merging.

loki

Loki lets an AI agent run an entire website at runtime — content schema, content, code, routes, and design — through a single MCP endpoint.

litellm-mcp

MCP server that lets Claude Code dispatch tasks to the LiteLLM gateway, supporting both local Ollama models and Anthropic models via the gateway.

Geotab ACE MCP Server

Enables Claude to ask questions about your fleet data via the Geotab ACE AI service, with support for multi-account authentication, async queries, and DuckDB caching for large datasets.