Discover Awesome MCP Servers

CRA Compliance MCP

CRA Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

Weather MCP Server

Provides current weather information and forecasts for major cities through MCP tools and resources. Supports getting weather data, multi-day forecasts, and listing available cities with mock data for demonstration purposes.

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.

XiaoHongShu MCP

Enables AI agents to publish content to XiaoHongShu (Little Red Book) social platform, including checking login status and posting with titles, content, images, and hashtags through browser automation.

Philips Hue MCP Server

Enables AI assistants to control Philips Hue smart lighting systems using natural language, supporting light control, group management, scenes, and presets.

Example MCP Server

A Node.js/TypeScript MCP server template with sample tools (ping and system_info) that demonstrates how to build custom tools for Claude Desktop using stdio transport.

MCP Frigate Optimizer

Enables AI agents to audit, manage, and optimize Frigate NVR configurations, including LPR tuning and recording management.

govee-mcp

Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Bluetooth on macOS.

Expense Tracker MCP Server

Enables users to manage expenses with category support, including adding expenses with date, amount, category, and notes, using SQLite for persistence.

DPS-Superskills-MCP

Exposes 31 high-assurance agentic coding skills as MCP tools and resources, enabling AI agents to invoke structured workflows across DISCIPLINE, TECHNIQUE, KNOWLEDGE LAYER, and REFERENCE registers.

transcript-mcp-claude

An all-in-one MCP server for transcription, supporting YouTube, audio, and video with translation, summarization, chapter generation, subtitle export, and batch processing via 19 tools.

WikiTree MCP server

Integrates with the WikiTree API to provide tools for exploring genealogical data, including ancestor and descendant information. It enables users to retrieve biographies and family relationships through any application supporting the Model Context Protocol.

NBA MCP Server

A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.

TransForm MCP Server

Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool outputs, with a Java Spring Boot server and Python client for agentic data systems.

Home Assistant MCP Server

Enables Claude Desktop to read and control Home Assistant devices via natural language, with configurable safety restrictions on sensitive actions.

adr-skills

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, and dependency graph.

simplecov-mcp

Enables Claude to directly access and analyze Ruby SimpleCov coverage reports for Rails projects. It allows users to retrieve coverage summaries, filter files by coverage rates, and identify specific uncovered lines to streamline test development.

GitHub MCP Server

Python MCP server for GitHub operations, providing native tool integration with Claude Code and other MCP clients. It enables managing issues, pull requests, CI status, milestones, and batch operations via natural language.

Crossref Academic MCP Server

MCP server enabling AI agents to search and retrieve scientific papers, citations, and author profiles from Crossref, OpenAlex, and Semantic Scholar with no API keys required.

llm-skills-mcp-poc

MCP server exposing a shared pr-review skill with tools to list, get, run, and evaluate skills, enabling AI assistants to perform code review tasks.

mcp-powered-agentic-rag

An agentic Retrieval-Augmented Generation (RAG) system that combines a small curated machine learning knowledge base with real-time web search capabilities, powered by the Model Context Protocol (MCP).

aks-mcp-server

Bermain-main dengan server MCP dan AKS.

OriginLab MCP Server

Bridge between AI assistants and OriginLab, enabling data import, plotting, analysis, and export through natural language commands.

mcp-server-weather-cuhksz

A FastMCP server that provides weather-related tools using the QWeather API, enabling language models to query real-time weather, forecasts, warnings, and indices.

mcp-server-pexels

Search and find free images and videos from Pexels.com. (free api key required)

GitLab MCP Server

Enables interaction with GitLab repositories through secure OAuth 2.0 authentication. Supports comprehensive GitLab operations including merge requests, issues, file management, commits, and branch operations through natural language.

Weather MCP Service

Provides live weather data and forecasts for any location worldwide through both REST API and MCP endpoints. Supports current weather, multi-day forecasts, and various location formats including city names, coordinates, ZIP codes, and airport codes.

BigTime MCP Server

Provides Claude with access to BigTime's time tracking and project management API, enabling retrieval of clients, projects, staff, time entries, and daily totals.

Tencent Ad MCP Server

Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI assistants to directly manage ads, creatives, reports, and more via natural language.

ServalSheets

Enables AI agents to interact with Google Sheets through 25 tools and 407 actions, supporting spreadsheet creation, data manipulation, advanced analytics, and enterprise features like safety rails and rate limiting.