Discover Awesome MCP Servers

Weather Chat Assistant

A modern chat interface that provides real-time weather information and forecasts for any location worldwide using the Model Context Protocol (MCP).

mcp-ziwei

Calculates and returns a Ziwei Doushu (Purple Star Astrology) chart based on birth date, time, and gender. Returns both structured text of the 12 palaces and a PNG image of the chart.

StyleTrace

Analyzes website references, images, screenshots, and HTML snippets to produce a design brief with style constraints, and reviews generated HTML against those constraints.

Google Forms MCP Server

자연어 명령을 통해 Google Forms API와 상호 작용하여 양식을 만들고, 질문을 추가하고, 응답을 검색할 수 있습니다.

Sophos XGS MCP Server

A read-only MCP server that provides 60+ tools to query Sophos XGS firewall configurations via the XML API, covering firewall rules, NAT, VPN, web filtering, and more.

GitHub Universal MCP Server

Provides a standardized interface for interacting with GitHub's tools and services through the Model Context Protocol, enabling unified API access and compatibility with MCP-compliant tools.

gribs_mcp

MCP server for gribs.net, the Grünen-intern platform, providing read-only access to search and browse Antragsbörse posts and fetch recent public posts, with source URLs and timestamps for traceability.

Metabase MCP

Connect AI assistants to your Metabase analytics platform. Access dashboards, execute queries, and retrieve data seamlessly through conversational interfaces. Enhance your analytics experience with structured data access and robust error handling.

mcp-google-search-console-crunchtools

Secure MCP server for Google Search Console. Query search analytics (clicks, impressions, CTR, position), manage sitemaps, inspect URL indexing status, and manage site properties.

Calculator MCP Server

타입스크립트를 사용하는 포괄적인 계산기 MCP 서버

MCP Swagger Server

Swagger/OpenAPI 문서를 제공하고 명세에 기반하여 API 요청을 수행할 수 있도록 하는 MCP 서버

starlog-mcp

STARLOG is a documentation workflow MCP server for Claude Code that manages project rules, debug diaries with GitHub issue integration, and session tracking for context continuity.

Test_aaa MCP Server

Auto-generated MCP server wrapping a Petstore API, providing tools for managing pets, store inventory, orders, and users via natural language or MCP clients.

JeffersonStats

Enables comprehensive statistical analysis including descriptive statistics, hypothesis testing, regression, and more via a FastMCP-based API.

scrapingdog

Wraps Scrapingdog, a proxy-based web scraping service, enabling AI agents to scrape web pages through a simple MCP interface.

Crypto News MCP Server

AI 에이전트를 위한 NewsData의 실시간 암호화폐 뉴스 제공 MCP 서버

ServiceTitan MCP Server

An MCP server that allows AI assistants to interact with the ServiceTitan API, requiring client credentials for authentication.

Skill Vision Control (SVC)

A version management server for MCP skills that enables automated update detection, parallel version testing, and smart merging of custom modifications with official updates. It allows users to safely switch, rollback, and manage local skill versions through a standardized suite of MCP tools.

ChemDraw Server

Provides chemical informatics endpoints for converting between chemical names and SMILES, processing molecule structures, and comparing molecules, with MCP compatibility.

avots-mcp

Hosted multi-model AI media + chat MCP server. Generates images, video, audio, face-swaps and talking-avatars, and chats across 300+ models (Claude, GPT, Gemini, DeepSeek…) - all from one balance and one API key.

mcp-weatherapi

Provides weather data tools using the WeatherAPI.com service, including current conditions, forecasts, location search, astronomy, and air quality.

CISA M365

이 MCP 서버는 Microsoft 365 클라우드 서비스에 대한 CSA BOD 25-01 요구 사항에 따라 다양한 정책을 구현합니다.

Projectmem

Local-first memory layer for AI coding agents — captures issues, attempts, fixes, and decisions, and warns at git commit before you repeat a mistake.

perplexity-unofficial-mcp

Unofficial MCP server that wraps the Perplexity AI web API via browser cookies, enabling search, research, reasoning, and ask tools through STDIO.

gammaray-mcp-bridge

Bridges GammaRay probe introspection data into MCP tools, enabling LLMs to inspect and debug Qt Quick/QML scene graphs, items, geometry, materials, and Qt Widgets.

Arduino MCP Server

Enables AI assistants like Claude to control Arduino boards in real-time, allowing users to turn LEDs on and off through natural language commands using the Model Context Protocol and Firmata.

TON Dev Skills MCP Server

Enables AI assistants to audit, migrate, scaffold, and manage TON smart contracts using the TON Dev Skills platform.

MemoryIQ

Enables AI tools to access and contribute to shared semantic memory, supporting search, capture, and curation of knowledge across multiple brains via the MCP protocol.

GeoIP MCP Server

An MCP server that provides IP geolocation services using MaxMind's GeoIP2 databases, allowing users to retrieve geographical information for single or multiple IP addresses including country, city, coordinates, and ASN details.