Discover Awesome MCP Servers

Student MCP Server

Enables an AI assistant to help students by providing tools for math calculations, attendance tracking, marks analysis, reading PDF notes, searching lecture notes, and checking college regulations.

Sugar

Provides persistent memory and autonomous task execution for AI coding agents, enabling them to store and recall project context, guidelines, and handle issue resolution from GitHub.

Korea Real Estate MCP

Connects to Korea's MOLIT real estate API to provide 14+ tools for live transaction data and financial scenarios like buy now, buy later, or invest only based on income and savings.

Drin MCP Server

Enables MCP-capable agents to send, receive, and manage email, including domains, inboxes, contacts, templates, webhooks, and delivery metrics, through the Drin API.

plane-mcp

Local MCP server for a self-hosted Plane instance that exposes tickets, cycles, modules, labels, and states as MCP tools with both read and mutation capabilities.

Azure AI Image Editor MCP Server

Enables text-to-image generation and image editing using Azure AI Foundry models. Supports generating high-quality images from text descriptions and modifying existing images through natural language prompts.

BetterDB MCP

BetterDB gives Claude Code, Cursor, Windsurf, and other MCP clients deep observability into Valkey and Redis instances. It implements 22 MCP tools including get_health, get_slowlog, get_commandlog, get_hot_keys, get_anomalies, get_cluster_nodes, get_cluster_slowlog, and get_slot_stats.

Apple Calendar MCP

Enables Claude and other MCP clients to directly interact with macOS Calendar.app using AppleScript for local calendar management. Provides tools for listing, searching, creating, updating, and deleting calendar events without cloud APIs or CalDAV setup.

Google Sheets Kanban MCP Server

Enables task management and Kanban board tracking using Google Sheets as a database via the Model Context Protocol. It supports advanced filtering, batch operations, and full lifecycle management of project tasks within a spreadsheet.

OpenRouter Reasoning MCP

Enables multi-step AI reasoning by sending prompts to OpenRouter, performing a verification pass, and returning both responses with provider reasoning fields when available.

solarbuild-mcp

MCP server for the Solar framework. Gives AI agents live access to your component registry — call manifest(), component(), and validate() tools to discover, inspect, and validate Solar components at runtime.

searxng-mcp-bridge

A minimal MCP server that exposes a private SearXNG instance as a search tool over streamable-HTTP, enabling web search from the llama.cpp WebUI or any compatible MCP client.

Rocket Countdown MCP Server

一个模型上下文协议 (MCP) 服务器，它实现了一个火箭倒计时计时器。它允许用户启动、停止和重置倒计时，并在倒计时到达零时显示“发射！”。 (Simplified version, potentially more natural sounding): 一个模型上下文协议 (MCP) 服务器，用于实现火箭倒计时功能。用户可以启动、停止和重置倒计时，当倒计时归零时，会显示“发射！”。

arXiv MCP Server

Enables AI assistants to search and retrieve academic papers from arXiv through MCP tools, supporting search by various criteria, detailed paper information, category browsing, and PDF content extraction.

Deep SAST MCP Server

Provides deterministic, 100%-file-coverage security findings by running Semgrep, gitleaks, and osv-scanner on code repositories, enabling thorough security assessment of every file.

EdgeOne Pages MCP

Enables deployment of HTML content, folders, and full-stack projects to EdgeOne Pages to generate publicly accessible URLs. It utilizes EdgeOne Pages Functions and KV storage for high-performance edge delivery of web applications.

Polyglot DB MCP

Enables interaction with 20+ databases (PostgreSQL, MongoDB, Neo4j, Elasticsearch, Redis, and more) through a single unified interface, allowing cross-database queries and operations via natural language.

Ratatoskr

No-code MCP server that converts any API spec (OpenAPI, GraphQL, etc.) into MCP tools, enabling natural language interaction with APIs, TOON compression, and AI-powered response pruning with SQL post-processing.

dndbeyond-mcp

Enables AI assistants to manage D&D Beyond characters, access campaigns, and look up spells, monsters, items, and more through a reverse-engineered API.

AMap Maps MCP Server

Enables location-based services through AMap/AutoNavi Maps API including geocoding, weather information, route planning, and POI searches. Supports multiple transportation modes and provides detailed geographic data for Chinese locations.

product-crud-mcp

Exposes CRUD operations for products via MCP tools and a resource, sharing a common business logic layer with a GraphQL API.

ViaCEP Brasil MCP Server

Connects AI tools to the ViaCEP API, allowing natural language queries for Brazilian addresses by CEP or address details.

mcp-photon

A geocoding MCP server that converts place names to coordinates and coordinates to place names using OpenStreetMap data.

Oura MCP Server

Integrates Oura Ring health data with Claude Desktop, providing resources, tools, and advanced analytics for sleep, activity, readiness, and health trends.

MCP Simple Server

一个简单的服务器，实现了用于文档搜索的模型上下文协议。

shelly-readonly-mcp

Enables read-only inspection of Shelly devices discovered through Home Assistant, providing status and redacted configuration without control or switching capabilities.

Vault MCP Server

Enables interaction with HashiCorp Vault to read, write, list, and delete secrets through a containerized MCP server with secure token-based authentication.

web-monitor-mcp-safepoint

The mcp server for safepoint web monitor

Fuse Network

MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on-chain transactions.

codemesh

CodeMesh enables AI agents to orchestrate any MCP server by writing TypeScript code, with self-improving capabilities through auto-augmentation of tool documentation.