Discover Awesome MCP Servers

Weather MCP Server

Enables AI assistants to fetch real-time weather data, forecasts up to 10 days, and compare weather conditions between cities using WeatherAPI.com with support for both Celsius and Fahrenheit units.

Mermaid Studio

Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time preview in a browser-based editor.

excalidraw-mcp-server

Security-hardened MCP server for Excalidraw with API key auth, rate limiting, real-time WebSocket sync, and 14 diagramming tools

Tilastokeskus StatFin MCP Server

Production-grade MCP server for Statistics Finland's StatFin database. Enables AI assistants like Claude to browse, search, and query Finnish statistical data.

template-mcp

A TypeScript MCP server template with Zod validation, dual transport (stdio/HTTP), and modular architecture for building MCP-compatible tools, resources, and prompts.

@dsh-gate/mcp-server

Enables Codex to supervise long-running DeepSeek Harness sessions through MCP, providing tools for progress monitoring, handoffs, and artifact management while keeping the host independent.

tamperlens-mcp

Inspects documents for tampering, ineffective redactions, and text aimed at language models before they enter an agent's context, and compares documents to confirm whether they are unchanged.

Here Now ER MCP

An MCP server that provides real-time emergency room availability, open hospitals, pharmacies, and drug information for Korean users, especially useful during non-business hours.

ScratchRun MCP Server

Ephemeral MicroVM-isolated code execution for AI agents. Run Python, Node, or bash — fresh hardware-isolated VM per call, hard-purged after. No state persists between calls.

SEFAZ AC: Certidão Negativa de Débitos

Consulta a Certidão Negativa de Débitos da SEFAZ AC em fonte oficial, por meio de uma ferramenta somente leitura para clientes MCP.

oracle-cloud-mcp

MCP server for Oracle Cloud Infrastructure (OCI) that provides tools to manage Compute, Object Storage, Block Storage, Networking, Autonomous Database, and IAM via the official OCI SDK.

open-meteo-mcp

Enables users to get weather forecasts, snow conditions, air quality, and location search via the Open-Meteo API, with guided prompts for ski trips and outdoor activities.

web-automation-mcp

An MCP server that enables Claude Code CLI to interact with Cloud Desktop, ChatGPT, and Gemini web interfaces through browser automation.

mcp2mqtt

This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allowing LLMs to interact with IoT devices and hardware systems through configurable message topics. It enables users to map natural language prompts to specific MQTT commands for controlling devices like Raspberry Pi fans or PWM controllers.

Gemini Research MCP

Provides real-time web research and URL summarization capabilities using Gemini 2.5 Flash with native Google Search grounding. It enables users to perform factual searches and summarize web content directly within MCP-compatible clients like Claude Desktop.

mac-mail-mcp

Provides read-only access to Apple Mail.app emails, accounts, and folders by directly reading the local SQLite database.

mcp-roam

Enables AI agents to semantically search, retrieve, and augment an org-roam knowledge graph via MCP, with features like vector-based search, YouTube ingestion, and local LLM processing.

Fantasy NBA Israel League MCP

Provides access to Fantasy NBA Israel League statistics including team rankings, player stats, roster details, and shooting analytics for a specific private fantasy basketball league.

Novacal MCP Server

Enables managing Novacal event types, availability, and events (create, cancel, reschedule) via MCP, with OAuth authentication and encrypted API key storage.

mcp-micro-tools

Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, etc.) for LLM agents to handle deterministic, precision tasks that models often get wrong.

Visa Design System MCP Server

Provides AI tools with access to Visa's Product Design System resources, including design tokens, component specifications, and usage guidelines.

calcom-mcp

calcom-mcp

Confluence MCP Server

Enables page search and retrieval from Confluence using the Model Context Protocol. It allows users to search documents via CQL and fetch page content as text for use within Claude.

membot

Provides a persistent, versioned, and searchable context store for AI agents with local embedding and hybrid search.

coreason_mcp_registry

Enables discovering and managing MCP servers through a registry, supporting listing, searching, and configuration.

EMBA-MCP

An MCP server for EMBA firmware analysis that exposes structured security findings and tools to LLMs. It enables users to programmatically query, reason over, and correlate firmware analysis results such as kernel details, SBOMs, and attack paths.

quanttogo-mcp

Macro-factor quantitative trading signals for AI agents. 8 tools covering strategy discovery, live signal retrieval, and self-service trial registration. Covers US and A-Share markets with forward-tracked performance.

FreeloMCP

O Servidor Freelo MCP fornece uma interface para comunicação com a API Freelo usando o Protocolo de Contexto de Modelo (MCP). Ele permite a integração do Freelo em assistentes de IA como Cline, Claude e outros que suportam o protocolo MCP.

Ukrainian Statistics MCP Server

Provides seamless access to official Ukrainian government statistics from the State Statistics Service via their SDMX API. It enables users to query bilingual datasets across domains like energy, demographics, and trade using flexible filtering and metadata exploration tools.