Discover Awesome MCP Servers

mcp-golang-server

Provides Go language tools for LLMs to analyze, test, and format Go code.

Dataverse MCP Server

Enables schema operations in Microsoft Dataverse using the Model Context Protocol, allowing users to create and manage tables, columns, relationships, and option sets through the Dataverse Web API.

DocuGenerate MCP Server

A local MCP server that wraps the DocuGenerate API to generate documents (invoices, contracts, letters) from templates via natural language commands.

YNAB MCP Server

Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budgets, accounts, transactions, and more through natural language.

token-lens-mcp

Enables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions.

SDMX MCP Gateway

An MCP server providing progressive discovery tools for SDMX statistical data, enabling AI agents to explore and access SDMX-compliant repositories through interactive tools, resources, and prompts.

mcp-denue

INEGI DENUE MCP — Mexico's directory of economic units (~6M businesses).

Indodax

Serve Indodax Public market data: server time, pairs, ticker, all tickers, summaries, order book, trades, OHLC, and price increments. Private account data: account info, balances, transactions, and trade history. Spot trading: buy, sell, cancel, cancel by client order ID, cancel all, and deadman countdown. Funding: withdrawal fee lookup.

Vanna AI MCP Server

An MCP server that uses Vanna AI and Azure OpenAI to translate natural language questions into SQL queries and execute them against a SQLite financial database, with detailed logging and cost tracking.

huiwen-mcp

Enables AI clients to securely query library catalog data, holdings, availability, and statistics from the Huiben library management system via a read-only MCP server.

Country Explorer Athena Agent

An MCP server that provides country information lookup and an interactive dashboard, exposing a get_country_info tool and HTTP endpoints for querying demographic, geographic, and economic data.

@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.

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.

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.

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.

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.

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.

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.