Discover Awesome MCP Servers

macOS App Launcher

A fast MCP server for opening, focusing, and quitting macOS apps, and opening URLs in the browser, usable by voice or from any MCP client.

attest-mcp

MCP server for Spazio Genesi's attestation service that enables AI agents to attest, verify, and check digital works with full privacy, as file bytes never leave the device.

grantconnect-au

Enables searching and analyzing Australian Commonwealth grant opportunities and awarded grants from grants.gov.au, including recipient lookups and coverage checks.

stylelint-mcp

Enables AI models to run Stylelint on CSS files and fix linting warnings directly through the Model Context Protocol.

MemoryBase MCP Server

MCP server that logs insights from Claude sessions and sends them via HTTP to a server for Telegram notification and storage in memoryBase.

unitypilot

MCP server that lets AI agents drive the full Unity lifecycle on macOS without opening the Unity Editor.

yagoo-mcp-server

Enables AI agents to discover and recommend other agents through a searchable directory of over 50 agents across 10 categories.

Zhipu AI Image Generator MCP Server

Enables text-to-image generation using Zhipu AI's CogView4 model with support for multiple image sizes (1024x1024, 768x768, 576x1024) and automatic local saving of generated images.

grazer-mcp

Multi-platform content discovery for AI agents over MCP — graze worthy content across BoTTube and an extensible set of sources.

Malaysian Weather MCP Server

Provides real-time weather forecasts for locations across Malaysia by fetching data directly from MET Malaysia's API. It enables AI assistants to query today's conditions and seven-day forecasts for states, districts, and towns.

Mistral OCR MCP Server

Extracts text and images from PDFs and image files using the Mistral OCR API, with a security sandbox for file writes.

GitLab MCP

Exposes the GitLab REST API to MCP clients for managing projects, issues, merge requests, repositories, and CI/CD pipelines. It is multi-tenant, allowing each user to authenticate with their own token and instance URL.

cn-financial-mcp

Provides access to Chinese mainland financial data including A-stock quotes, financial statements, industry analysis, and macroeconomics through 42 MCP tools, with automatic data source fallback and no API key required.

MySQL MCP Server

This server connects to MySQL databases, enabling listing databases and tables, describing table schemas, and executing read-only SQL queries with optional write support and SSL security.

Resonant Mind

MCP server providing persistent cognitive infrastructure including semantic memory, emotional processing, identity continuity, and a subconscious daemon for pattern analysis.

fallhome-mcp

MCP stdio server wrapping the fallhome SDK to enable sovereign, offline-capable, and cryptographically signed management of professional service workflows for autonomous agents and human developers.

guru-pk-mcp

An MCP server that enables multi-round AI expert debates with dynamic expert generation, cross-debate, and Tufte-style infographic export.

Yamcs MCP Server

Enables AI assistants to interact with Yamcs mission control systems through natural language, providing tools and resources for telemetry, commands, links, storage, instances, and alarms.

strava-mcp

Máy chủ MCP cho Strava

Weather MCP Server

Enables real-time weather queries for 12 major Chinese cities and global cities using the wttr.in API. Provides tools to get weather, list supported cities, and server info.

R2R FastMCP Server

Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling semantic search across knowledge bases and RAG-based question answering with support for vector, graph, web, and document search.

artifactgraph

Enables local-first analysis of platform specifications against registries, identifying gaps and generating allowlisted code for Cursor and CLI workflows.

mcp-calculator

An MCP server that integrates the MathJS library to provide AI models with advanced calculation capabilities, including support for complex numbers, matrices, and unit conversions. It supports both stdio and HTTP transports for seamless integration with clients like Claude Desktop and GitHub Copilot.

Jira MCP Server

Connects Jira with Claude, enabling users to search issues, view issue details, update issues, add comments, and retrieve project information through natural language commands.

Unofficial WCA MCP Server

Enables AI assistants to access World Cube Association speedcubing data including world records, competitor profiles, competition information, and championship results. Supports queries about rankings, competition schedules, and detailed speedcubing statistics through natural language.

Azure DevOps MCP Server

Enables interaction with Azure DevOps work items through AI assistants like VS Code/GitHub Copilot. Supports fetching work item details and updating work item statuses using natural language commands.

MCP Alchemy Server

Provides access to financial transaction data from XB database, enabling lookup of payout transactions by UUID or Client Transaction ID.

MSSQL MCP Server (Streamable HTTP)

Provides MCP tools to query and inspect Microsoft SQL Server databases via a Streamable HTTP transport, including tools for running T-SQL queries, previewing tables, and retrieving schema context.

memory-quality-mcp

Audits your Claude Code memory store with 4-dimension quality scoring and actionable cleanup recommendations, including a visual dashboard.

Network MCP Lab

MCP server for executing show commands and managing Cisco IOS-XE network devices via async SSH using Scrapli.