Discover Awesome MCP Servers

TrainerML

Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.

Central-Memory-MCP

Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory

Pine Assistant MCP Server

A local MCP server that lets any LLM agent manage Pine AI tasks — negotiate bills, cancel subscriptions, resolve disputes, and make phone calls on your behalf.

google-slides-mcp

Enables low-level interaction with Google Slides API, including template reuse, element bounding box editing, slide rendering, and batch updates for automated slide deck creation.

Universal Database Gateway

Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc.

AEM Block Collection MCP Server

Enables access to AEM block metadata by reading structured information from blocks.json files. Provides a simple tool to list available blocks with their descriptions, file paths, and counts.

BugForge MCP Server

Enables transforming raw bug notes into structured defect reports (Summary, Steps, Expected vs Actual, Priority) via a prompt template.

TickTick MCP

Enables AI assistants to manage TickTick tasks through natural language, including creating, updating, completing, and deleting tasks, as well as managing projects.

Pipedrive MCP Server

Enables LLMs like Claude to interact with Pipedrive CRM data through a standardized interface, providing 22 tools for managing deals, persons, organizations, activities, and more.

mcp-reunion

MCP server providing 96 tools across 21 modules for La Réunion (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, and environment. Powered by data.regionreunion.com and data.gouv.fr.

Metabase AI Assistant

Enables AI-powered interaction with Metabase instances and PostgreSQL databases through natural language. Creates models, SQL queries, metrics, and dashboards using both Metabase API and direct database connections.

MCP Server for MySQL based on NodeJS

Mirror of

gdb-multiarch-mcp

An MCP server providing direct access to gdb-multiarch for debugging Nintendo Switch executables on Yuzu or hardware via a GDB stub. It features specialized tools for offset-based breakpoints, instruction patching, and frame-pointer backtraces relative to the game's base address.

Network MCP Server

Enables AI agents to interact with Cisco IOS-XE network devices over SSH using structured tools. Provides read and write capabilities for network management with built-in validation and security.

Meta-MCP Server

A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.

HydraMCP

An MCP server that enables users to query, compare, and synthesize responses from multiple local and cloud LLMs simultaneously using existing subscriptions. It provides tools for parallel model evaluation, consensus polling with an LLM-as-judge, and response synthesis across different model providers.

shirabe-calendar-api

Japanese calendar API for AI agents. Provides Rokuyo, Rekichu, Eto, 24 Solar Terms, and fortune judgments. MCP + REST API.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, allowing tools to be used from clients like Cloudflare AI Playground or Claude Desktop.

Minimal MCP Server for AutoCAD DWG

A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

HubSpot MCP Server

Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot data, allowing users to create/update CRM records, manage associations, and gain insights through natural language.

Rec-MCP

A Model Context Protocol server that enables searching for camping facilities and recreational areas using Recreation.gov's API and Google Maps Geocoding.

MCPMan

A Model Context Protocol server manager that acts as a proxy/multiplexer, enabling connections to multiple MCP servers simultaneously and providing JavaScript code execution with access to all connected MCP tools. Supports both stdio and HTTP transports with OAuth authentication, batch tool invocation, and dynamic server management.

Mattermost MCP Server

Enables comprehensive Mattermost administration and operations, including managing users, teams, channels, messages, plugins, and admin console settings through MCP tools.

arduino-mcp-server

Enables AI assistants to compile, upload, and monitor Arduino boards via natural language, with electrical safety checks and dependency management.

C++ Graph-RAG MCP Server

A Model Context Protocol server for analyzing large C++ codebases with semantic search, crash dump analysis, and a web UI for configuration.

luogu-mcp-server

A read-only MCP server for discovering and fetching Luogu problems, training sets, and user profiles.

zotero-mcp

MCP server that lets AI assistants search, create, organize, and cite from a Zotero library.

aiowhitebit-mcp

MCP server for WhiteBit cryptocurrency exchange API, enabling market data retrieval, order book access, and real-time WebSocket streams.

Oura Ring MCP Server

A Model Context Protocol server that provides access to Oura Ring health and fitness data through the Oura API v2, enabling retrieval of sleep, activity, readiness, and other health metrics.