Discover Awesome MCP Servers

MCP Tool Server

Reference implementation of a Model Context Protocol server for integrating external APIs as agent tools. Includes built-in tools for weather, database queries, web search, and calculations, with authentication, rate limiting, and logging.

Lenny's Wisdom MCP Server

Provides structured access to actionable insights, frameworks, and leadership advice curated from episodes of Lenny's Podcast. It enables users to search for specific product management situations, compare guest perspectives, and browse a catalog of industry frameworks.

mcp-browser

Self-hosted MCP server for browser automation with stealth patches, offering 50 tools for navigation, scraping, and session configuration. Runs via Docker and supports remote control from any MCP client.

taiwan-holiday

A Taiwan holiday query server based on Model Context Protocol (MCP), providing accurate information on scheduled holidays and make-up working days, supporting multiple query methods and integration with AI tools.

audio-mcp

Local MCP server for macOS that captures microphone input and/or system audio output into explicit, user-defined sessions and exposes the raw WAV audio to AI agents through MCP tools.

deepkolor-mcp

An MCP server enabling AI image and video generation through DeepKolor's API with 'generate_image', 'generate_video', and 'get_task' tools for asynchronous media creation.

nexus-browser-mcp

A browser-automation MCP server built on Playwright that provides deterministic snapshots via MutationObserver/requestAnimationFrame, HITL governance, multi-task isolation, and self-healing browser sessions for LLM-driven browsing.

m365-radar

An MCP server that provides offline searchable Microsoft 365 roadmap data and live Azure status, enabling AI agents to answer questions about upcoming features, roadmap changes, and Azure incidents.

Paint MCP

Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create digital art using standard shapes and freehand paths. It features a specialized oil paint mode that simulates realistic color mixing, paint depletion, and textured brush strokes.

Observe MCP Server

A Model Context Protocol server that provides access to Observe API functionality, enabling LLMs to execute OPAL queries, manage datasets/monitors, and leverage vector search for documentation and troubleshooting runbooks.

Social Media Scraper - Custom MCP Server

Enables scraping of LinkedIn, Facebook, Instagram profiles and Google search via a Model Context Protocol server, allowing AI assistants to fetch social media data and search results.

RiskProbe Agent

Local-first MCP server for credit risk analysis. It enables explainable rule discovery, statistical validation, PSI drift monitoring, and root-cause diagnosis on user-approved Parquet data while preserving privacy.

NinjaTrader 8 MCP Server

Enables Claude Code to directly access NinjaTrader 8 accounts, positions, orders, market data, charts, and strategy management through a NinjaScript Add-On.

Axonity Flow MCP Server

Enables AI agents to author and manage workflows, agents, tools, skills, policies, and reference docs in an Axonity tenant via the public REST API, with guardrails preventing direct publishing and secret exposure.

lab-ops

MCP server that converts SSH operations on training servers into AI-callable tools for GPU monitoring, job submission, file transfer, and more.

local-agent-mcp

Enables ChatGPT to work directly on local projects by reading files, editing code, running tests and commands, inspecting Git state, and managing durable workflows, with optional delegation to local Codex agents for complex tasks.

web-research-mcp

Enables bounded web research through DuckDuckGo search and retrieval of public HTTPS pages as readable text, Markdown, JSON, or XML, with optional excerpt matching and strict safety validation.

Cupcake MCP Server

Enables users to search and retrieve cupcake order records through natural language queries. Provides search functionality across order details and fetches complete order information by ID.

ai-memory-mcp

MCP server providing permanent, intelligent memory for AI coding assistants with retrieval, Hebbian learning, and governance, plus personal memory modules for accounts, habits, experiences, knowledge, and lifestyle. Enables AI assistants to recall project context across sessions and manage personal data securely.

bc-code-intelligence-mcp

Provides AI-powered assistance for Microsoft Business Central (BC) development, enabling users to get expert help with debugging, coding, upgrades, testing, and more through specialized AI agents.

worksmobile-mcp

Unofficial MCP server for NAVER WORKS Drive admin tasks, enabling shared-drive governance, permission management, and file operations via service-account delegation.

Apps Script MCP

Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

NZBGet MCP Server

Enables users to control and monitor NZBGet Usenet downloads through natural language using MCP-compatible clients. It provides 17 tools for managing download queues, tracking history, and adjusting server settings like speed limits.

@cyanheads/uniprot-mcp-server

Search UniProtKB by protein function, fetch curated records, map IDs across databases, and pull reference proteomes, taxonomy, and sequences via MCP. Supports both STDIO and Streamable HTTP transports.

Reputation Intelligence MCP Server

Analyzes and compares product reputation using data from Reddit, Hacker News, and YouTube, providing sentiment and dimensional scores.

AgentGo MCP Service

A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

Cocktails MCP

Enables searching for cocktail recipes by name, ingredient, or randomly, and retrieving full cocktail details including ingredients, measurements, and instructions via TheCocktailDB API.

BNM-MCP

Este é um servidor MCP (Provedor de Contexto de Modelo) para a OpenAPI do BNM (Banco Negara Malaysia). Ele cobre apenas um subconjunto da API do BNM.

MCPHub

A centralized management platform that aggregates multiple Model Context Protocol (MCP) servers into a single unified endpoint for AI agents. It provides a web interface for hot-swappable tool management, proxying of existing servers, and AI-powered generation of custom MCP plugins.

Flowise MCP Server

A Model Context Protocol server that enables LLM tools to create, manage, and run Flowise chatflows and agentflows programmatically.