Discover Awesome MCP Servers

Yuque MCP Server

Enables access to Yuque (语雀) documentation through cookie-based authentication, supporting document retrieval, search, TOC navigation, and content management from knowledge bases via URL or namespace.

MCP Playwright Weather Israel

An MCP server that uses Playwright to browse Israeli weather forecasts from weather2day.co.il, allowing LLMs to control a browser to fetch real-time weather data.

sundial

MCP server for Sundial, enabling AI assistants to control Corsair iCUE lighting, manage presets, and configure automation based on sunrise/sunset.

Volume Wall Detector MCP

An MCP server that analyzes stock trading volume to identify significant price levels (volume walls), supporting features like order book data fetching, trade analysis, and volume distribution tracking.

Merkl MCP Server

MCP server providing tools to search, get, and aggregate Merkl opportunities. Enables querying campaign data, APRs, TVL, and more through natural language.

MachFive Cold Email

Generate hyper-personalized cold email sequences per lead via AI. List campaigns, generate emails for individual leads or batches, and export results as CSV or JSON.

ca-scene-mcp

Enables prompt-driven scene generation for computer animation using a JSON-serializable scene model and physics simulation backend.

openrouter-admin-mcp

MCP server for OpenRouter's management API, enabling programmatic control of credits, inference keys, guardrails, and usage analytics from MCP-compatible clients.

jumuia-mcp

MCP server for Kenya community finance — SACCO finder, chama formation, cooperative benefits, loan guides, member rights.

mcp_photo

MCP server for generating and editing images using OpenRouter API, with support for multiple models and dynamic model discovery. Runs in Docker and integrates with Claude Desktop via stdio transport.

nano-vm-mcp

Governed agent execution gateway for LLM workflows, providing deterministic FSM-based execution, audit trails, and idempotency guarantees via MCP.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

MCP Releases Server

An MCP server that provides GitHub release information through the Model Context Protocol. It features a tool to retrieve the latest stable release version of any specified GitHub repository.

Limitless MCP Server

Connects AI assistants to personal lifelog data from Limitless AI, enabling users to search and retrieve memories, recordings, and meeting notes. It allows for natural language querying of personal history and provides AI-generated daily summaries within MCP-compatible applications.

Prompt Lab MCP Server

Enables prompt optimization loops and regression test suites for Claude Code, with a companion web UI for real-time visualization of scores and prompt revisions.

google-ads-mcp-server

A FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to MCP Clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and keyword research capabilities.

SEO Checker AI MCP

SEO Checker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

ArvanCloud MCP Server

Enables AI agents to manage the entire ArvanCloud platform (compute, networking, storage, CDN, DNS, etc.) plus a cloud-DevOps toolbox for provisioning, Kubernetes, IaC, security, and networking through natural language.

tube-search-mcp

Search archived YouTube videos — including deleted, private, or region-blocked content. 1B+ videos indexed since 2005, with AI summaries, subtitles, and transcripts.

ScopeMCP

An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enabling waveform capture, measurement retrieval, and remote control of scope settings.

klone-mcp

A minimal MCP server for UW Hyak (klone) that exposes tools to run shell commands and write files remotely, along with documentation resources for klone-specific utilities.

Simple Task MCP Server

A straightforward task management system enabling sequential task tracking, completion, and progress management through simple function calls or natural language commands.

mcp-server-mcsa

Enables predictive maintenance for electric motors by analyzing stator current signals to detect faults like broken rotor bars, bearing defects, and eccentricity, using spectral and envelope analysis techniques.

APISIX Admin MCP Server

Read-only MCP tools for querying APISIX routes, upstreams, services, and plugins across environments, without giving direct access to the admin API.

google-tasks-mcp

Enables AI assistants to manage Google Tasks, including listing, creating, updating, deleting, and completing tasks via the Google Tasks API.

MCP Gateway

A universal gateway that aggregates multiple MCP servers into a single interface while providing advanced token optimization, result filtering, and automated summarization. It enables efficient management of large tool catalogs and reduces context usage by up to 95% for major AI clients.

COPT-MCP

Enables AI assistants to access COPT solver documentation, example code, and citation formats via MCP protocol, reducing hallucinations when using COPT interfaces.

Weather Server

Provides access to weather alerts and forecasts for US locations using the National Weather Service public APIs.