Discover Awesome MCP Servers

proofdrop-mcp

Enables AI agents to upload temporary public review artifacts (screenshots, screen recordings) to Neon Storage and obtain shareable URLs for use in GitHub PR descriptions, issue comments, and agent reports.

figma-to-markdown-mcp

Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM token consumption.

mark-coach-mcp

Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI coaching assistant for ecommerce and Facebook Ads.

sprklai/zenii

Zenii is a local AI backend with persistent memory, 18 tools, and 114 API routes. MCP server exposes all tools via stdio transport. * Transport: stdio * Command: zenii-mcp-server --transport stdio * Language: Rust * License: MIT

nexus-exchange-mcp

An MCP server that exposes the Nexus Exchange API as tools an AI agent can call to read market data and place trades.

agentdrop-mcp

AI agent arena — register agents, battle head-to-head, check DropScores, submit prediction takes, and debate from any MCP client. Deploy real HTTPS endpoint agents or use hosted fallback.

directory-indexer

Provides AI assistants with semantic search and read access to local files and directories, enabling knowledge retrieval from indexed content.

AceDataCloud MCP Server

Manages your AceDataCloud account through the platform management API, enabling balance checks, usage/spend lookup, API key management, order creation/payment, announcement publishing, and more.

Sketch MCP

An official MCP server that allows AI clients to interact with Sketch designs, enabling exploration, iteration, asset export, and more.

condensation-mcp

Enables users to assess condensation and mold risk for building surfaces using physics-based calculations (dew point, surface temperature, critical thresholds), with support for real-time weather data and prescription generation.

mcp-wait

Provides a wait tool for AI agents to pause execution until a time duration elapses or a process terminates, useful for polling and waiting for builds/deployments.

japan-tariff-mcp

An MCP server for searching Japanese tariff data by keywords, HS codes, and more, enabling AI agents to access tariff information.

My First MCP Server

An AI-powered MCP server that provides development tools for code analysis, documentation, and project management including code pattern extraction, humorous code reviews, TODO scanning, and PRD generation.

UniAuto MCP Server

Server Otomatisasi Pengujian Universal MCP dengan kemampuan pemulihan mandiri dan integrasi Smithery.ai.

mc-mcp-server

Enables AI-driven interactions with Minecraft through a WebSocket-based server and MCP protocol, allowing external MCP clients and in-game chat to trigger AI tools.

Playwright Fetch MCP Server

Provides web content fetching capabilities using Playwright browser automation, enabling LLMs to retrieve and process JavaScript-rendered content from web pages and convert HTML to markdown for easier consumption.

Stoa

Persistent shared memory for AI coding agents that turns a folder of markdown files into searchable memory across sessions, repos, and machines.

fix-mcp

MCP server for AI-assisted trading operations, enabling agents to diagnose and resolve FIX, OMS, and venue incidents through controlled tools and human approval.

Nodit Mcp Server Poc

Nodit API MCP Server POC

run402-mcp

Enables users to provision, manage, and query AI-native Postgres databases directly from MCP-compatible clients using x402 micropayments. It supports executing SQL, performing REST API interactions via PostgREST, and managing database leases and file storage.

Capture Win MCP

Enables AI assistants to interact with macOS windows through yabai, providing window listing organized by Spaces and screenshot capture capabilities.

Study Database MCP

An MCP server that provides deterministic math computation (numeric, symbolic, unit, matrix) and hybrid retrieval over study notes/textbooks with citations, helping Claude become a reliable study partner.

featherless

Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, including search, read, and clinical context aggregation, with built-in Chart.js dashboards for visualizing lab trends, vitals, and patient data.

openai-agents-chat-demo

Demo obrolan agen OpenAI. Integrasi LLM kustom dan server MCP serta alat fungsi.

mem0-mcp-toggle

A local Mem0 MCP server for macOS with a menu bar toggle, storing memories locally in Chroma and using any OpenAI-compatible LLM for fact extraction.

Excel Analytics MCP Server

Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.

rag-rat

Local repo-intelligence MCP for coding agents: indexes source, symbols, call graphs, git/GitHub history, and source-bound repo memories into local database.

youtube-playlists-mcp

A simple MCP server to manage YouTube playlists built in TypeScript.

memory-mcp-server

Gives any AI tool persistent, searchable memory across sessions using hybrid semantic and keyword search, running 100% locally with no API keys or cloud dependencies.

mcp-whatsapp

MCP server that connects AI agents to WhatsApp using the multi-device API, enabling messaging, group management, and more as a regular user.