Discover Awesome MCP Servers

AWS AgentCore MCP Server

Provides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.

journey-log

This MCP server integrates with Journey Log to automatically document development journeys, enabling AI assistants to create, update, and retrieve documents, capture conversations, and manage code snippets.

ChemDraw Server

Provides chemical informatics endpoints for converting between chemical names and SMILES, processing molecule structures, and comparing molecules, with MCP compatibility.

TON Dev Skills MCP Server

Enables AI assistants to audit, migrate, scaffold, and manage TON smart contracts using the TON Dev Skills platform.

MemoryIQ

Enables AI tools to access and contribute to shared semantic memory, supporting search, capture, and curation of knowledge across multiple brains via the MCP protocol.

GeoIP MCP Server

An MCP server that provides IP geolocation services using MaxMind's GeoIP2 databases, allowing users to retrieve geographical information for single or multiple IP addresses including country, city, coordinates, and ASN details.

Korea Stocks MCP

A read-only MCP server skeleton for Korean stocks data, with tool stubs for stock quotes, orderbooks, and DART filings; all data tools currently return a NOT_IMPLEMENTED error.

Banking MCP Server (MongoDB Backend)

Enables basic banking operations (CRUD) with persistent MongoDB storage, supporting account management and money transfers.

agent-toolbelt

Agent Toolbelt is an MCP server exposing 11 focused API tools for LLM agents — schema generation, text extraction, token counting, CSV conversion, Markdown conversion, URL metadata, regex builder, cron expressions, address normalization, color palettes, and brand kits. Each tool is a focused microservice with structured input/output, WCAG-scored color data, USPS address parsing, and multi-model to

ScrapeOps MCP Server

Enables AI agents to browse the web, bypass anti-bots, render JavaScript, take screenshots, and perform structured data extraction using the ScrapeOps Proxy API.

Build Runner MCP Server

Provides structured build, compile, and test operations with parsed output to reduce token usage and improve readability.

mac-messages-mcp

Enables sending and reading iMessages and SMS messages through the macOS Messages app via MCP.

Qdrant MCP Server

Enables storing and retrieving information using semantic search with Qdrant vector database. Acts as a memory layer for LLMs to persistently store and semantically search through information and metadata.

openchronicle-mcp

Persistent memory database for LLM agents with hybrid semantic/keyword search, project scoping, and git commit clustering.

OpenContext

An MCP server that connects to open data portals like CKAN and Socrata, enabling natural language querying of datasets via Claude.

avots-mcp

Hosted multi-model AI media + chat MCP server. Generates images, video, audio, face-swaps and talking-avatars, and chats across 300+ models (Claude, GPT, Gemini, DeepSeek…) - all from one balance and one API key.

mcp-weatherapi

Provides weather data tools using the WeatherAPI.com service, including current conditions, forecasts, location search, astronomy, and air quality.

CISA M365

このMCPサーバーは、Microsoft 365クラウドサービスに関するCSA BOD 25-01の要件に従って、さまざまなポリシーを実装しています。

Projectmem

Local-first memory layer for AI coding agents — captures issues, attempts, fixes, and decisions, and warns at git commit before you repeat a mistake.

perplexity-unofficial-mcp

Unofficial MCP server that wraps the Perplexity AI web API via browser cookies, enabling search, research, reasoning, and ask tools through STDIO.

gammaray-mcp-bridge

Bridges GammaRay probe introspection data into MCP tools, enabling LLMs to inspect and debug Qt Quick/QML scene graphs, items, geometry, materials, and Qt Widgets.

Arduino MCP Server

Enables AI assistants like Claude to control Arduino boards in real-time, allowing users to turn LEDs on and off through natural language commands using the Model Context Protocol and Firmata.

mcp-hayabusa

Enables forensic analysis of Windows event logs (.evtx) using Hayabusa, providing tools for timeline generation, threat hunting, and rule updates via MCP.

iPhone MCP Server

Enables iPhone automation through Appium integration, allowing users to control apps, capture screenshots, interact with UI elements, and perform touch operations via natural language commands.

APIWeaver

Dynamically creates MCP servers from web API configurations, enabling AI assistants to interact with any REST API, GraphQL endpoint, or web service.

ftx-mcp

Talk to your FactoryTalk Optix project. ftx-mcp connects AI tools to FactoryTalk Optix Studio on your Windows machine, so you can build and change HMI screens by describing what you want.

memory-mcp

A local-first MCP server that exposes personal notes and files as unified semantic context for AI agents via vector search and file monitoring.

Azure Functions MCP Server

Hosts MCP tools for weather queries and On-Behalf-Of flow, enabling Copilot to retrieve weather data and user info via Azure Functions.

SanTech Content Engine MCP Server

Enables YouTube competitor research, signal analysis, and transcript-aware pack building for content ideation and scriptwriting.