Discover Awesome MCP Servers

memoir

An MCP memory server that gives AI tools persistent memory across sessions, tools, and machines. It supports 11 AI coding tools, with features like sync, migrate, and consolidate.

bcquality-mcp

Exposes Microsoft BCQuality repository (Business Central development best practices) as structured tools for AI agents, enabling rule discovery, search, and application via MCP protocol.

WAHA MCP Server

Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP API) platform. Supports chat management, message operations including sending/receiving messages, and marking chats as read.

WinCC Unified MCP Server

Enables AI assistants to interact with SIEMENS WinCC Unified SCADA systems through their GraphQL API, supporting operations like reading/writing tag values, browsing objects, querying historical data, and managing alarms.

ORZ MCP

Provides web search capabilities across multiple engines and webpage content fetching to simplified Markdown. It enables AI assistants to access real-time internet information and extract text from specific URLs.

Modal MCP Stock Analysis Server

Provides real-time stock analysis tools including price lookup, comprehensive investment scoring, and company-to-ticker conversion through a MCP interface.

SSH MCP Server

A local Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH connections.

Packager-MCP

Transforms AI assistants into expert Windows application packaging assistants for Microsoft Intune, enabling automated creation of deployment packages with PowerShell App Deployment Toolkit (PSADT) scripts, silent install arguments, and detection rules.

mcp-chzzk

Enables querying the Chzzk live-streaming platform for channels, live broadcasts, search, and VODs using natural language.

PR-Splitter-MCP

An MCP server that intelligently splits large pull requests into multiple smaller ones for improved code review and KPI tracking, integrating seamlessly with coding-flow.

Cresium MCP Server

Enables AI tools to manage financial operations through the Cresium Partner API, including transactions, payments, invoices, and wallet balances. It supports secure workflows such as bank address lookups, transfer previews, and signature request management.

Aws Claw

Provides a comprehensive suite of tools for interacting with AWS services like S3, EC2, and Lambda using natural language commands. It enables AI assistants to inspect, manage, and operate AWS resources directly through the Model Context Protocol using your local credentials.

SiYuan Note MCP Server

一个与思源笔记系统集成的 MCP 服务器实现，使 AI 模型能够通过全面的命令访问和操作笔记数据，这些命令涵盖笔记本管理、文档操作和内容操作。

JSON Query MCP

A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.

mcp-whatsapp-web

Whatsapp-Web MCP

Slack MCP Server

A read-only MCP server that enables AI assistants to access Slack workspace data, including channels, messages, threads, and user information.

Tunnel Manager

MCP server for managing SSH tunnels and remote hosts, offering tools for host inventory, file operations, security scanning, and SSH configuration.

uspto-patents-mcp

US patent search, full-text retrieval, claim extraction, citation graph, and weekly grant alerts for R\&D, biotech, and IP-law audiences.

Miden MCP Server

面向开发者的 Miden MCP 服务器 (Miànxiàng kāifāzhě de Miden MCP fúwùqì)

スマレジMCPサーバー

Enables LLMs to generate code for interacting with the Smaregi platform API by providing API usage documentation, but does not call the actual API.

coreason_multi_agent_debate

Dynamic multi-agent debate MCP server for structured argumentation and reasoning among AI agents.

Forest Fire Visualization MCP Server

一个基于 Python 的 MCP 服务器，用于收集、分析和可视化地图上的森林火灾发生数据，允许用户访问区域火灾信息、风险分析和地图可视化。

sonarqube-mcp

MCP server that exposes SonarQube data as AI agent tools, enabling project discovery, quality gates, measures, issues, hotspots, rule explanations, source code, and raw API access.

chrome-devtools-mcp-fork

Enables debugging of web applications by connecting Claude to Chrome's developer tools through MCP, allowing network monitoring, console inspection, and performance analysis via natural language.

seedflip-mcp

Give your AI coding agent design taste. 104 curated design seeds with colors, fonts, spacing, and shadows. Query by vibe, brand, or style.

GC-MCP

Enables AI assistants to access and query Garmin Connect health and fitness data, including sleep, HRV, training load, and activities, with an optional coaching plugin for personalized training plans.

symbolic_math_mcp

A standalone FastMCP server that validates symbolic math proof files in YAML format using the symbolic-math-verify library.

fitness-agent-mcp

A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, and Copilot, enabling user profiles, workout/diet plans, calendar scheduling, and gamification via MCP and REST APIs.

Vercel MCP

An MCP server that provides various tools for interacting with the Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language commands.

Relay Protocol MCP Server

Enables cross-chain bridging, multi-chain token swaps, and real-time pricing across over 50 blockchain networks using the Relay Protocol REST API. It allows users to browse thousands of tokens, generate quotes, and monitor transaction status directly through natural language.