Discover Awesome MCP Servers

jira-minimal-mcp

Minimal MCP server for Jira with configurable tools to reduce token usage, starting from ~150 tokens for basic issue retrieval.

demandscope

MCP server that provides demand-signal scanning tools from GitHub, Hacker News, npm, and PyPI to validate digital-product and dev-tool ideas. Enables agents to query repo signals, trends, and download counts via stdio JSON-RPC.

Confluence MCP Server

Enables integration with Atlassian Confluence to browse spaces, search content using CQL, and manage pages directly from MCP-compatible applications. It automatically converts Confluence storage formats into markdown for seamless interaction with AI-driven editors and tools.

musfiraai-mcp-server

Exposes Musfiraai's company info, services, AI stack, FAQ, reviews, and contact details as MCP tools/resources/prompts, enabling any MCP-compatible AI client to query this data via natural language.

trae-memory

智能记忆系统，为TRAE IDE提供自动对话记录、上下文恢复和任务管理功能。

MCP Tailwind Gemini Server

Advanced Model Context Protocol server that integrates Gemini AI with Tailwind CSS, providing intelligent component generation, class optimization, and cross-platform design assistance across major development environments.

herald

An MCP server that allows AI assistants to send formatted text, files, and updates to Telegram topics, and to capture incoming messages from work chats into a local inbox for retrieval.

ha-mcp

A self-hosted MCP server for Home Assistant that exposes full control over entity states, service calls, history, templates, and areas via local stdio, enabling AI assistants to manage your smart home.

Bureau of Economic Analysis (BEA) MCP Server

Provides access to comprehensive U.S. economic data including GDP, personal income, and regional statistics via the Bureau of Economic Analysis API. It enables users to query datasets and retrieve specific economic indicators for states, counties, and industries through natural language.

withings-mcp

Read-only Model Context Protocol server for Withings weight and body-composition history, providing normalized measurements, weight history, and latest measurements via OAuth 2.0.

mcp-servers

Servidores MCP (Minecraft Protocol) em um ambiente serverless.

Medikode Medical Coding MCP Server

Enables AI assistants to access Medikode's medical coding platform for validating CPT/ICD-10 codes, performing chart quality assurance, parsing EOBs, calculating RAF scores, and extracting HCC codes from clinical documentation.

Skyvern MCP

Skyvern MCP server lets AI agents control a real browser to navigate websites, fill forms, authenticate, and extract structured data. Supports multi-step automation workflows via natural language.

a207-his-mcp

Read-only MCP server providing pediatric CKD patient master data with tools for patient profiles, diagnosis, nutrition ceilings, guardian verification, and patient lists, designed for the CKDNutri project.

GitHub Agent MCP Server

Enables AI agents to interact with GitHub via natural language, supporting repository management, issue tracking, file commits, and more.

TickDB MCP

Unified real-time & historical market data API for Forex, stocks (US/HK/A-share), crypto, indices & precious metals. Tick, order book depth & K-line via REST + WebSocket. AI-native: MCP server, Skill & CLI.

Hyperion V2

Universal MCP server that enables any LLM agent (Claude, Cursor, Cline) to control a real Chrome browser with 5 perception engines, resilient heartbeat, and real-time vision streaming.

context-ledger

Provides local, explicitly scoped memory for coding agents via MCP, storing durable project knowledge in a per-repository SQLite database with tools to record, search, and retrieve context.

kd-mcp

Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-mcp for guest VM setup over WinRM.

AgentGuard MCP

A protected Model Context Protocol server that gives AI agents distinct machine identities, enforces least-privilege OAuth permissions, applies contextual authorization policies, and pauses sensitive actions for human approval.

Image Process MCP Server

Um servidor MCP para processamento de imagens que utiliza a biblioteca Sharp para fornecer funcionalidades de manipulação de imagem.

claude-session-bus

Enables coordination and communication between multiple Claude Code sessions across machines via a chat server, providing tools for sending messages, waiting for responses, and managing session status.

CRM Agent Tools

Provides Claude agents with CRM contact lookup, action logging, and prompt cost auditing tools. Includes a Streamlit UI to demo the same tools without an MCP client.

pixso-mcp-server

Brings Pixso design context into AI coding workflows, enabling AI assistants to understand design layers, component variants, variables, and local styles for design-to-code tasks.

Nano Banana Pro AI MCP Server

Exposes the Nano Banana Pro AI knowledge surface (image generation workflows, styles, pricing, FAQ, official links) to MCP-compatible AI clients such as Claude Desktop, Cursor, and Windsurf, enabling querying of image editing capabilities and pricing information without API keys.

Slack Universal MCP Server

Provides a standardized interface for interacting with Slack's tools and services through a unified API, enabling integration with MCP-compliant applications.

Bitbucket Cloud MCP Server

Enables AI assistants to read Bitbucket Cloud pull requests and diffs through natural conversation.

Mcp Akshare

AKShare é uma biblioteca de interface de dados financeiros baseada em Python, com o objetivo de implementar um conjunto de ferramentas para dados fundamentais, dados de mercado em tempo real e históricos, e dados derivados de produtos financeiros como ações, futuros, opções, fundos, câmbio, títulos, índices e criptomoedas, desde a coleta de dados, limpeza de dados até o armazenamento de dados, principalmente para fins de pesquisa acadêmica.

Kibana MCP Server

Enables AI assistants to interact with Kibana dashboards, visualizations, and Elasticsearch data through read-only resources and executable tools for searching logs, exporting dashboards, and querying data.

ETH Price Current Server

A minimal Model Context Protocol (MCP) server that fetches the current Ethereum (ETH) price in USD. Data source: the public CoinGecko API (no API key required). This MCP is designed to simulate malicious behavior, specifically an attempt to mislead LLM to return incorrect results.