Discover Awesome MCP Servers

Emergence MCP Server

Enables agents to interact with the Emergence Science protocol for posting tasks, submitting solutions, and earning rewards through verifiable test cases.

baidu-pan-mcp-server

A development guide and reference implementation for building a custom Baidu Netdisk MCP server, enabling AI assistants to manage files and shares on Baidu Pan.

AOJ Workbench

Private remote HTTP MCP server that provides a unified endpoint to interact with Google Workspace services (Drive, Sheets, Gmail, Calendar, Docs, Forms) and other toolkits through the Composio provider layer.

o2 Exchange MCP Server

Enables AI agents to interact with the o2 Exchange on the Fuel Network to perform on-chain trading, manage accounts, and access real-time market data. It provides tools for executing various order types and calculating over 16 technical indicators for comprehensive market analysis.

MCP Appium

Enables AI agents to automate Android mobile device testing through Appium, with automatic device detection, screen element inspection, and natural language test scenario execution.

excel-mcp

Enables reading and writing Excel workbooks (.xlsx) through MCP. Supports listing sheets, tables, pivot tables, reading cell data, exporting to CSV/text/Markdown, and creating/modifying Excel files.

bunq Partner MCP

An MCP server that connects AI assistants to the bunq Partner API, enabling natural language management of partner onboarding, including provisioning users, KYC, accounts, payments, cards, and compliance.

AgentGate

Human-in-the-loop approval gateway for agent tool calls: agents request, policies decide, humans approve via Slack/Discord/web — with an OWASP-LLM-Top-10-tagged audit trail. Self-hostable.

trykittai-mcp-server

trykittai-mcp-server

SEO Check MCP

A Model Context Protocol (MCP) server that provides comprehensive SEO analysis tools with actionable fix instructions for AI assistants like Claude Code and Claude Desktop.

composer-mcp

Visual architecture canvas that updates in real-time. Agents can build, read, and modify system design diagrams — services, databases, queues, APIs, entities — all linked to actual code paths in your repo.

echonetlite-mcp

Enables control of ECHONETLite home automation devices like air conditioners and sensors via MCP, supporting HVAC management and real-time monitoring.

Appwrite MCP Server

Enables interaction with Appwrite's backend services through natural language. Provides tools to manage databases, users, functions, teams, storage, and other Appwrite project resources via API integration.

HAPI-MCP

A Model Context Protocol server that enables querying FHIR healthcare data using natural language, allowing doctors to retrieve patient information, medications, observations, and other healthcare records.

quarry

Enables local semantic search over documents and code for Claude Code and Claude Desktop, running entirely offline with local embeddings and vector storage.

Report Builder MCP Server

Formats AI agent outputs into professional reports, emails, and documents with branding, quality validation, and executive summaries for enterprise AI operations.

MCP-Add-Weather

A multi-agent system that connects a math server and weather server, allowing users to perform mathematical operations and retrieve weather information based on the numerical results.

PMC App Dev Kit

Enables local development and prototyping of MCP apps with UI views for Portkey Mission Control, using Durable Object storage and a skill for end-to-end building.

UI Screenshot Comparison MCP

Enables automated visual testing by comparing screenshots against baseline images using OpenAI to verify UI consistency. It generates detailed performance reports in both terminal and Excel formats based on provided user stories and acceptance criteria.

alive-analysis-mcp

MCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.

Runn MCP Server

Connects AI assistants to the Runn.io resource planning platform to manage projects, people, assignments, and financial forecasts. It provides 37 tools for accessing real-time data and comprehensive reports with built-in caching and role-based access control.

Docker MCP Server

An MCP server that enables managing Docker containers through natural language commands, allowing users to create, list, and delete containers. It facilitates automated container orchestration and integrates with VS Code via the Cline extension.

mcp-shlink

Enables AI assistants to interact with a Shlink URL shortening instance, allowing creation, listing, retrieval, and deletion of short URLs, as well as tag management.

mcp-server-calc

uji server MCP

NSE/BSE MCP Server

An MCP server that provides comprehensive Indian stock market data from the NSE and BSE, including live quotes, historical trends, and fundamental analysis. Users can compare stock performance, track major indices, and access financial statements without the need for an API key.

bingcn

A Chinese Bing search tool based on MCP protocol, which supports calling through AI tools such as Claude, and can obtain webpage content without API keys.

things-mcp

An MCP server that integrates with the Things productivity app to create, update, and manage todos and projects using its URL scheme.

Workflow MCP Server

Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

k6-mcp-server

Implementasi server Model Context Protocol (MCP) yang memungkinkan asisten AI menjalankan uji beban k6 melalui perintah bahasa alami, mendukung durasi pengujian dan pengguna virtual yang dapat disesuaikan.