Discover Awesome MCP Servers

Sphere MCP Gaming Server

Provides LLM access to Unicity gaming platform games through a payment-gated day pass system. Supports game discovery, access management, and payment processing via Nostr protocol and Unicity blockchain.

Amadeus MCP Server

Amadeus MCP (模型上下文协议) 服务器

mcp-server-flyder

Flyder 的 MCP 服务器

Kubeflow MCP Server

Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs through natural language, without needing to learn Kubernetes or the Kubeflow SDK.

WhatsApp Cloud API MCP Server

Enables AI agents to send WhatsApp messages, templates, and retrieve media through the WhatsApp Cloud API. Provides webhook handling and seamless integration with Meta's WhatsApp Business platform.

MCP Calculator Demo

A simple demonstration MCP server built with FastMCP that exposes basic calculator operations (add, subtract, multiply, divide) as tools for MCP clients like GitHub Copilot Agent mode.

Interactive Feedback MCP

A MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to run commands, view their output, and provide textual feedback directly to the AI assistant.

Online Kommentar MCP Server

Provides access to Swiss legal commentaries through Model Context Protocol, allowing users to search and retrieve detailed legal commentary content from onlinekommentar.ch in multiple languages.

grounding-ai

Ingests pdf and epub documents for LLM-retrieval (RAG)

reddit-mcp

Provides access to public Reddit data through tools for searching subreddits, viewing posts, and reading comments without requiring authentication. It enables Model Context Protocol clients to interact with Reddit's public JSON API via stdio or HTTP transports.

MEOK DORA Tlpt Planner MCP

MEOK DORA Tlpt Planner - MCP server providing AI-powered tools and automation by MEOK AI Labs

serial-mcp

MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscriptions, port allowlist.

Breadcrumb MCP Server

Enables AI assistants to interact with the Breadcrumbs project memory system, allowing creation and management of project documentation including sessions, components, ADRs, patterns, and providing search capabilities across project knowledge.

aemo-mcp

MCP server for the Australian Energy Market Operator (AEMO) National Electricity Market. Plain-English access to 5-min dispatch prices, regional demand, interconnector flows, generation by fuel, rooftop PV.

cockpit-mcp

Accounting automation MCP server for Japanese tax firms. Two-stage classifier (keyword + Claude AI) with TaxRuleEngine for consumption tax, withholding, invoice system, and confidence-based routing.

agentic-vision

Enables LLMs to autonomously analyze camera images for occupational safety violations, generate risk reports per ISG regulations, and log violations to a database.

Sherlog MCP

Provides persistent IPython shell sessions per conversation with DataFrame-centric architecture, enabling stateful data analysis, CLI tool execution, and integration of external MCP servers within the same workspace context.

MCP Skill Registry

A self-hostable MCP server that turns a folder of skills into callable tools via MCP and REST APIs.

MCP Reasoning Engine

A production-ready reasoning engine that integrates Claude AI with specialized MCP tools for knowledge retrieval, schema validation, and domain-specific rubric evaluation. It enables structured RAG-based analysis across legal, health, and science domains via a RESTful API.

MCP SERVERLY

这是一个旨在表达在官方 Anthropic base SDK for dotnet 9 中模型上下文协议 (MCP) 实现的项目。

MCP Web Utilities Server

Exposes tools for performing web searches via DuckDuckGo and fetching webpage content as simplified Markdown using crawl4ai. It enables language models to search the internet or specific websites and retrieve cleaned page text for analysis.

Lunar Calendar MCP Server

Provides traditional Chinese lunar calendar information including auspicious date checking, BaZi (八字) Four Pillars analysis, festival data, moon phases, zodiac compatibility, and calendar conversions based on Chinese cultural traditions.

WinAutoWx

Enables automated WeChat operations on Windows through pywinauto, allowing users to send messages to multiple friends or groups programmatically. Provides tools for searching contacts, sending bulk messages, and controlling WeChat interface elements via MCP protocol.

Crypto-Signal MCP

Provides cryptocurrency trading signals, market analysis, and portfolio management capabilities across 15+ exchanges with AI-enhanced technical analysis, arbitrage detection, and risk assessment tools.

kips

Personal data management MCP server that stores and queries notes, tasks, conversations, and auth in SQLite, enabling LLMs to interact with the database through natural language.

DB-Mcp

MCP Database Server is a service that provides secure database access for AI assistants and LLM-based tools, supporting SQLite, PostgreSQL, MySQL and MariaDB, and featuring query verification, audit logs and security control functions.

disease-detection-mcp-server

Enables plant disease detection through an MCP server powered by AI models, supporting deployment on Railway or local Claude Desktop.

AIRIOT MCP Server

MCP server for the AIRIOT IoT platform, enabling AI assistants to manage data tables, records, devices, alarms, files, and more through natural language.

Equibles

Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filings (full-text search), 13F institutional holdings, insider and congressional trades, FINRA short data, FRED economic indicators, CFTC futures positioning, VIX/put-call ratios, and daily stock prices over MCP.