Discover Awesome MCP Servers

Green Helix

AI agent commerce platform — 141 tools for payments, escrow, identity, marketplace, and Z3 formal verification

Uranium MCP Server

Enables creation and management of NFT collections and assets through the Uranium API. Supports uploading files as NFTs, managing ERC721 and ERC1155 collections, and bulk operations across multiple collections.

MCP Server: RepairWorld

Please provide the MCP server code you would like me to translate. I need the English code to translate it into Chinese. For example, you could provide something like: ```python # Example MCP Server Code (Python) import socket HOST = '127.0.0.1' # Standard loopback interface address (localhost) PORT = 65432 # Port to listen on (non-privileged ports are > 1023) with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: s.bind((HOST, PORT)) s.listen() conn, addr = s.accept() with conn: print(f"Connected by {addr}") while True: data = conn.recv(1024) if not data: break conn.sendall(data) ``` Once you provide the code, I will translate it into Chinese and provide it to you. I can also provide explanations of the code in Chinese if you need them.

monobank-mcp

A Model Context Protocol server that enables interaction with Monobank API, providing tools for currency exchange rates, client info, and account statements.

Upvote.club — MCP Apps

Provides an MCP Apps interface to the Upvote Club API, enabling task management with an inline progress card UI in Claude.

gmail-mcp

Exposes Gmail inbox actions (list, archive, label) as MCP tools via a browser extension and local bridge, without requiring the Gmail API or OAuth.

Image Generation MCP Server

Provides multi-provider image generation with automatic fallback across services like Pollinations.ai, Cloudflare, and Hugging Face. It features specialized pixel art generation, cost tracking, and automatic saving of generated visual assets to disk.

Amadeus Agent

A proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.

Reddit MCP Server

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

loom

Provides persistent identity and memory for AI agents across MCP-compatible harnesses, enabling agents to retain their name, values, and episodic memories between sessions regardless of the client or model.

Commerce Operations MCP Server

Enables AI agents to independently investigate and resolve e-commerce order issues, particularly refund processing, with tools for order search, refund eligibility checks, and safe refund execution.

file-mcp

Educational MCP server for basic file operations (read/write) via the Model Context Protocol.

rzd-api

MCP server providing access to Russian Railways ticket API, enabling train search, station lookup, and trip information.

KPI-Lens

An MCP server for supply chain intelligence that enables conversational querying of eight operational KPIs and anomaly detection data through Claude. It allows users to analyze performance metrics like OTIF and inventory turnover while providing LLM-generated root-cause explanations.

Wireshark MCP Server

Enables AI assistants to interact with tshark and related command-line tools for live packet capture, PCAP analysis, filtering, stream following, and capture file merging.

litvm-tcg-oracle

On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ trading cards, 60-day price history, Merkle proof verification on LiteForge (Chain 4441), Monte Carlo simulation, and AI card grading via Qwen 2.5 VL.

Ansys MCP Server

Enables AI assistants to interact with Ansys simulation software (Fluent, MAPDL, Mechanical, Geometry) through the Model Context Protocol.

tygagames

Enables coding agents to manage a tyga.games publishing account, including roster, publishing rails, stack services, revenue, and API keys through the same /portal API as the web dashboard.

adops-mcp

Cross-platform ad management MCP server for Google Ads and Meta Ads. Campaign analytics, A/B testing with z-test, anomaly detection, and budget reallocation. 15 tools, 60 tests.

Simple Timer MCP Server

An MCP server that provides interval timing functionality using token-based time tracking, allowing users to start timers with unique identifiers and check elapsed time in milliseconds or human-readable format.

Remote MCP Server on Cloudflare

A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.

MCP Duty Pharma

MCP Duty Pharma

cisco-ise-mcp

Exposes Cisco ISE ERS and MNT APIs as MCP tools for querying and managing identity, endpoints, sessions, authentication logs, and policy context.

DataLabel MCP Server

Integrates data labeling workflows with AI IDEs via 12 tools, 6 resources, and 3 prompt templates, enabling LLM-assisted pre-labeling, inter-annotator agreement analysis, and conflict adjudication.

VNStock MCP Server

Provides access to Vietnam stock market data including real-time quotes, historical prices, company financials, trading statistics, mutual fund information, and exchange rates through the vnstock library.

cs-ai-notion-mcp

Provides full CRUD capabilities over Notion pages, databases, and content blocks, enabling natural language search, creation, and modification of Notion data.

EmbeDocs-MCP

Enables AI assistants to access up-to-date documentation by indexing GitHub repositories and official docs, providing semantic search through MCP.

Code Review Assistant

An MCP server that automates code review by providing syntax checking, code explanation, and improvement suggestions using a multi-agent system.

Obsidian Research MCP

A Model Context Protocol (MCP) server enabling Claude to read, write, search, and analyse your Obsidian vault with advanced research capabilities.

Rover MCP Server

A ModelContextProvider server that enables secure querying of Red Hat internal groups API using client certificate authentication.