Discover Awesome MCP Servers

Obsidian MCP

一个模型上下文协议服务器，它使 AI 助手能够通过一个标准化的界面，在你的 Obsidian vault 中读取、写入和操作笔记。

pebblehost-mcp

Enables natural language management of Pebblehost Minecraft servers, including server status, control, console commands, file management, and backups.

pactlio-mcp

Contract and wills legal tools for AI agents: statute-cited requirements per contract type and US state, non-compete enforceability for all 50 states + DC, intake schemas, async multi-agent contract drafting with free previews, and contract risk analysis.

Termix MCP Server

An MCP server that enables managing SSH hosts, tunnels, Docker containers, and monitoring metrics via Termix's REST API.

gimp-local-mcp

Enables controlling GIMP 3 locally through natural language, providing tools for image editing, layer management, selections, and PDB procedure invocation. Keeps all images and files on the user's machine with a local-first, secure design.

BusyBee

Autonomous TDD coding agent that converts specifications into feature lists and implements them using test-driven development with pause/resume capabilities, live progress monitoring, and automatic git commits.

library_mcp

MCP server for college library management, enabling book issuance, returns, inventory management, and availability checks via MySQL.

heu-legal-mcp

Integrates the HEU Legal API to manage native HEU documents and PDFs, enabling creation, sharing for e-signature, prompting signers, and downloading PDFs through conversation with Claude.

hy-mt

MCP server for the HY-MT translation model, allowing AI assistants to perform high-quality translations across 38 languages via the Model Context Protocol.

Claude Code MCP Bridge

Exposes Claude Code's file editing, command execution, and test running capabilities as composable MCP tools for any MCP-compatible host, enabling code operations via a stateless bridge.

WeChat Article MCP Server

Enables saving articles to WeChat Official Account drafts with support for rich text, automatic image upload, and Markdown rendering including Mermaid diagrams.

PNETLab MCP Server

Enables programmatic control of a PNETLab network-emulation lab via natural language, allowing users to build topologies, wire links, push device configs, and boot the lab through an LLM agent.

grafana-mcp-server

Enables AI assistants to query Grafana datasources (Prometheus/Loki metrics and SQL databases like ClickHouse/Postgres/MySQL) and search or inspect dashboards through natural language, using read-only access to Grafana's API.

ga-gsc-analytics

Enables read-only access to Google Analytics 4 and Google Search Console data, allowing users to run reports, query search analytics, and generate combined snapshots for reporting.

mcp-npm-package-documentation

Retrieves documentation for any npm package by automatically discovering its GitHub repository and returning its README.md content.

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.