Discover Awesome MCP Servers

lsp-mcp

A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.

NASA ADS MCP Server

Provides seamless access to the NASA Astrophysics Data System (ADS) for searching astronomical papers, tracking citations and metrics, managing paper libraries, and exporting BibTeX references through natural language conversation.

MCP CLI Command Server

Provides safe, controlled access to network and system diagnostic tools including ping, nmap, dig, traceroute, curl, and whois for troubleshooting connectivity, scanning ports, and performing DNS lookups through whitelisted commands with security validation.

RescueTime MCP Server

Enables comprehensive access to RescueTime productivity data and features through the Model Context Protocol. Supports analytics retrieval, focus session management, highlights creation, and offline time tracking through natural language interactions.

VPS Initialize

Enables automated VPS initialization and management through SSH connections. Supports installing common services like Node.js, Nginx, and Redis, configuring domains with SSL certificates, and setting up GitHub CI/CD pipelines with deploy keys.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries to view merge requests, code reviews, discussions, pipeline test results, and respond to comments directly from chat.

mcp-pymilvus-code-generator

A pimilvus code generating helper with SSE-based MCP support

Execution System MCP Server

Enables AI-native task and project management through natural language conversation with Claude, eliminating app-switching by letting you add actions, manage projects across multiple areas of focus, and maintain a GTD-style execution system directly in chat.

GA4 MCP Server

Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ analysis tools, providing insights on traffic, user behavior, conversions, and engagement metrics in Japanese-formatted output.

Remote MCP Server Authless

A deployable remote MCP server on Cloudflare Workers that enables the use of custom tools without requiring authentication, allowing integration with AI platforms like Claude Desktop and Cloudflare AI Playground.

Risky Business MCP Server

Enables comprehensive cybersecurity vulnerability assessment by searching GitHub repositories for exploits, querying NIST NVD for CVE details, and accessing CISA's Known Exploited Vulnerabilities catalog. Supports complete vulnerability research workflows from threat intelligence gathering to proof-of-concept discovery.

Playwright MCP Server

Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.

MCP System Bridge

A server that bridges the Model Context Protocol (MCP) to native OS functionalities, allowing AI assistants to open URLs, manage clipboard content, and retrieve date information.

MCP Apple Reminders

一个模型上下文协议服务器，使 AI 助手能够在 macOS 上与 Apple 提醒事项互动，允许用户通过自然语言查看列表、检索、创建、完成和删除提醒事项。

MCP Server Hero

A professional Python framework and template for building robust Model Context Protocol (MCP) servers with modular architecture, enterprise features like authentication and rate limiting, and comprehensive tooling. Provides easy-to-use APIs for registering tools, resources, and prompts with full type safety and multiple transport support.

UNHCR Population Data MCP Server

提供一个标准化的界面，以便访问联合国难民署 (UNHCR) 的难民统计数据，允许人工智能代理通过原籍国、庇护国和年份来查询数据。

Freqtrade Test Repository

Test repository for MCP server functionality

Memos MCP Server

Enables AI agents to interact with Memos instances for personal note-taking and knowledge management. Supports creating, searching, updating, and organizing memos with tags, dates, and visibility settings through natural language.

mcp-optimizer

mcp-optimizer

MCP_Server

用于LLM集成的MCP服务器 (Yòng yú LLM jíchéng de MCP fúwùqì) Alternatively, depending on the context, you might also say: 用于LLM集成的MCP服务器流程 (Yòng yú LLM jíchéng de MCP fúwùqì liúchéng) - MCP Server for LLM Integration Process (Workflow) Here's a breakdown: * **用于 (Yòng yú):** For / Used for * **LLM 集成 (LLM jíchéng):** LLM Integration * **的 (de):** Possessive particle (of) * **MCP 服务器 (MCP fúwùqì):** MCP Server * **流程 (liúchéng):** Process (Workflow) - optional, depending on if you want to emphasize the process aspect.

Google Sheets MCP Server by CData

Google Sheets MCP Server by CData

Remote MCP Server

A Cloudflare Workers-based server implementing the Model Context Protocol that enables AI assistants like Claude to securely access external tools through OAuth authentication.

Whodis MCP Server

A Model Context Protocol server that enables AI assistants to check domain name availability using WHOIS lookups.

POC MCP Server

镜子 (jìng zi)

Firebase Realtime Database API MCP Server

An MCP Server that provides natural language access to Google's Firebase Realtime Database API, enabling database operations and management through conversation.

🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server

Okay, here's a translation of "Simple MCP server using Claude to interact with a local JSON server" into Chinese, along with a few options depending on the nuance you want to convey: **Option 1 (Most Literal and Common):** * **使用 Claude 与本地 JSON 服务器交互的简单 MCP 服务器** * (Shǐyòng Claude yǔ běndì JSON fúwùqì jiāohù de jiǎndān MCP fúwùqì) This is a direct translation. It's clear and understandable. **Option 2 (Slightly More Natural Flow):** * **一个简单的 MCP 服务器，使用 Claude 来与本地 JSON 服务器进行交互** * (Yī gè jiǎndān de MCP fúwùqì, shǐyòng Claude lái yǔ běndì JSON fúwùqì jìnxíng jiāohù) This adds "一个" (yī gè - "a/an") at the beginning and "来进行" (lái jìnxíng - "to perform") before "交互" (jiāohù - "interact"). It makes the sentence flow a bit more naturally in Chinese. **Option 3 (Emphasizing the Purpose):** * **一个简单的 MCP 服务器，用于使用 Claude 与本地 JSON 服务器交互** * (Yī gè jiǎndān de MCP fúwùqì, yòng yú shǐyòng Claude yǔ běndì JSON fúwùqì jiāohù) This uses "用于" (yòng yú - "used for") to explicitly state the purpose of the MCP server. **Breakdown of the terms:** * **Simple:** 简单的 (jiǎndān de) * **MCP server:** MCP 服务器 (MCP fúwùqì) (MCP is usually kept as is) * **using Claude:** 使用 Claude (shǐyòng Claude) * **to interact:** 交互 (jiāohù) or 进行交互 (jìnxíng jiāohù) * **with:** 与 (yǔ) * **a local JSON server:** 本地 JSON 服务器 (běndì JSON fúwùqì) **Which option is best?** Option 1 is perfectly acceptable and the most straightforward. Option 2 is slightly more natural-sounding. Option 3 is good if you want to emphasize the purpose. Choose the one that best fits the context of where you're using the translation.

MCP Novel Assistant

A novel management tool that uses SQLite database to store and manage novel information including chapters, characters, and plot outlines. Provides database operations and SQL query capabilities for writers to organize their creative work through natural language.

MCP-AWS

A custom server with tools that enable AI agents to provision and terminate AWS EC2 instances through natural language commands.

Finizi B4B MCP Server

Enables AI assistants to interact with the Finizi B4B platform through 15 comprehensive tools for managing business entities, invoices, vendors, and products. Features secure JWT authentication, automatic retries, and full business-to-business workflow integration through natural language commands.

forgejo-mcp

An MCP server for managing your repositories on Forgejo/Gitea server.