Discover Awesome MCP Servers

SEO MCP Tools

Provides tools to extract the first or all sitemap URLs from a website's robots.txt file.

mcp-svg-marp

An MCP server that converts SVG files into Marp presentations, with features like text extraction and PNG conversion.

Model Context Protocol Server

A server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.

Calorie-Tracking

A MCP server that tracks daily calorie intake through natural language interaction, providing meal recording, daily summary, weekly report generation, and food search functions.

DataMerge MCP

Enables AI assistants to enrich and retrieve company data by connecting to the DataMerge Company API. It supports operations such as starting enrichment jobs, fetching company records, and inspecting corporate hierarchies.

A-MEM: Agentic Memory System

Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

MCP Google Sheets Server

允许与 Google 表格交互的 Model Context Protocol (MCP) 服务器 Or, more literally: 模型上下文协议 (MCP) 服务器，允许与 Google 表格进行交互

demeter-mcp

MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building Artemis projects, generating LaTeX reports, and launching the Artemis GUI.

Mind Keg MCP

A persistent memory server that stores and retrieves atomic coding insights like architectural decisions and debugging patterns for AI agents. It enables agents to maintain institutional knowledge across sessions using semantic search and local SQLite storage.

IP Find

允许智能代理根据用户的 IP 地址获取其当前位置，或者获取任何 IP 地址的位置。

AWS MCP Server

Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudWatch, along with a generic SDK wrapper for any AWS operation. It also supports cost monitoring and optional vector store capabilities for document ingestion and search.

WOOFi Pro MCP Server

Provides a suite of 40 comprehensive trading tools for managing WOOFi Pro and Orderly Network integrations through natural language. It enables users to execute orders, track positions, and manage assets across MCP-compatible platforms like Claude and Cursor.

📚 Microsoft Education MCP Server

微软教育 MCP 服务器

samsung-checkout-mcp

MCP server for Samsung Smart TV in-app payment (Samsung Checkout/DPI) development, enabling AI coding tools to provide real-time API references, code generation, troubleshooting, and implementation guides.

OpenSCAD MCP Server

Enables AI assistants to render 3D models by providing tools to execute OpenSCAD code and generate single or multi-perspective views. It returns high-quality PNG renderings directly to LLM applications for visual feedback and 3D model visualization.

RenderDoc MCP Server

Enables AI assistants to analyze and inspect RenderDoc capture files, providing tools to examine draw calls, textures, buffers, and shader information. It allows developers to perform graphics debugging and resource analysis through natural language interactions.

ProducerMCP

AI music production with text-to-music generation, audio extension, remixing, and cover creation via AceDataCloud API.

Microsoft Graph MCP Server

Enables AI assistants to interact with Microsoft 365 services (users, mail, calendar, files) via Microsoft Graph API.

mcp-cronos

MCP server for structured daily work diary management, enabling entries, standup summaries, weekly reports, full-text search, and automatic git commits.

MCP KnowledgeBase Server

模型上下文协议 (MCP) 服务器，允许 LLM 在 SQLite 数据库中存储和搜索知识。 Or, a slightly more formal translation: 模型上下文协议 (MCP) 服务器，用于允许大型语言模型 (LLM) 在 SQLite 数据库中存储和搜索知识。

Telique MCP

Enables querying telecom routing data (LRN, CNAM, DNO, LERG, toll-free routing) directly from AI assistants like Claude, ChatGPT.

Desktop Commander MCP Server

A comprehensive Node.js server implementing Model Context Protocol (MCP) that enables filesystem operations, process management, and terminal session handling with an enterprise-grade security approach.

Refactoring MCP

Exposes structured prompt generation tools for refactoring protocol and governance specifications via MCP, enabling teams to generate, validate, and retrieve standardized refactoring prompts through automation scripts and HTTP APIs.

video-editor

An MCP server for programmatic video editing using ffmpeg, enabling draft creation and refinement via natural language.

ietf-imap-mcp

Enables searching, paging through, and reading IETF mailing-list archives via IMAP, allowing an MCP-capable assistant to track list activity.

MindOS

Local-first knowledge base MCP server. Lets AI agents (Claude Code, Cursor, etc.) read and write your personal knowledge base through 20 MCP tools. Zero cloud dependency — all files stay on your machine.

AdKit

Manage ad campaigns across Meta, Google, and TikTok, create campaigns, analyze performance, spy on competitors, and generate AI creatives.

Scrapy MCP Server

A powerful web scraping MCP server built on Scrapy and FastMCP that supports multiple scraping methods (HTTP, Scrapy, browser automation), anti-detection techniques, form handling, and concurrent crawling. Designed for commercial environments with enterprise-grade features like intelligent retry mechanisms, performance monitoring, and configurable data extraction.

New Relic MCP Server

Enables AI assistants to interact with New Relic monitoring and observability data through programmatic access to New Relic APIs. Supports APM management, NRQL queries, alert policies, synthetic monitoring, dashboards, infrastructure monitoring, and deployment tracking.

mcp-access-self-hosted

An MCP server protected by Cloudflare Access as a self-hosted application, validating Access JWT and conditionally exposing tools based on user identity.