Discover Awesome MCP Servers

RobotMem

Enables robots to store, retrieve, and consolidate episodic experiences including physical parameters, trajectories, and outcomes. It supports hybrid vector search with structured filtering and spatial sorting to help robotic agents learn from past successes and failures.

Typebot MCP Server

Enables interaction with Typebot's REST API to create, manage, publish, and chat with Typebots, and retrieve conversation results through natural language commands.

ResearchTwin

For AI agents and humans: Discover researchers, publications, datasets, and code repositories across a federated network of researcher digital twins. Compute S-Index impact metrics combining citation data from Semantic Scholar and Google Scholar with code and dataset quality scores from GitHub and Figshare.

Aider MCP Server

一个模型上下文协议（Model Context Protocol, MCP）服务器，将 Claude 和其他 MCP 客户端连接到 Aider，从而使 AI 助手能够通过自然语言高效地编辑文件、创建新文件以及与 Git 仓库交互。

Remote MCP Server on Cloudflare

A tool that allows deployment of a remote MCP (Model Context Protocol) server on Cloudflare Workers without authentication requirements, enabling connection to AI models through Claude Desktop or Cloudflare AI Playground.

Chatlog MCP Server

Enables users to analyze, search, and export chat logs from various platforms through tools for managing chatrooms, contacts, and sessions. It supports advanced filtering by time, keyword, and sender to provide detailed message analytics via MCP-compatible clients.

MindManager MCP Server

一个模型上下文协议服务器，使大型语言模型（LLM）能够与 MindManager 思维导图进行交互，从而可以检索思维导图结构并导出为 Mermaid、Markdown 和 JSON 等格式。

MCP Fooocus API

Provides text-to-image generation capabilities through the Fooocus Stable Diffusion API with intelligent style selection from 300+ options, multiple performance modes, and configurable aspect ratios.

word2img-mcp

Enables converting Markdown text into high-quality 3:4 ratio JPG images using multiple rendering backends. Supports intelligent fallback between imgkit/wkhtmltopdf, markdown-pdf, and PIL rendering engines with customizable styling options.

Lookup-Modern-Chinese-Dictionary

Search for word definitions from modern Chinese dictionaries to provide users with convenient dictionary query services.

Beehiiv MCP Server

A Model Context Protocol server that enables Large Language Models (like Claude) to interact with Beehiiv publications and posts through standardized tools and the Beehiiv API v2.

FastMCP Boilerplate

A modern Model Control Plane (MCP) project that provides a lightweight, extensible foundation for building and deploying intelligent systems that manage and expose AI/LLM capabilities through Python, FastAPI, and Docker.

Luskad MCP

Provides access to coding rules, standards, and project documentation from Luskad.com. Enables AI assistants to search and retrieve team coding guidelines, project features, and development standards directly within your IDE.

Elixir Linux MCP Server

好的，这是 "Elixir-based Linux source code query MCP Server" 的中文翻译： **基于 Elixir 的 Linux 源代码查询 MCP 服务器** This translation is accurate and conveys the meaning of the original English phrase. "基于" means "based on," "Elixir" is the same in both languages, "Linux 源代码" means "Linux source code," "查询" means "query," "MCP 服务器" means "MCP Server."

Webcam MCP

An MCP server that provides LLM agents with direct access to webcam hardware for capturing high-resolution photos and recording video sequences. It enables autonomous agents to monitor environments and interact with the physical world through standard Model Context Protocol tools.

gcloud MCP Cloud Run

Enables interaction with Google Cloud Platform services through gcloud CLI commands via a Cloud Run deployed MCP server. Supports executing gcloud commands and managing GCP resources through natural language.

Stadia Maps Location API MCP Server

The Stadia Maps MCP server provides AI assistants with access to Stadia Maps APIs for location services, geocoding, routing, and mapping capabilities.

Outreach io MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Outreach.io (beta): https://www.cdata.com/download/download.aspx?sku=KRZK-V&type=beta

Hello World MCP Server

A simple MCP server that provides a basic greeting tool for saying hello with customizable names. Serves as a boilerplate template for developers to quickly create and deploy new MCP servers.

MCP Orchestration Server

A master control program that orchestrates intelligent agents with a plug-and-play architecture, enabling seamless coordination and management of AI agent workflows.

QR Code By API Ninjas MCP Server

Enables generation of customizable QR codes through the API Ninjas service, supporting multiple image formats (PNG, JPG, SVG, EPS) with configurable colors and sizes.

MCP Google Maps - stdio Edition

Enables Claude Desktop to access Google Maps services including geocoding, place search, directions, distance calculations, and elevation data through stdio communication. Provides comprehensive location-based functionality with direct Google Maps API integration.

samtools_mcp

一个用于 SAMtools 的模型控制协议实现，为处理 SAM/BAM/CRAM 文件提供了一个标准化的接口。

독립유공자 공훈록 MCP 서버

这是一个Model Context Protocol服务器，用于在Claude Desktop上查询国家报勋部功勋电子史料馆的独立有功者功勋录和功绩调查书。

Eventbrite MCP Server

与 Eventbrite API 集成，提供人工智能辅助的活动管理功能，用于查看活动、跟踪参与者和生成分析报告。

Go-MCP

使用 Golang 构建你自己的 MCP 服务器

mcp-with-ssh

具有服务器 SSH 支持的内存库，用作中央知识库

JSONPlaceholder MCP Server

MCP 服务器游乐场的代码仓库

VaultMesh Architect MCP Server

Enables governance and orchestration of VaultMesh deployments through subsystem spawning, multi-chain anchoring, threat mitigation, constitutional amendments, and LAWCHAIN governance tracking. Provides auditable tools for managing decentralized infrastructure with cryptographic proofs and alchemical phase orchestration.

Optics MCP Server

Enables LLMs to work with the Optics Design System, providing access to 83 design tokens (HSL-based colors, spacing, typography), 24 components with dependencies, and tools for theme generation, accessibility checking, and code scaffolding.