Discover Awesome MCP Servers

Kaggle-MCP

Connects Claude AI to the Kaggle API through the Model Context Protocol, enabling users to browse competitions, search and download datasets, analyze kernels, and access pre-trained models through natural language interactions.

PromptArchitect MCP

Refines and improves AI prompts using workspace-aware context from your project's tech stack, structure, and dependencies. Includes tools to analyze prompt quality and generate well-structured prompts from raw ideas.

Filesystem MCP Server (HTTP Streaming)

Enables remote file system operations (read/write files, manage directories, search files) over HTTP using OAuth 2.0 authentication, with support for web-based clients and multiple concurrent sessions.

BLS MCP

Enables users to query U.S. labor statistics, including employment, CPI, and wages, directly from the Bureau of Labor Statistics Public Data API. It provides tools to retrieve real-time economic time series data, browse popular series, and access survey metadata through natural language.

MCP Web Tutorial 🚀

一个交互式网络教程，用于学习如何构建 MCP（模型上下文协议）服务器。这个教育性网站提供逐步指导，帮助您实现和理解 MCP 服务器。

MCP Server: Weather & Upnify Integration

Provides tools to check weather information for any city and manage prospects in Upnify CRM with dynamic authentication, eliminating the need for pre-configured credentials.

Official Substack MCP Server

Official Substack MCP Server

MCP-Mem0

A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.

Pybricks RAG Assistant

Enables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.

Playwright MCP

A server that enables LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.

nest-mcp-sse

好的，这句话翻译成中文是： **基于 Nest 快速开发 SSE MCP 服务器** 更详细的解释： * **基于 (jī yú):** Based on / Using * **Nest:** Nest (一个 Node.js 框架) * **快速开发 (kuài sù kāi fā):** Rapidly develop / Quickly develop * **SSE:** Server-Sent Events (服务器发送事件) * **MCP:** Mission Control Panel (任务控制面板) * **服务器 (fú wù qì):** Server 所以，这句话的意思是：使用 Nest 框架快速开发一个基于服务器发送事件的任务控制面板服务器。

Presearch MCP Server

Enables privacy-focused web searches through the Presearch API and web content scraping. Supports multi-language search, configurable safe search, result caching, and multiple export formats (JSON, CSV, Markdown).

Remote MCP Server on Cloudflare

Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication, allowing remote access to MCP tools via SSE transport. Includes example math tools and supports connection from Claude Desktop and MCP Inspector.

JCR Journal Partition MCP Server

Provides access to journal partition tables, impact factors, and warning lists from Chinese Academy of Sciences and JCR databases. Enables searching, comparing journals, analyzing partition trends, and checking journal warning status across multiple years.

Model Context Protocol Server

模型上下文协议 (MCP) 的代理服务器

Teams Guide MCP

Provides access to clean code guide documents and enables code quality inspection of external project files based on coding standards and best practices.

Ollama MCP Server

A bridge that integrates Ollama's local LLM capabilities into MCP-powered applications, enabling users to run, manage, and interact with AI models locally with full control and privacy.

Times Newswire API MCP Server

An MCP server that provides access to the New York Times Newswire API, allowing agents to retrieve real-time news updates and content from the New York Times.

Fieldnote MCP

Provides local-first memory storage and retrieval with automatic embedding, vector search, and knowledge graph capabilities. Enables agents to store memories locally and retrieve relevant context through hybrid search with optional Neo4j graph traversal.

MCP Easy Installer

MCP Easy Installer 是一个强大的 MCP 服务器，它提供搜索、安装、配置、修复和卸载 MCP 服务器的工具。

LinkedIn Poster

Enables ChatGPT and Claude Desktop to post text content directly to your LinkedIn profile using the official LinkedIn UGC Posts API with OAuth 2.0 authentication.

Canvas MCP Server

Enables AI assistants to interact with Canvas LMS through 25 comprehensive tools. Supports course management, assignments, grades, messaging, calendar events, and file access through natural language.

Nmap MCP Server

Enables network security scanning using Nmap through MCP protocol. Supports quick port scans, full port scans with service detection, and custom Nmap commands with async task management.

HiveFlow MCP Server

Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation platform, enabling flow management and execution through natural language commands.

Odoo MCP Server by CData

Odoo MCP Server by CData

Proxell MCP Server

Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomously discover, price, negotiate, and trade digital assets like leads, datasets, and APIs. It provides a comprehensive suite of over 90 tools for managing the full transaction lifecycle, from initial discovery to escrow and settlement.

SJ RedM MCP Server

A unified development tool for RedM that provides access to RDR3 discoveries, framework documentation (VORP/RSGCore), native functions across 86+ namespaces, and database operations with smart context-aware loading.

MCP Doubao Seedream 4.0

Enables AI image generation using Doubao's Seedream 4.0 model through natural language prompts. Automatically downloads generated images to local directories with configurable parameters like resolution, watermarks, and batch generation.

Google Calendar MCP Server

Enables Claude to manage Google Calendar events, schedules, and meetings through natural conversation. It supports viewing calendars, creating Google Meet events, and searching for upcoming activities using Nango for authentication.