Discover Awesome MCP Servers

Django MCP Server

Enables LLM assistants to explore Django project structure through read-only resources and optionally execute Python code in a stateful Django shell environment. Provides access to project configuration, app details, model information, and interactive development capabilities.

Code Mode MCP Server

Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code instead of direct tool calls. Provides a code execution sandbox that accesses MCP servers through HTTP proxy endpoints.

Most Popular API MCP Server

A Multi-Agent Conversation Protocol server that provides access to the New York Times Most Popular API, allowing agents to interact with NYT's most viewed, shared, and emailed content.

opgen MCP Server

一个 MCP 服务器实现，用于密码生成，基于 1Password/spg/cmd/opgen。

Aibolit MCP Server

A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.

Scholar MCP

Enables searching and retrieving academic papers from arXiv and DBLP databases with advanced filtering options. Supports downloading PDFs and provides detailed paper information including titles, authors, abstracts, and publication dates.

Asana MCP Server

Multi-Agent Conversation Protocol server that enables interaction with Asana's task management API, allowing users to manage projects, tasks, and team collaboration through natural language.

Consumer Complaint Database MCP

A local MCP server that enables users to query the CFPB Consumer Complaint Database through natural language, retrieving financial consumer complaint records via the CFPB API.

mcp-libsql

mcp-libsql

Databricks MCP Server

Enables AI assistants to interact with Databricks workspaces programmatically, providing comprehensive tools for cluster management, notebook operations, job orchestration, Unity Catalog data governance, user management, permissions control, and FinOps cost analytics.

Remote MCP Server Template

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables users to create custom tools accessible through Claude Desktop or the Cloudflare AI Playground.

Supabase MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它能够从 Supabase 数据库查询功能建议，从而使像 Cursor 和 Claude 这样的 AI 工具能够访问和显示功能请求数据。

crypto-liquidations-mcp

crypto-liquidations-mcp

Bitbucket Pipelines MCP Server

Bitbucket Pipelines MCP 是一个模型上下文协议 (MCP) 服务器，它提供用于与 Bitbucket Pipelines 交互的工具。该服务器实现了 MCP 标准，使像 Claude 这样的语言模型能够通过标准化的接口管理 Bitbucket Pipelines。

Web URL Reader MCP Server

Enables fetching and reading content from web URLs through a configurable proxy prefix. Uses curl to retrieve webpage content and return it as text for analysis or processing.

ClimateTriage MCP Server

使用户能够通过 ClimateTriage API 搜索和筛选与气候变化和可持续发展项目相关的开源问题。

🚢 TitanicAIAnalysis: Análisis de Datos con Claude y MCP

泰坦尼克号数据集数据分析的 MCP 服务器

MetaTrader MCP Server

使用模型上下文协议 (MCP) 使 AI LLM 能够使用 MetaTrader 平台进行交易

PromptShop

一个服务器，通过模型上下文协议提供由人工智能驱动的图像生成、修改和处理能力，利用 Google Gemini 模型和其他图像服务。

Swagger MCP Server

Automatically converts Swagger 2.0 API specifications into MCP tools, enabling AI assistants to directly call REST APIs. Supports both local Swagger files and remote URLs with comprehensive parameter validation and error handling.

TBC Guidelines Automation System

Provides real-time TBC Bank development standards compliance checking and code review tools. Integrates with GitHub Copilot and development workflows to automatically enforce coding guidelines and reduce violations.

Loki MCP Server

一个 MCP 接口，允许 AI 助手使用 LogQL 查询和分析 Grafana Loki 日志，并支持身份验证和各种输出格式。

🧠 serverless-mcp-server

一个超简单的模型上下文协议 (MCP) 服务器，部署在 AWS Lambda 上，并通过 Amazon API Gateway 暴露出来，使用 Serverless Framework 部署。

Blue Perfumery MCP Server

A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.

Buttondown MCP Server

使人工智能和大型语言模型系统能够与 Buttondown 新闻邮件服务进行交互，通过模型上下文协议接口支持邮件起草、安排发送时间、检索分析数据和列表管理。

NPM MCP Server

镜子 (jìng zi)

MCP Server Template

一个启动模板，用于构建模型上下文协议（Model Context Protocol）服务器，该服务器可以与 Cursor 或 Claude Desktop 集成，从而允许开发者为 AI 助手创建自定义工具和扩展。

LLM Researcher

A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, search GitHub code repositories, and extract clean content from web pages in LLM-friendly formats.

Bruno MCP

用于运行 Bruno Collections 的 MCP 服务器