Discover Awesome MCP Servers

MoziChem-MCP

Enables AI assistants to perform complex chemical engineering calculations including thermodynamic modeling, equation of state calculations, phase equilibrium computations, and vapor-liquid equilibrium analysis. Built on the MoziChem framework to bridge AI language models with specialized chemical engineering tools.

Zuora Billing MCP Server

Enables interaction with Zuora's billing and subscription management platform through their REST API. Provides access to billing operations, subscription management, and financial data through natural language queries.

Chlorpromazine MCP Server

Helps ground AI agents in reality by fact-checking responses against official documentation and reading project files to prevent hallucinations during coding sessions.

DWD MCP Server

通过德国气象局 API 实现的简单 MCP 服务器

DeepSeek MCP-like Server for Terminal

一个使用 DeepSeek API 的 MCP 风格的终端服务器

ollama-MCP-server

镜子 (jìng zi)

Custom MCP Server

一个集成了 Brave 搜索、文件系统、GitHub 和序列思考的自定义 MCP 服务器。

🛠️ dbt MCP Server

dbt-mcp-server

Salt MCP

Enables AI agents to build React applications using JP Morgan Chase's Salt Design System by providing real-time access to component APIs, documentation, and accessibility guidelines. It supports tasks such as scaffolding new projects, building UI patterns, and converting Figma designs into Salt code via the Model Context Protocol.

Twitter MCP Server

Model Context Protocol server that enables programmatic interaction with Twitter API, allowing users to post tweets, search for content, and retrieve user timelines through standardized MCP tools.

Flight MCP Server

A real-time flight tracking interface for LLMs that connects AI assistants to live aircraft data from ADS-B Exchange, enabling searches by location, specific flight tracking, military aircraft monitoring, and aviation pattern discovery.

HiGHS MCP Server

Provides linear programming (LP), mixed-integer programming (MIP), and quadratic programming (QP) optimization capabilities using the HiGHS solver, enabling AI assistants to solve complex optimization problems like production planning, logistics, and portfolio optimization.

MoneyChoice

The MoneyChoice MCP Server delivers institutional-grade economic forecasts powered by a proprietary quantum-inspired analytical framework that evaluates vast market state possibilities simultaneously rather than relying solely on historical price patterns. Since 2015, MoneyChoice Capital has maintained a documented 80%+ prediction accuracy rate through strict signal validation and full performance

Bruno MCP Server

Integrates Bruno CLI for API testing, enabling users to run API requests and collections, manage environments, generate test reports (JSON/JUnit/HTML), and validate collection structures through natural language commands.

Apollo MCP Server

Enables sales intelligence and outreach automation through Apollo.io's 275M+ contact database. Supports prospecting, contact enrichment, email sequences, workflow automation, and pipeline management.

systerd-lite

An AI-Native OS Core that enables LLMs to autonomously monitor, control, and optimize Linux systems with 200+ system control tools covering process management, security, containers, and self-editing capabilities.

MCP Streamable HTTP Server Template

A dual-runtime template for building Model Context Protocol servers compatible with Node.js and Cloudflare Workers. It features integrated OAuth, encrypted token storage, and multi-tenant session management to simplify the creation of secure tool, resource, and prompt interfaces.

Repo Docs MCP

A generic MCP server that exposes local repository checkouts, allowing users to search and read code and documentation through natural language. It supports multiple instances, enabling seamless interaction with various codebases via configurable tool prefixes and URI schemes.

Bitcoin MCP

一个模型上下文协议（MCP）服务器，为像 Claude Desktop 和 Cursor 这样的 AI 应用提供比特币工具，使它们能够与比特币网络交互并管理钱包操作。

Markitdown MCP Server

Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTML, CSV, JSON, XML, ZIP, EPubs) to Markdown for use with Large Language Models. Deployed as a pay-per-event Apify Actor with Streamable HTTP transport.

OpenVSP MCP Server

Enables automated geometry editing and aerodynamic analysis using OpenVSP and VSPAero through natural language. Provides tools to modify aircraft geometry parameters and run computational fluid dynamics simulations programmatically.

poof-mcp

An MCP server that enables AI agents to control the macOS Terminal.app using AppleScript and the zmx session manager. It allows agents to send keystrokes, type text, and capture screen output in real-time.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

Jira Insights MCP

一个 MCP 服务器，允许管理 Jira Insights (JSM) 资产模式，通过模型上下文协议实现对象模式、对象类型和对象的 CRUD 操作。 **Explanation of terms:** * **MCP Server:** MCP 服务器 (MCP fúwùqì) * **Jira Insights (JSM):** Jira Insights (JSM) (Jira Insights (JSM)) - Note: It's common to keep the English name as it is. * **Asset Schemas:** 资产模式 (zīchǎn móshì) * **CRUD Operations:** CRUD 操作 (CRUD cāozuò) - Create, Read, Update, Delete * **Object Schemas:** 对象模式 (duìxiàng móshì) * **Object Types:** 对象类型 (duìxiàng lèixíng) * **Objects:** 对象 (duìxiàng) * **Model Context Protocol:** 模型上下文协议 (móxíng shàngxiàwén xiéyì) Therefore, the translation combines these terms to accurately convey the meaning of the original English sentence.

NestJS MCP Server

A demonstration implementation of Model Context Protocol (MCP) using NestJS framework, allowing developers to build MCP-compatible applications with playground testing capabilities.

HPSSC MCP Server

This server enables communication with the Himachal Pradesh Staff Selection Commission API, allowing users to interact with HPSSC services through natural language using the Multi-Agent Conversation Protocol.

Cloudflare Remote MCP Server (Authless)

A template for deploying custom MCP servers on Cloudflare Workers without authentication. Allows you to create and expose custom tools that can be accessed from remote MCP clients like Claude Desktop or Cloudflare AI Playground.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that allows you to create and expose custom tools to AI assistants without requiring authentication.

Aerith Admin MCP Server

实现一个受 MANUS 启发的开发工作流程，用于具有浏览器自动化功能的 RBAC 仪表板应用程序，旨在通过 Cursor IDE 的 MCP 集成进行访问。

Giphy MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Giphy API, allowing users to search, retrieve, and manipulate GIF content through natural language commands.