Discover Awesome MCP Servers

MCPlayerOne

Enables playing AI-generated text-based maze adventure games with synthwave themes. Create custom game worlds from any theme or URL, explore locations, collect items, and compete on leaderboards through natural language commands.

clever-code-mode-mcp

An MCP server that gives AI agents full access to the Clever Cloud API through three tools: search, execute, and doc, using a code mode pattern to compose API commands.

Minimal MCP Hello Server

A minimal MCP server template that provides a basic endpoint for testing ChatGPT integration. Designed to be deployed on Render's free plan as a starting point for building custom MCP servers with external API integrations.

Master Control Program (MCP)

An orchestration system that breaks down user prompts into actionable tasks and delegates them to specialized agents (Roo Modes) using LangChain.

productive-mcp-rb2

Enables interaction with Productive.io for task management, time tracking, budget monitoring, and project overview through natural language.

mcp-abap-adt

A lightweight MCP adapter providing unified access to SAP ABAP metadata, source code, and diagnostics through ADT services.

PostgreSQL MCP Server

Exposes PostgreSQL database operations as tools for AI assistants, allowing execution of SQL queries and inspection of database schema.

AWS Security MCP Server

Enables management and analysis of AWS security groups, S3 buckets, and VPC connections via MCP.

Workspace MCP Server

Enables AI agents to query MongoDB databases and project management REST APIs through a universal MCP interface, providing read-time access to workspace data.

mcp-chat-visualizer

Visualizes conversations as structured hierarchical mind maps by injecting a prompt that instructs the LLM to generate a JSON mind map — no external APIs required.

ODPS MCP Server

Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of allowlisted tables via tools like list_allowed_tables, describe_table, preview_table, and run_select_sql.

Supabase MCP Server

Connects AI assistants to Supabase projects to manage databases, execute SQL queries, and handle project configurations. It enables tasks like table management, edge function deployment, and log retrieval through the Model Context Protocol.

ftc-mcp

MCP server that injects verified FTC documentation and code examples into AI assistants, enabling teams to write correct, competition-ready Java robot code through natural language.

Drive-Time Plotter MCP

Analyzes traffic patterns throughout the day using Google Maps API and provides visual insights and recommendations for optimal commute times.

mcp-adf

Enables interaction with Azure Data Factory instances, allowing users to list, read, create, update, and trigger pipelines, datasets, linked services, and runs through natural language.

atlas-mcp

Connect AI coding agents to Atlas knowledge hub for context retrieval and work capture.

Zoom API MCP Server

一个全面的模型上下文协议服务器，能够与全套 Zoom API 端点进行交互，并提供结构化的工具，通过适当的验证和 OAuth 2.0 身份验证来管理会议、用户、网络研讨会和其他 Zoom 资源。

Novel Writing Assistant MCP Server

Enables authors to manage characters, chapters, world settings, and plot lines for novel writing, with creative inspiration tools.

odxproxy-mcpserver

MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling programmatic access for MCP-compatible clients.

MIND MCP Server

Enables AI agents to persist and retrieve memories via a personal knowledge graph, with tools for emotional intelligence, CRM, life management, social features, self-training, and autonomous insights.

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

rope-mcp-server

Provides Python refactoring capabilities via the Rope library, enabling AI agents to perform safe, project-wide code transformations such as renaming symbols, moving modules, and extracting methods.

Zen MCP

An orchestration server that enables AI agents to collaborate across multiple AI models for advanced code analysis, debugging, and development workflows. It maintains context persistence across sessions, allowing agents like Claude to delegate subtasks to other models like Gemini or O3 seamlessly.

pinescript-mcp

Provides comprehensive Pine Script v6 documentation and tools to help AI assistants look up functions, validate syntax, and generate accurate code. It enables linting, version conversion from v5 to v6, and deep conceptual analysis to prevent code hallucinations.

Decision State MCP

A small MCP server that stores and retrieves compact decision-relevant state (goals, constraints, facts, decisions) outside the chat context, enabling easy retrieval for Claude Code or Codex.

kage-mcp

A lightweight MCP server for parsing HTML, fetching URLs, rendering terminal-style screenshots, and executing JavaScript on static HTML without external dependencies.

Calculator MCP Server

Provides basic arithmetic operations and advanced mathematical functions through the Model Context Protocol (MCP), with features like calculation history tracking and expression evaluation.