Discover Awesome MCP Servers

DM3 MCP Server

An MCP server for the DM3 game engine that enables AI assistants to create, build, and run game projects, generate components, query documentation, and validate code.

IBKR-MCP-Server

MCP server for Interactive Brokers TWS API that enables AI assistants to retrieve portfolio, account information, and real-time market prices.

MCP Weather Workshop

A step-by-step workshop for building an MCP server that provides weather tools to AI agents, enabling secure API key usage.

gmail-mcp-server

A comprehensive MCP server for Gmail, providing 17 tools to read, send, search, and manage emails with OAuth2 authentication, including attachment handling and privacy features.

Nemo

An MCP server that enables users to transform AI conversations into a structured, searchable knowledge base by saving ideas, code snippets, bookmarks, and reminders. It supports persistent storage through Supabase or PostgreSQL and includes webhook integrations for automating workflows with external tools.

weeek-mcp

MCP server for WEEEK Public API v1 enabling management of tasks, projects, boards, tags, custom fields, time tracking, and CRM entities.

simulink-mcp

Give AI agents structured access to Simulink models via the MATLAB Engine for Python, enabling model lifecycle management, parameter queries, diagnostics, and more.

OpenAI Ads MCP

Enables management of OpenAI Ads campaigns, ad groups, ads, and insights through MCP, with approval-gated live mutations for safe write operations.

MCP-RAG

An MCP-compatible system that handles large files (up to 200MB) with intelligent chunking and multi-format document support for advanced retrieval-augmented generation.

TradesPro

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

world-model-mcp

Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.

io.github.Aguantar/clickhouse-dataops-mcp

A DataOps-focused MCP server for ClickHouse that provides query optimization advice, pipeline latency analysis, and data quality monitoring, with read-only safety.

WHOOP MCP Server

Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart rate) from any MCP-compatible AI client, supporting remote and direct modes.

cesm-runner-mcp

MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. Complements CrocoDash MCP for grid creation and forcing.

VoiceOS Discord MCP Server

Enables VoiceOS to read and write Discord messages through Composio's DISCORDBOT toolkit, with authentication handled via Composio Connect.

File System MCP Server

镜子 (jìng zi)

Recash1 MCP Server

Enables access to the Recash1 API for searching and retrieving product information from a database, including filtering products and getting all products with their codes.

AsyncAPI-MCP

An MCP server that gives AI assistants access to the AsyncAPI specification - search, explore and retrieve any version of the spec directly from your coding tool.

Pistachio MCP Server

A remote MCP server built with Node.js and TypeScript that enables tool calls and prompt templates via streamable HTTP transport. It includes example implementations for a calculator and localized greetings, featuring built-in CORS support for web-based clients.

Meetup MCP Server

A Model Context Protocol implementation for managing context, prompts, and model interactions in Meetup applications.

mind-mem

Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall with 18 MCP tools, adaptive block metadata (A-MEM), intent-aware routing, contradiction detection, and governance workflows. Zero external dependencies. Drop-in memory for Claude Code and any MCP-compatible agent.

AgentVeil Protocol

Trust, identity, and reputation infrastructure for AI agents. Register agents with W3C DID (Ed25519), check EigenTrust reputation scores, submit peer attestations, search agents by capability, and verify IPFS-anchored audit trails. 11 tools.

Trello MCP Server

Enables AI assistants and automation tools to interact with Trello boards, lists, and cards through a standardized interface. Supports creating, moving, archiving cards, adding comments, managing labels, and performing batch operations across Trello workspaces.

JetsonMCP

Connects AI assistants to NVIDIA Jetson Nano systems for edge computing management, enabling natural language control of AI workloads, hardware optimization, and system administration tasks.

mcp-confluent

一个 MCP 服务器实现，旨在与 Confluent Kafka 和 Confluent Cloud REST API 进行交互。

Enterprise MCP Server

Production-grade FastMCP 3.x server template for scalable semantic tool retrieval, dynamic providers, paginated tool lists, and role-based progressive disclosure.

notion-mcp-wrapper

Wraps Notion's MCP server with health monitoring, auto-reconnect, and fallback to direct REST API, enabling reliable Notion page operations from headless environments.

mcpcraft

A lightweight SDK for building Model Context Protocol (MCP) servers with zero-config setup, automatic TypeScript type inference, and Zod runtime validation.

Time MCP Server

Enables LLMs to retrieve current time information for specific IANA timezones or the local system timezone. It provides accurate ISO 8601 timestamps and detects daylight saving time status for requested locations.