Discover Awesome MCP Servers

OpenRouter MCP Multimodal Server

Enables chat and image analysis through OpenRouter.ai models. Supports text chat, image generation, and analysis with multiple images and custom questions.

Linear MCP Server

Enables interaction with Linear workspace through the Model Context Protocol, supporting issue management, project cycles, teams, and global search.

SuiAgentic

A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.

ts-graph-mcp

A TypeScript code graph tool with MCP integration that enables AI agents to perform semantic search and graph traversal (call graphs, paths between symbols) across a codebase.

gmail-mcp-server

Enables reading unread emails and creating draft replies in Gmail via Claude Desktop.

origin-mcp

Enables AI assistants to control Origin/OriginPro on Windows, including data import, worksheet editing, graphing, analysis, and figure export.

Vibe Preprocessing and Analysis MCP Server

Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

smriti

A lightning-fast, self-hosted knowledge store and memory layer for AI agents

Code Generator MCP Server

Exposes structured code generation tools via MCP protocol, enabling users to generate production-grade Python functions, refactor buggy code, and create multi-function modules using local or cloud-based OpenAI-compatible APIs.

Chaos Mesh MCP Server

Enables chaos engineering on Kubernetes clusters by providing tools to inject faults like network delays, pod kills, and HTTP delays, along with cluster inspection and chaos lifecycle management.

Hetzner MCP Connection

Enables AI agents like Mistral Work to manage Hetzner Cloud VPS services in natural Spanish, including creating, modifying, and deleting servers, networks, firewalls, and storage, as well as automating complex tasks.

aas-mcp

MCP server enabling AI assistants to perform full CRUD operations on Asset Administration Shells, Submodels, and Submodel Elements via the Eclipse BaSyx REST API.

plc-mcp-server

MCP server for industrial PLC integration, enabling AI to read tags, monitor alarms, and interact with Allen-Bradley ControlLogix PLCs via natural language.

Playwright MCP

A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright.

Warden MCP Server

MCP server for Vaultwarden/Bitwarden vault management. Enables AI agents to securely create, search, read, and update vault items via the official Bitwarden CLI, with safe-by-default redaction and support for both stdio and SSE transports.

Magisterium MCP Server

Enables AI assistants to query the Magisterium API for authoritative Catholic Church teaching with citations.

D2L Brightspace MCP Server

Enables AI assistants to interact with D2L Brightspace LMS, providing access to assignments, grades, course content, calendar events, and announcements through automated SSO authentication.

Xero Expenses MCP

Enables interaction with Xero accounting software to create and manage invoices, bills, expenses, and expense claims with file attachments through PKCE authentication.

Whop MCP Server

Official hosted MCP server for Whop, enabling AI clients to manage Whop businesses and resources via OAuth with prepare-and-confirm safeguards.

litejira-mcp

A client-side MCP server that enables AI assistants to interact with the LiteJira issue tracking system for creating, searching, and managing issues via natural language.

@squidlerio/mcp

An MCP proxy that connects AI clients to the remote Squidler MCP server while providing local Chrome session management for testing localhost URLs. It enables transparent tool forwarding and allows browser-based test cases to run through a local browser instead of cloud instances.

MCP Tools

A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

gemini-video-mcp-server

Enables AI coding assistants like Claude Code and Cursor to analyze and understand video content using Google's Gemini AI, supporting long videos, segment analysis, and Q\&A.

Copilot Studio MCP Server

Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3 times) and multi (square a number) tools via Streamable HTTP.

Netbox MCP Server

A powerful integration server that combines Netbox's network infrastructure management capabilities with MCP (Multi-Cloud Platform) functionality.

MCP Server Tools

Provides basic utility tools including calculator for arithmetic operations, text processor for string transformations, and JSON formatter for validating and formatting JSON data.

MCP Server Demo

A demonstration MCP server that provides calculator tools for arithmetic operations, personalized greeting resources, and code review prompt templates. Enables users to perform basic math calculations, generate dynamic greetings, and access reusable code review templates through the Model Context Protocol.

teemux

Aggregates logs from multiple processes and provides an MCP server for AI agents to access, search, and manage logs in real-time.

cro_go_cadastro-mcp

Enables users to query the official Brazilian Regional Council of Dentistry (GO) registry for professional registration data through a read-only MCP server, with pay-per-use prepaid credits.

qasphere-mcp

QA Sphere MCP 服务器，使大型语言模型能够直接与测试管理系统测试用例交互，从而支持 AI 驱动的开发工作流程和测试用例发现。