Discover Awesome MCP Servers

mcp-server-dev-test

A Model Context Protocol server implementation using Node.js, TypeScript, and Bun, designed for serverless and edge deployments on Vercel and Cloudflare.

RAGFlow MCP Server

Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling AI models to perform semantic retrieval, manage datasets, and handle document chunks. It supports advanced features like GraphRAG and RAPTOR for sophisticated knowledge base management and natural language querying.

pith

MCP server for task management that enables AI agents to read, create, update tasks, and track work sessions, allowing agents and humans to collaborate on the same task board.

qiskit-sim-mcp

This MCP server enables Claude Desktop to create, visualize, and simulate quantum circuits using Qiskit and Qiskit Aer, with support for preset circuits, custom QASM, and noise modeling.

Weather MCP Server

A real-time weather query server based on the HelloAgents framework that provides weather data for major Chinese cities and global locations via the wttr.in API. It allows users to retrieve temperature, humidity, and atmospheric conditions without requiring an API key.

EcoGO Flights

MCP đặt vé máy bay Ấn Độ

Clockify MCP

Clockify MCP

Wasapi MCP Server

Enables managing WhatsApp Business accounts through natural language, including sending messages, managing contacts, and querying conversations.

Notion MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) kết nối các trợ lý AI như Claude với không gian làm việc Notion, cho phép chúng xem, tìm kiếm, tạo và cập nhật cơ sở dữ liệu, trang và khối nội dung Notion.

Simple Console MCP

A minimal browser debugging MCP server that monitors Chrome Console logs and executes JavaScript. 97% lighter than full DevTools alternatives, providing just 4 essential tools for efficient debugging without consuming excessive context tokens.

chrome-pilot-mcp

Connects to a running Chrome instance via CDP to expose browser control as MCP tools, preserving login state, cookies, and extensions for automation.

YouTube MCP Server

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pubmed-search-mcp

An intelligent research assistant MCP server for AI agents, providing task-oriented literature search and analysis across multiple academic databases.

ChemMCP

A chemistry computation platform providing 19 professional tools for molecular structure processing, including SMILES conversions, molecular calculations, functional group identification, visualization, and AI-powered molecule generation and description.

Playwright MCP

Enables AI assistants to interact with web browsers in real-time through Playwright, providing DOM access, screenshots, and interaction recording to generate accurate, context-aware test scripts.

MCP Server Kubernetes

Enables comprehensive Kubernetes cluster management through kubectl operations, Helm chart deployments, pod troubleshooting, and node management. Supports both read-only and full cluster administration capabilities with built-in safety features.

TheAlmanac

Enables programmers to search, download, and access up-to-date API and software documentation through MCP tools, integrating with LLMs like Claude for Desktop.

AgentHub

A local MCP server that orchestrates multi-agent coding teams by spawning workers, delegating tasks, and managing session lifecycles through an external MCP client.

PostgreSQL MCP Server

Enables AI assistants to query and manage local PostgreSQL databases through SQL execution and schema exploration tools. It supports both read-only queries and write operations including table creation and data modification via natural language.

openbeautyfacts

Enables querying Open Beauty Facts product data through natural language, using the Pipeworx MCP gateway.

JamJet

Durable, agent-native AI runtime with native MCP client and server support. Rust core for performance with Python SDK for workflow authoring. Features graph-based workflows, durable execution, A2A protocol support, and multi-agent coordination.

Jokes MCP Server

An MCP server that provides jokes to Microsoft Copilot Studio, demonstrating how to deploy a Model Context Protocol server that delivers Chuck Norris and Dad jokes upon request.

Shopify Storefront MCP Server

Provides access to the Shopify Storefront API via MCP, enabling AI assistants to query and interact with Shopify store data such as products, collections, carts, and customer information.

MemoryVault MCP

A self-hosted, graph-aware memory server for AI assistants that provides persistent memory across sessions with hybrid search and knowledge graph capabilities.

MCP Vertica

Enables interaction with Vertica databases through SQL queries, schema management, and bulk data operations. Supports connection pooling, SSL/TLS security, and configurable permissions for database operations.

superpower-codex-mcp

Coordinates Codex and Antigravity CLI for a structured software development workflow with workspace authorization, Git-based verification, and acceptance criteria.

claude-max-mcp

An MCP server that enables any AI agent to call Claude using your existing Max/Pro subscription via OAuth, avoiding additional API billing.

linkedin-campaign-manager-mcp

MCP server for the LinkedIn Marketing API — query campaigns, performance, and Lead Gen Forms from Claude in plain English. 19 read-only tools covering ad accounts, campaigns, creatives, performance analytics, demographics, video analytics, budget pacing, period comparisons, conversions, Lead Gen Forms, audiences, and targeting facets. Built for B2B paid social teams.

Rasmio MCP Server

Provides access to the Rasmio API for searching and retrieving detailed information about Iranian companies and individuals. It enables users to look up registration details, addresses, and legal status using national IDs or general search queries.

inventor-mcp

MCP server for parametric 3D modeling in Autodesk Inventor, enabling natural language control of sketching, extrusion, hole features, and sheet metal operations.