Discover Awesome MCP Servers

Simple MCP Server

A Python-based MCP server demonstrating tools for math calculations, time retrieval, and echo messages, along with resources and prompt templates.

CDM MCP Server

Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.

xiaohongshu-mcp-py

MCP server for Xiaohongshu automation, enabling feed browsing, search, note publishing, and interaction via Playwright and FastMCP.

Jules API MCP

An MCP server that enables users to manage Google's Jules AI coding agent sessions directly from MCP-compatible clients. It supports creating sessions, approving execution plans, and interacting with session activity to streamline autonomous coding workflows.

AviBase MCP Server

A Model Context Protocol server that provides AI assistants with access to comprehensive bird data, enabling queries across taxonomic classifications, conservation statuses, and geographic distributions from the AviBase dataset.

Commerce Cloud MCP Server

Connects AI applications with Salesforce Commerce Cloud for product management, order analysis, custom object operations, and content asset management.

Uranium MCP Server

Enables LLMs to create and manage NFT collections and assets through the Uranium platform. Supports uploading media files, minting NFTs, and managing ERC721/ERC1155 collections on the blockchain.

MCP Server for Quran.com API

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ECharts MCP Server

A Model Context Protocol server that generates beautiful chart images from ECharts configurations, supporting various chart types with customizable dimensions.

MCP Fetch

Enables browser automation using Puppeteer through the MCP interface. Allows launching browsers, creating pages, and executing arbitrary JavaScript for web scraping, testing, and debugging tasks.

Kaboom Browser AI Devtools MCP

MCP server for browser debugging, inspection, and verification that streams console logs, network errors, and user actions into AI coding assistants.

WorkTracker MCP Server

Enables natural language time tracking and booking for WorkTracker via MCP tools, allowing users to assign time, list projects, and manage daily schedules through conversational commands.

Coreflux MQTT MCP Server

Connects to a Coreflux MQTT broker and provides tools for managing Coreflux commands (models, actions, rules, routes) and executing MQTT operations through natural language interactions with AI assistants.

Taiwan Central Weather Administration MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que interage com a API da Administração Meteorológica Central (CWA) de Taiwan.

Databox MCP

Databox MCP enables you to query live business metrics from 100+ data sources through AI. Ask natural language questions about marketing performance, sales data, analytics, and financial metrics to get instant insights without switching dashboards. Connect platforms like Google Ads, Salesforce, Shopify, Google Analytics, and more.

hubd

A project tracker for teams of humans and AI agents that coordinates work through plain files (markdown and JSONL), providing an MCP server for agents and a CLI for humans.

Sherlog MCP

Provides persistent IPython shell sessions per conversation with DataFrame-centric architecture, enabling stateful data analysis, CLI tool execution, and integration of external MCP servers within the same workspace context.

MCP Skill Registry

A self-hostable MCP server that turns a folder of skills into callable tools via MCP and REST APIs.

Unreal Engine MCP Server

Enables AI assistants to control and automate Unreal Engine through a native C++ Automation Bridge plugin. It supports a comprehensive range of tasks including asset management, actor manipulation, editor control, and blueprint graph editing.

MCP SERVERLY

É um projeto que busca expressar a implementação do protocolo de contexto de modelo (MCP) no SDK base oficial da Anthropic para .NET 9.

MCP Streamable HTTP Demo

Demonstrates an MCP server with calculate and text_stats tools over Streamable HTTP, integrating with LangChain/LangGraph and n8n agents.

MCP Web Utilities Server

Exposes tools for performing web searches via DuckDuckGo and fetching webpage content as simplified Markdown using crawl4ai. It enables language models to search the internet or specific websites and retrieve cleaned page text for analysis.

mcp-gsuite

Enables AI assistants to manage Gmail (list, search, send, label emails) and Google Calendar (list, create, update, delete events) via OAuth 2.0.

EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly through EdgeOne Pages. This self-hosted solution allows for direct file management and website hosting using EdgeOne's infrastructure and KV storage.

Confluence Knowledge Base MCP Server

Turns Confluence documentation into an AI-powered knowledge base, enabling natural language questions about your systems with answers retrieved from your actual documentation through semantic search.

OmniMCP

A semantic router that provides unified access to multiple MCP servers through a single tool interface, using vector search to discover and execute tools across your entire MCP ecosystem while minimizing context token usage.

Finsliparn

Transforms single-attempt coding into a multi-attempt, test-validated refinement loop by running your actual test suite and feeding failures back to the LLM as structured directives.

X (Twitter) MCP server

X (Twitter) MCP server

Quilt MCP Server

Enables searching, analyzing, and managing data packages in a Quilt data catalog through natural language, with 84+ tools including package CRUD operations.