Discover Awesome MCP Servers

Data Analytics MCP Toolkit

An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.

my-model-context

CLI para gerenciar configurações locais do servidor MCP

blend-ai

An MCP server that enables AI assistants to control Blender through 108 specialized tools for 3D modeling, animation, and rendering. It provides a secure, thread-safe interface to execute validated operations in Blender using natural language commands.

MCP Demo

A FastMCP-based server providing tools for weather queries, random number generation, and real-time stock market data retrieval. It enables AI models to interact with external data and perform specific tasks through the Model Context Protocol.

REE MCP Server

Enables natural language conversations with Spain's electrical grid data through Claude, providing real-time access to electricity demand, generation, prices, and emissions data from Red Eléctrica de España (REE).

freispace Analytics MCP Server

Enables AI assistants to query freispace scheduling software data including staff management, project analytics, resource availability, and holiday planning. Provides comprehensive insights for media teams while respecting user permissions and data safety.

Windows Crate Docs Search MCP

Um servidor MCP que permite pesquisar a documentação da API do crate Rust para Windows.

ADT MCP Server

Enables interaction with SAP ABAP systems through ABAP Development Tools (ADT), providing access to repository objects, source code, where-used analysis, and SQL queries with support for both on-premise and BTP systems.

TestRail MCP Server

Enables management of TestRail projects, test cases, runs, and results directly through MCP-supported clients. It provides a comprehensive set of tools to interact with the TestRail API for seamless test cycle management within AI environments.

ActivityWatch MCP Server

Enables LLM agents to query and analyze ActivityWatch time tracking data, including window activity, web browsing, and category management with natural language time periods and automatic data aggregation.

Swap API

Free DEX aggregator API that returns executable swap calldata across 46 EVM chains. No API key required. Single GET request returns ready-to-sign transactions for any token pair.

TDX MCP Server

An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted IT service management through natural language. It exposes 41 tools for managing tickets, assets, CMDB, knowledge base articles, and other core TDX domains.

Daytona Playwright MCP Server

An MCP server that enables users to control a full Chrome browser running in a Daytona cloud sandbox, allowing web browsing, interaction, and screenshot capture through Claude or other MCP clients.

drupal-mcp

MCP server for Drupal sites via JSON:API, enabling CRUD operations on nodes, taxonomy terms, and users using natural language.

vmd-mcp

Enables control of VMD2 for molecular dynamics analysis through natural language, allowing users to load structures, set representations, measure distances, compute RMSD, and render images without Tcl scripting.

h1b-mcp

An MCP server that enables users to query H1B visa sponsorship data, approval rates, and top roles using public Department of Labor records. It provides tools for looking up company-specific stats and filtering sponsors by job title, city, or state.

Open MCP Server

A modular productivity automation server providing reusable prompt templates, composable skills, and multi-step workflows for tasks like daily planning, code review, document summarization, and project management.

Data Discovery Tool

Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.

MCP-Kanka

Enables AI assistants to interact with Kanka campaigns through CRUD operations on entities like characters, locations, organizations, and quests, with support for markdown content, batch operations, and efficient synchronization.

granola-mcp

A starter template for building MCP servers with support for No Auth, API Key, and OAuth authentication using the Dedalus Labs DAuth framework.

promptpilot-mcp-server

Generate images, video, and audio directly in Claude Code, Cursor, Windsurf, or any MCP-compatible AI agent. 20+ models — Flux, GPT-Image-1, Imagen 4, Grok Imagine, Seedance, ElevenLabs TTS, and more. Free models work without an API key. Paid models require a Pollinations key.

Hiworks Mail MCP

A Model Context Protocol server that allows integration with Hiworks mail system to search, read, and send emails with support for text, HTML, and attachments.

Keka MCP Server

Integrates with Keka HR platform to manage employee profiles, attendance, leave applications, payslips, and holidays through OAuth2-authenticated API tools.

code2prompt-mcp

Um servidor MCP que analisa bases de código e gera prompts contextuais, facilitando para assistentes de IA entender e trabalhar com repositórios de código.

MCP Server Template

A template repository for creating MCP servers that can be easily containerized and used with MCP clients.

need

AI agents hallucinate package names. need gives them a verified index of 10,000+ CLI tools — and a closed feedback loop that gets smarter with every install.

Poof Background Removal MCP Server

Enables AI assistants to remove backgrounds from images using the Poof API via URLs, file paths, or base64 encoding. It also allows users to monitor their account information and remaining credit balance.

Windows CLI MCP Server

Enables secure command-line interactions on Windows systems with support for PowerShell, CMD, Git Bash, and WSL shells, providing controlled file access, command execution, and configurable security restrictions.

SAP Fiori Jetpack Compose UI SDK Documentation MCP Server

Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation, including API references and feature guides. It enables users to list, search, and retrieve content from over 6,000 documentation files to support Android development.

Tencent RTC MCP Server

The Tencent RTC MCP Server provides real-time communication capabilities such as audio and video chat. By integrating this MCP Server into your application or project, you can easily implement secure, high-quality real-time voice and video communication.