Discover Awesome MCP Servers

scorecard-ai-mcp

Enables AI assistants to interact with the Scorecard REST API for exploring endpoints, making test requests, and integrating the SDK into applications.

SSH MCP Server

A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

Trade-MCP

Enables trading automation through Zerodha Kite Connect API, allowing users to place buy/sell orders and fetch holdings via MCP tools accessible to Claude Desktop and other MCP-compatible clients.

computer-use

Provides a JSON-RPC computer use runtime for macOS, exposing 7 MCP tools (observe/act/inspect/session/cancel/trace) as image content blocks so external agents like Claude Code, Pi, OpenCode, or Codex CLI can capture screenshots and drive the desktop with clicks, keys, and typing while enforcing session locking, stale-frame protection, and trace redaction server-side.

chord-synth

Generates chord progression WAV files with 28 presets, 22 arpeggio patterns, 7 instruments, and drum tracks via MCP tools like generate_wav and list_options.

wcprediction-mcp

MCP server for a World Cup 2026 prediction game assistant, providing tools for live game data via PostgreSQL and semantic search over football articles via RAG.

AI Impact MCP

Estimates the environmental footprint of your AI use — energy (kWh), miles driven, water used for cooling, and CO₂ — plus a prompt-efficiency score, working with any AI client by measuring token usage.

srcbridge

A sandboxed file-access MCP server for Claude Desktop, enabling safe read/write access to selected directories with atomic verified writes, undo, and read-only git operations.

Rocketmq Mcp

Servidor Mcp de RocketMQ

mcp-ssb-no

MCP server for Statistics Norway (SSB) PxWebApi, enabling table metadata queries via a single tool.

SouthAsia MCP Tool

Una plantilla para construir herramientas basadas en el marco de trabajo del Protocolo de Control de Modelos (MCP), que proporciona una forma estructurada de desarrollar e integrar herramientas personalizadas con Cursor.

SAP Clean Core MCP Server

Classifies SAP ABAP objects against SAP's official Clean Core release catalog to determine API release status and guide S/4HANA implementation.

Continental-MCP-Server

A research-only MCP server providing read-only data, analytics, and intelligence for Polymarket BTC 5-minute Up/Down markets, enabling LLM agents to query market snapshots, performance metrics, and strategy candidates.

ts-mcp-starter

A weather simulation MCP server that provides deterministic mock weather data for any city, including current conditions and forecasts.

ragjson-zvec

MCP server for semantic search over local knowledge bases, powered by zvec vector database. It consumes change files (.mushroom) and provides a 'query' tool for retrieval.

@byimprint/mcp-server

Retired MCP server for byImprint's historical creator-intelligence experiment. It is no longer active.

flowbite-mcp

This MCP server is the official resource of the Flowbite UI framework and enhances development of websites, layouts, and themes using Tailwind CSS

Watermarking Authenticity MCP

Provides AI content watermarking and C2PA compliance for EU AI Act Article 50, enabling detection, verification, and batch processing of authenticated content.

@page2ai/mcp

Converts any web page URL into clean Markdown for LLM context (Claude, ChatGPT, etc.) with zero external API calls, running entirely locally.

cyberpanel-mcp

MCP server for CyberPanel that enables AI-driven management of web hosting servers, including websites, databases, email, and more via 200+ tools.

hive-mcp-spire

Provides tools to sign and verify post-quantum attestations of AI agent actions (mint, trajectory, coherence) using ML-DSA-65 signatures, with offline verification always free.

CreativeScope MCP

Mobile-game ad creative intelligence for MCP-enabled agents, providing live access to creative search, rankings, advertiser profiles, and AI analysis from public ad placements across major SDK ad networks.

page-fetcher-mcp

An MCP server for fetching and scraping web pages, providing fetch_url and scrape_url tools.

Yahoo Mail MCP Server

An MCP server that provides full email management for Yahoo Mail via IMAP, including tools to list, read, search, delete, archive, flag, and move emails, with secure OAuth authentication and support for local and remote deployments.

sully-termux-mcp

A secure MCP gateway for Termux that exposes filesystem, shell, and Termux:API tools over a local HTTP endpoint with admin controls, job management, and upstream support.

gwanggo-mcp

Enables AI agents to generate images and videos using 30+ models (Seedream, Sora, Veo, etc.) via the Gwanggo API. Provides tools for model listing, image/video generation, task checking, and credit balance.

MileHost MCP Server

Enables AI coding agents to manage cloud containers, create and edit files, run commands, and deploy projects directly.

microquery-mcp

MCP server to ask research questions about real-world datasets and get actual database records back, with auto-registration and trial credit.