Discover Awesome MCP Servers

hotspot-MCP

Enables Claude LLM to run HotSpot atmospheric dispersion simulations via natural language requests, supporting multiple release models and returning parsed results.

MCP Compact

Aggregates multiple upstream MCP servers into a single stdio-only runtime with a compact surface exposing only invoke and read.

ocr-extract

Enables OCR text extraction from images via URLs or base64, with pay-per-call using x402 micropayments (USDC on Base L2).

DOM Inspector Plus MCP Server

Gives Claude the ability to inspect and extract UI components from any webpage through a Chrome extension, enabling element discovery, style extraction, and design token analysis.

io.github.shigechika/aruba-central-mcp

MCP server for Aruba Central that exposes access point, switch, and wireless client status to MCP-compatible AI assistants via STDIO transport.

misMEM

Provides persistent, cooperative memory for LLMs via MCP, with SQLite storage and tools for capturing, recalling, consolidating, crystallizing, and forgetting memories across sessions.

Redis MCP Server

Permite a los usuarios realizar operaciones en la base de datos Redis utilizando las herramientas del Protocolo de Contexto de Modelo (MCP), lo que permite una gestión eficiente de los datos a través de comandos como establecer, obtener y escanear campos hash.

wallstreetcn-mcp

A remote MCP server on Cloudflare Workers that supports tool registration and connects to AI clients like Cloudflare AI Playground and Claude Desktop without authentication.

openzim-mcp

MCP server for reading and searching ZIM archives, optimized for single-user deployments with a persistent Wikipedia archive.

ollama-vision-mcp

A Python MCP server that gives vision capabilities to text-only LLMs by exposing an analyze_image tool that sends local images to a vision-capable Ollama model and returns textual descriptions.

worker-bridge

Delegate coding tasks to external AI coding agents in isolated git worktrees with independent verification, enabling any MCP client to orchestrate multi-agent workflows.

gemini-nano-banana-mcp

MCP server that enables Claude Code to generate images using Google's Gemini image generation models.

Table Charts

TableCharts MCP Server gives any LLM assistant the ability to instantly convert tabular data into beautiful, hosted, interactive dashboards. Simply provide JSON rows, raw CSV text, or a public URL (Notion page, Google Sheet, or Salesforce report), and get back a shareable dashboard URL plus an embeddable iframe code — all in one tool call. Supports 6 chart types: bar, line, area, pie, scatter, a

qucs-mcp

Enables MCP-compatible agents to generate Qucs circuit schematics, run simulations, and parse results programmatically.

dwf-mcp-server

Enables control of Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer) over USB, supporting devices like Analog Discovery 2/3 and Digital Discovery.

NEAR MCP Server

The NEAR MCP Server enables AI agents to interact with the NEAR Protocol blockchain, providing smart contract interaction, transaction handling, and event listening with AI-driven processing.

Drake Lyrics MCP

Creates Drake-style rap bars from any situation you type, and provides a complete MCP example with tools, resources, prompts, and an interactive UI widget.

Exa Websets MCP Server

A Model Context Protocol server that enables interaction with Exa's Websets API for AI-powered web search and data collection, allowing users to create and manage customized websets through natural language queries.

Spotify MCP Server

Conecta a Claude con Spotify para controlar la reproducción, buscar música, obtener información de las canciones y administrar la cola a través de la conversación.

python-mcp-server

A simple note-taking MCP server that allows adding notes and summarizing them via a prompt.

Quant Research Assistant

A comprehensive quantitative finance MCP server providing live financial analysis, including price/risk metrics, HMM market regime detection, backtesting, options analytics, fundamentals, sentiment, Monte Carlo simulation, pairs trading, factor models, and portfolio optimization. It integrates with Claude via natural language commands and uses only free data sources.

research-mcp

Enables semantic search across personal PDF paper collections with page-level citations, allowing users to query their library from any MCP-capable client.

Agents Registry MCP Server

Enables AI agents to discover each other and communicate through cryptographically verified messaging and secure inbox management via the Agents Registry. It provides tools for Ed25519-based identity authentication, message signing, and agent discovery across domains.

anki-mcp

Enables reading and writing to your local Anki collection through AnkiConnect, allowing creation, update, and search of notes and decks from MCP clients like Claude Desktop.

BindAliasPlus MCP

MCP bridge for the BindAliasPlus Minecraft mod that lets AI agents control Minecraft by querying game state, taking screenshots, executing aliases, and editing the mod config.

kbg-viewer

Un componente personalizado de Vue.js para visualizar gráficos de bases de conocimiento generados a partir de servidores de memoria MCP.

FirmMem MCP Server

A pure SQLite structured long-term memory MCP server for AI agents, featuring adaptive Ebbinghaus forgetting curves, hierarchical memory tiers, trust feedback, and anomaly detection—all fully offline with deterministic scoring.

chrome-devtools-mcp

Enables AI to interact with Chrome DevTools Protocol to inspect and debug live web pages, including DOM, styles, console logs, and network requests.

Mobile MCP Server

A mobile automation MCP server providing 39 tools for Android and iOS device control, enabling AI agents to perform UI interactions, screenshot analysis, and coordinate-based operations.

mcp-python-bitcoinlib

An MCP server that exposes the python-bitcoinlib API. It provides tools for Bitcoin key management, address generation, transaction building, script operations, and cryptography.