Discover Awesome MCP Servers

cc-delegate

Delegates heavy development tasks from a supervisor to an autonomous worker on a cheaper model via MCP, with isolated git worktrees and provider-agnostic support.

google-maps-mcp-server

Production-ready MCP server for Google Maps Platform APIs, providing 11 tools for directions, places, geocoding, traffic, and road data to empower AI agents with location intelligence.

PyMC Marketing MCP

Provides a controlled interface for Bayesian Marketing Mix Modeling, letting AI agents validate datasets, fit and diagnose MMMs, analyze channel contributions and ROI, simulate and optimize budgets, calibrate with lift tests, and cross-validate models—all with statistical verification, uncertainty reporting, and full provenance.

mcp-web-tools

Provides web search and content extraction tools for AI assistants, with zero configuration and swappable backends.

TradingView MCP

An AI trading copilot that connects to TradingView Desktop via CDP, offering 84 MCP tools, 32 slash commands, Telegram alerts, and Dhan broker bridge for automated trading assistance and analysis.

mcp-test

just a test

Memory Server with Qdrant Persistence

Facilita la representación de grafos de conocimiento con búsqueda semántica utilizando Qdrant, soportando embeddings de OpenAI para la similitud semántica y una robusta integración HTTPS con persistencia de grafos basada en archivos.

Learning System MCP Server

This MCP server provides an AI-driven learning and knowledge management platform that automatically summarizes conversations, manages knowledge graphs, tracks project progress, explores new technologies, and generates study plans through specialized agents.

dual-extract-mcp

Enables structured document understanding of local PDFs via a dual-extract MCP server, combining MinerU text/layout and Qwen3-VL vision with fusion adjudication for field extraction, tables, formulas, and validation. Fully local and offline.

multimodal-reader-mcp

MCP server for analyzing local audio and video files with Google Gen AI, returning structured summaries, timelines, transcripts, and observations.

agid-llm-ui MCP Server

MCP server to help AI assistants generate Italian PA user interfaces by providing components, recipes, accessibility rules, and validation for Bootstrap Italia and Web Components.

ASCIIFlow MCP Server

Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to generate ASCII wireframes and diagrams from natural language descriptions. It provides commands for creating canvases and drawing boxes, lines, arrows, and text using a character-grid coordinate system.

🗄️ Couchbase MCP Server for LLMs

Espejo de

ShortcutsBridge

MCP server that lets ChatGPT list, search, and run your Apple Shortcuts on your own Mac through a local agent and stateless relay.

Serveur MCP Airbnb

Espejo de

RedTeam ML API MCP

Enables security teams to run controlled adversarial penetration tests against authorized ML/LLM API endpoints, scoring responses and generating evidence for compliance frameworks such as SOC 2, ISO 27001, and GDPR.

ServiceNow MCP Server (SSE)

A browser-accessible Model Context Protocol server that enables AI assistants to manage ServiceNow incidents using Server-Sent Events. It provides comprehensive tools for creating, listing, retrieving, and updating incidents through a type-safe RESTful interface.

pterodactyl-mcp

MCP server for Pterodactyl and Pelican game server panels. 73 tools for server management, power control, file operations, backups, schedules, databases, users, nodes, and eggs.

Moodle MCP Server

A powerful Model Context Protocol (MCP) server that seamlessly integrates AI assistants with Moodle Learning Management System. Enable your AI assistant to access courses, retrieve educational content, download resources, and search through your learning materials.

LumiFAI MCP Technical Analysis Server

Proporciona herramientas de análisis técnico para datos de trading de criptomonedas, calculando EMAs (períodos de 12 y 26) para pares de Binance utilizando MongoDB para el almacenamiento de datos.

Speelka Agent

Agente LLM Universal basado en MCP

ARGENTUM

Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation. Karma-weighted verification, slashing, Kleros disputes. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard.

mcp-arcgis-tucson

Enables users to search and query City of Tucson GIS open geospatial datasets (zoning, parcels, public safety, transport, city services) through natural language.

mcp-arcgis-durham

Enables searching and querying Durham, North Carolina open geospatial data from ArcGIS Feature/Map Services, including parcels, zoning, and public safety datasets via natural language or direct tool calls.

Grabba MCP Server

Microservice Connector Protocol server that exposes Grabba API functionalities as callable tools, allowing AI agents and applications to interact with Grabba's data extraction and management services.

multimodal-proxy

为纯文本主模型提供多模态能力的MCP服务器，通过外包图像、视频和音频分析给外部多模态模型并回填文字结果。

MythxEngine

Enables AI to act as Game Master for tabletop RPGs with deterministic dice, five-tier outcomes, FitD-style stress, combat tracking, clocks, investigations, NPC relationships, and world generation via 134 tools over MCP.

Domainnameregistration.com MCP

Enables fast, token-efficient bulk domain name search for AI agents, checking up to 1,000 domains per request to see availability statuses.

gsc-mcp-server

Enables Claude to access Google Search Console data including search performance, URL indexation, sitemaps, and built-in SEO analysis tools such as trending queries, cannibalization detection, and traffic drop diagnostics.

MCPDocSearch

Crawls documentation websites and provides semantic search capabilities over the content through vector embeddings, enabling natural language queries of technical documentation.