MCP Apps & Servers

Nexus Research System

pleiadian53

Advanced multi-agent research system for autonomous scientific discovery and publication-quality report generation.

MCP Serverless

tilfin

A lightweight serverless implementation of the Model Context Protocol for building AI toolsets.

mcp-ankiconnect

samefarrar

Integrate Claude with AnkiConnect for seamless spaced repetition and flashcard management.

Amazon Bedrock AgentCore Workshop

aws-samples

Build a production-ready Mortgage Assistant using Amazon Bedrock AgentCore with memory, security, and observability.

Context Creator

matiasvillaverde

High-performance Rust CLI for dependency-aware context engineering, optimizing AI codebase understanding.

F1 Global Tour

jeong-baechoo

MCP server exposing Formula 1 data — teams, circuits, drivers, and race schedules — for AI-driven queries and visualisation.

I Want My MTG

matthewdtowles

Manage Magic: The Gathering collections, track prices, and query card data via MCP tools.

Claude Additional Models MCP

arkya-ai

Integrate Gemini 3.x and GLM-5 into Claude Desktop to offload heavy tasks and reduce Pro message consumption by up to 10x.

ArXiv MCP Server

blazickjp

Search and analyze arXiv research papers directly within your AI assistant with local storage and semantic search.

Face Generator

dasheck0

Generate realistic human face images with custom shapes and sizes via MCP

Google Search Console MCP

AminForou

Analyze SEO data and Google Search Console insights through natural language conversations with your AI assistant.

Dify Workflow MCP Server

gotoolkits

Invoke and query custom Dify workflows on-demand through a Model Context Protocol server.

Mobile MCP

runablehq

Control and automate Android devices via Model Context Protocol using structured UI dumps.

Volcano Agent SDK

kong

TypeScript SDK for building multi-provider AI agents that combine LLM reasoning with MCP tools.

MCP Python Echo

dohoon84

A minimal Python-based MCP sample server providing basic echo and addition tools for testing.

D2 MCP

i2y

Programmatic D2 diagram generation and incremental manipulation for AI assistants.

Three.js Scene MCP

optimuspi

Bootstrap physics-enabled Three.js 3D scenes in Claude — inject RAPIER physics, spawn objects, and render via the Three.js 3D Viewer in one workflow.

CloudSword

wgpsec

Comprehensive open-source security tool for discovering and testing risks in public cloud environments.

Conversation Handoff

trust-delta

Transfer AI conversation context seamlessly between different chats, projects, and AI clients

Crawl4AI MCP Server

sadiuysal

Lightweight MCP server exposing Crawl4AI's powerful web scraping and crawling capabilities for AI agents.

Web Element Inspector

freaktwisted666

Interactively inspect any website's HTML and CSS and send detailed element data directly to Claude.

MCPollinations

pinkpixel-dev

Multimodal AI generation server for images, text, and audio powered by Pollinations APIs.

Idea Reality

mnemox-ai

Automatically validate startup ideas by scanning GitHub, HN, npm, PyPI, and Product Hunt to generate a reality score.

MCP AWS Dev

martin-macak

Accelerate AWS development by providing AI access to DynamoDB schemas, Knowledge Bases, and script execution.

Bhwa233 API

lxw15337674

Multi-function MCP server exposing Chinese/US/HK stock market data, crypto prices, futures, web scraping, and AI summaries over HTTP.

Dynamic FastMCP

ragieai

Extends MCP Python servers with context-aware tools that adapt behavior and descriptions based on user and request context.

Dune Analytics MCP

kukapay

Bridge Dune Analytics data to AI agents for real-time blockchain data and query results.