Discover Awesome MCP Servers

MCP Lottery Demo

Enables random selection tools including lottery drawing from option lists, dice rolling with customizable sides and counts, and coin flipping. Supports both single and multiple draws with duplicate control options.

LLM Responses MCP Server

A Model Context Protocol server that enables collaborative debates between multiple AI agents, allowing them to discuss and reach consensus on user prompts.

Gemini Nanobanana MCP

Enables AI image generation, editing, composition, and style transfer in Claude conversations using Google's Gemini 2.5 Flash model. Automatically saves generated images to a local directory.

AgentShield MCP Server

Exposes AgentShield security scanning tools to protect AI clients by detecting threats like prompt injections, PII leakage, and SSRF. It enables real-time monitoring of inputs, outputs, and tool definitions to ensure secure interactions with AI models.

claude-tws-connect

An MCP server that enables interaction with Interactive Brokers TWS/Gateway via natural language for portfolio management and market data retrieval. It provides tools for account summaries, historical data, and a secure two-step confirmation process for placing and canceling orders.

Base MCP Server

Enables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet management, token transfers, smart contract deployment, NFT operations, DeFi interactions with Morpho vaults, and fiat onramp functionality.

Local Mem0 MCP Server

A fully self-hosted MCP server that integrates the Mem0 framework to provide persistent memory capabilities for AI assistants using local models and vector storage. It enables users to store, search, and manage contextual information across conversations through a Docker-based deployment.

browser-inspector-mcp

Gives AI coding tools access to the CSS cascade the way DevTools does — which rules matched, which won, where each came from.

social-neuron

52-tool MCP server for AI-powered social media management. Create content with 35+ AI models, distribute to multiple platforms, track analytics, and optimize with closed-loop learning.

MCP Test Server

A Model Context Protocol server that enables LLMs to interact with user and task data through JSON-RPC, offering tools like user management, task creation, and search functionality.

Rabi MCP Server

Provides 5 quantum physics simulation tools for AMO (Atomic, Molecular and Optical) physics, including two-level atom dynamics, Rabi oscillations, Bose-Einstein condensates, absorption spectra, and cavity QED simulations.

MCP with Gemini Integration

Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.

Traefik MCP Server

Enables AI assistants to query and manage Traefik reverse proxy configurations, including routers, services, and middlewares, through natural language. It supports monitoring service health, viewing statistics, and performing administrative tasks across various providers like Docker.

Adamik MCP Server

Mirror of

centian

Control and verify what your AI agents actually do — in real time. AI agents are not aligned on what “success” actually means. Centian lets you define success — and enforce it.

Forecast Storage MCP Server

Enables storing and retrieving weather forecasts with text and audio in Google Cloud SQL PostgreSQL, supporting full internationalization, TTL-based caching, and automatic expiration management.

MCP Power - Knowledge Search Server

Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.

Markdown RAG

A Retrieval Augmented Generation system that enables AI assistants to perform semantic searches and manage document indices for markdown files. It supports PostgreSQL with pgvector and integrates both Google Gemini and Ollama for intelligent embedding generation.

Remote MCP Server (Authless)

Enables deployment of Model Context Protocol servers on Cloudflare Workers without authentication requirements. Provides a template for creating custom MCP tools that can be accessed remotely via SSE endpoints and integrated with Claude Desktop or Cloudflare AI Playground.

Xcode Index MCP

Gives Goose/Cursor access to your iOS/macOS project index through the Model Control Protocol (MCP) and IndexStoreDB. This provides exhaustive lists of function call sites to help your agent with refactoring and code navigation.

Jacobgoren Sb_workato Mcp Server

Mirror of

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser through Chrome DevTools. Provides browser automation, performance analysis, debugging capabilities, and network request monitoring.

MCP File & Git Manager Server

Provides file system operations (read, write, list, delete) and Git repository management (status, commit, push, pull, diff) for n8n workflows through the Model Context Protocol.

Astro Blog MCP Server

Enables automated blog post creation and management for Astro blogs deployed on Vercel through GitHub integration. Supports secure API-based operations with automatic deployment triggers and integration with automation tools like n8n.

A2A MCP Server

A bridge server that enables MCP-compatible AI assistants like Claude to seamlessly discover, communicate with, and manage A2A protocol agents.

CJ MCP Server

Provides comprehensive access to the Commission Junction affiliate network API for both publishers and advertisers. It enables users to manage affiliate links, track commissions, search for products, and handle order conversions through natural language interfaces.

SQL Server Table Assistant - Modal Context Protocol

SQL Server Agent tool (with MCP)

Web Search MCP Tool

Enables performing Google searches and retrieving content from the top 5 non-social media results. Returns crawled web page content as a single consolidated string for analysis.

Databricks MCP Server

A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Code to interact with Databricks functionality including clusters, jobs, notebooks, and SQL execution through natural language commands.

xiaobenyang-mcp-2

xiaobenyang-mcp-2