Discover Awesome MCP Servers

Reddit MCP Server

Enables interaction with Reddit through OAuth 2.1 authentication, providing tools for searching content, managing notifications, analyzing posts and comments, and demonstrating advanced MCP features like sampling and real-time notifications.

mcp-qdrant-docs MCP Server

An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

Amazon DynamoDB MCP Server by CData

Amazon DynamoDB MCP Server by CData

PocketBase MCP Server

A comprehensive server that enables advanced database operations with PocketBase, providing tools for collection management, record operations, user management, and database administration through the Model Context Protocol.

Riza MCP Server

An MCP server that wraps the Riza Code Interpreter API and presents endpoints as individual tools.

Appwrite MCP

Enables AI agents to fully automate Appwrite backend operations with 143 tools covering databases, users, storage, functions, messaging, and more. Supports advanced features like GeoJSON attributes, file uploads, function deployment, and bulk operations.

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

MCP Log Reader

A specialized MCP server that helps analyze and debug Model Context Protocol logs by providing Claude with direct access to log files across multiple platforms.

MCP Server POC

A proof-of-concept MCP server demonstrating various capabilities including mathematical calculations, URL fetching, system information retrieval, data processing, and file operations.

MySQL Database Server

Enables LLMs to interact with MySQL databases by inspecting schemas and executing safe, read-only queries within transactions.

protocols-io-mcp-server

A Model Context Protocol (MCP) server that enables MCP clients like Claude Desktop to interact with protocols.io, a popular platform for sharing scientific protocols and methods.

DocAPI MCP

DocAPI is an MCP server that lets AI agents generate PDFs, capture webpage screenshots, and render invoices or documents from HTML templates or structured data, no browser required.

gdb-cli

A GDB debugging tool designed for AI Agents (Claude Code, etc.)

Slack MCP Server

A comprehensive Slack integration server that enables sending messages, managing channels, uploading files, and running Pomodoro timers through FastMCP v2.

Example MCP Server with FastMCP

An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.

Piper TTS MCP Server

Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to convert text to speech and play it through speakers with customizable voice settings and volume control.

iFlytek SparkAgent MCP Server

Enables integration with iFlytek's SparkAgent Platform to invoke task chains and upload files. Provides tools for interacting with iFlytek's AI agent services through the Model Context Protocol.

Gmail MCP Agent

Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, response tracking, and 24/7 operation. Supports CSV-based contact management, template personalization, and real-time monitoring for enterprise-scale email outreach.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases through Amazon Q for querying data, listing tables, and describing schemas. It provides secure, read-only access with automatic row limits to ensure efficient database exploration.

x402-discovery

Discovers and queries x402-payable APIs at runtime — enables autonomous agents to find, evaluate, and pay for services via USDC micropayments on Base without API keys or subscriptions.

GoScry

GoScry is a server application written in Go that acts as a bridge between a controlling system (like an LLM or script) and a web browser.

rendezvous-mcp

Fair meeting point discovery using real travel-time isochrones, not naive midpoints. Finds venues equally accessible to all participants with fairness scoring.

Sponge MCP Server

Provides a Model Context Protocol interface to the Sponge wallet API for managing digital assets and transaction histories. It enables users to securely check balances, retrieve addresses, and perform transfers using DAuth-style credential exchange.

Azure Resource Graph MCP Server

A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.

Run Command MCP Server

Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

Outlook MCP Server

Enables AI-powered email management for Microsoft Outlook, allowing users to search, compose, organize, and batch forward emails using natural language commands with 100% local processing.

MCP Server Demo

A WebSocket-based Model Control Protocol (MCP) server that processes model requests and provides responses. Supports chat and text completion actions with a standardized JSON protocol for AI model communication.

BatchIt

A simple aggregator server that allows batching multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents.

LoopIn MCP Server

Enables AI agents to pause execution at critical decision points and request human review before proceeding. Provides tools for creating interrupts, polling for decisions, and managing approvals through a simple REST API interface.

mcp-pandoc-ts: A Document Conversion MCP Server (TypeScript/Host Service Version)

MCP-Server that can control pandoc on host from docker environment using a local pandoc host service