Discover Awesome MCP Servers

mcp-googleplay-reviews

Enables reading and replying to Google Play Store reviews using the Android Publisher API, with no extra functionality to limit security risk.

Artel

The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.

loupe-mcp

Turns product feedback pinned to a live UI into an actionable backlog for Claude Code — list comments, open one with its target element's HTML, computed styles and screenshot, and update its status.

Blog-MCP

Provides MCP tools to interact with Dev.to, enabling searching, browsing, and publishing articles through natural language.

SwaggerWatcher MCP Server

An MCP server that dynamically reads OpenAPI specs and registers every endpoint as an LLM-callable tool with automatic change detection and hot reload.

swift-patterns-mcp

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.

MCP-DOE-PI

Allows querying the Diário Oficial do Estado do Piauí (DOE-PI) in natural language: list editions, search content, and read full texts without downloading PDFs.

agentic-sdlc-mcp

Enables AI coding agents to orchestrate the full software development lifecycle on GitHub, including planning, issue creation, code review, security triage, and release readiness checks.

email-mcp

MCP server for email + calendar via classic Outlook on Windows (COM automation). No Azure app registration, no OAuth — it just drives the Outlook desktop client you're already signed into.

github-commits-mcp

Enables querying today's GitHub commits, performing local git operations (status, diff, add, commit, push), and creating GitHub issues through natural language.

polymarket-toolkit

Read-only Polymarket data tools for AI agents: wallet profiles, fee-inclusive PnL cross-checks, Brier-score calibration, leaderboards, market scans and more (10 tools). No API keys, no order placement — data only. English + Chinese docs.

Solana Model Context Protocol (MCP) Server

A Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.

Telegram MCP Server

Enables interaction with Telegram channels through the Bot API, supporting comprehensive messaging operations including sending text/photos, creating polls, managing reactions, and editing/deleting messages. Provides complete channel management capabilities for automated Telegram bot operations.

GotFreeFax MCP Server

Enables AI agents to send free and paid faxes to US and Canada numbers, check fax status, and purchase prepaid credits, all without leaving the chat.

Google Slides MCP Server

MCP Server for Google Slides

tr-eli-mcp

An MCP server for accessing Turkish legislation (laws, regulations, decrees) via the Adalet Bakanligi API, providing search, full-text retrieval, and structured citations.

ChatGPT Codex Bridge

Self-hosted MCP server that lets ChatGPT work with your local codebase through explicit tools.

mcp-tour

Integrates the Korea Tourism Organization's API to provide tourist spot recommendations and detailed information, including attractions, food, and accommodation.

Financial Data MCP Server

Enables AI models to access real-time financial market data including stock quotes, fundamentals, daily prices, symbol search, and market status via the Alpha Vantage API. Works with any MCP-compatible client like Claude Desktop for natural language interaction.

n8n MCP Server

Enables AI models to manage n8n workflow automation through a standardized interface. Supports creating, reading, updating, and deleting workflows with comprehensive access to workflow nodes, connections, and configurations.

E2B MCP Server

Enables managing E2B cloud sandboxes, templates, filesystems, and processes through Model Context Protocol tools.

snowflake-mcp

Enables AI agents to execute SQL queries and explore Snowflake databases using natural language, with schema discovery, table inspection, and readonly mode.

ProxmoxMCP

Enterprise MCP server for Proxmox VE, offering 298 tools to manage VMs, containers, storage, cluster, firewall, and more via natural language.

MCP Discord

The most complete open-source MCP server for Discord — 80+ tools, dual-mode: integrated (plugin) or standalone

libvirt-mcp-server

Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.

QC Database MCP Server

Enables AI assistants to perform QC Database tasks such as uploading records, managing project turnover packages, and signing off on inspections via natural language.

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

WeatherTrax MCP Server

Provides real-time weather data and multi-day forecasts for any location worldwide.

champollion-sulcal-mcp

Exposes each stage of the Champollion sulcal embedding pipeline as MCP tools, enabling agents to run, monitor, and debug the pipeline without manual shell commands.