Discover Awesome MCP Servers

postgresql-mcp

A production-ready MCP server that connects AI assistants to any PostgreSQL database with 25 tools and role-based access control.

Connhex MCP Server

Enables natural language interaction with Connhex IoT platform APIs for managing devices, telemetry, rules, and resources via MCP tools.

Aspose.Words MCP

Aspose.Words MCP is a FastMCP-based MCP server built on top of Aspose.Words for Python via .NET. It automates Microsoft Word document creation and editing and exposes operations as MCP tools that any MCP-compatible client can call.

LIGHT MCP Server

MCP server for the LIGHT photonic programming language. Enables executing light programs, evaluating expressions, applying parameterized templates, chaining pipes, and accessing opcode/runtime info.

knowyoubetter

MCP server that asks users clarifying questions when uncertain, remembers their choices using local embeddings, and automatically answers similar future queries based on learned preferences.

infraveil-guard

A cooperative guardrail for AI agents that blocks destructive shell commands, SQL statements, or cloud operations until a human approves them out-of-band, with a tamper-evident local ledger.

my-docs-mcp-server

Um servidor MCP leve que indexa e pesquisa arquivos Markdown em um diretório especificado, fornecendo pesquisa de texto completo e recuperação de arquivos através do Protocolo de Contexto de Modelo.

dashy-mcp

MCP server exposing Dashy's REST API as tools, enabling an LLM to read and edit dashboard config, including sections, items, and top-level config keys.

MCP Server for Crawl4AI

TypeScript implementation of an MCP server that provides tools for web crawling, content extraction, and browser automation, enabling AI systems to access and process web content through 15 specialized tools.

Costa Rica Payments MCP

Enables AI agents to accept payments in Costa Rica through ONVO Pay, providing tools to create payment links and query payment status.

staruml-mcp

Model Context Protocol server that lets AI agents drive StarUML programmatically — generate UML diagrams, execute commands, and manage elements and projects via HTTP.

MCP + DeepSeek AI Integration Server

A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilities for intelligent conversations and code analysis, providing tool invocation abilities through the MCP protocol.

Memobird MCP Server

Enables interaction with Memobird thermal printers to print text, HTML, web pages, and images directly from MCP-enabled clients. It includes tools for device binding, image conversion, and monitoring print job status.

Agent Directory MCP Server

MCP Server for agent and service discovery — register, search, rate, and manage AI agents and services in a local directory.

Stape MCP Server

Enables AI agents to manage Stape.io infrastructure, including container management, custom domains, power-ups, request logs, and Stape Store NoSQL database operations.

Karakeep MCP server

Search and add bookmarks

hoardline

A self-hosted media downloader and converter MCP server that wraps yt-dlp and HandBrake, allowing AI assistants to download, convert, manage queues, and handle subscriptions.

commerce-ops-recovery-mcp

MCP server that helps commerce operations investigate and safely recover orders left inconsistent after captured-payment webhook failures, with atomic recovery actions and audit history.

MCP Dev Standards

A Model Context Protocol server that provides development standards and best practices context to AI coding assistants, ensuring generated code adheres to team/project conventions.

web2kb

Enables AI assistants to fetch webpages, convert them to Markdown, index into SQLite FTS5, and query the knowledge base through MCP tools.

IMDb MCP App

An MCP server that answers natural-language movie questions using live TMDb data, with tools for searching, ranking, and retrieving detailed movie information.

instagram-claude-mcp

Connects Claude to the official Meta Instagram Graph API (read-only) for retrieving Instagram profile, media, insights, and comments as MCP tools over Streamable HTTP.

Commerce MCP App

Enables product discovery, session-scoped carts, and confirmation-gated checkout through natural language, with deterministic routing and safety features.

mcp-ssh-fleet

MCP server that provides SSH tools (read-only probes and arbitrary exec) to a fleet of hosts outside Kubernetes, with an inventory-based allowlist and key-based authentication.

codex-mcp-swarm

Wraps OpenAI's Codex CLI with true parallel task execution, worktree isolation for conflict-free runs, and live monitoring of each task.

MidOS Research Protocol

104 high quality skill packs across 20+ tech stacks. 1,284 curated chunks. 104 validated discoveries. Every piece reviewed, cross-validated, and myth-busted.

Weather Mcp

Servidor MCP para previsões e alertas meteorológicos

data-utah

Enables searching and querying Utah Open Data datasets via the Socrata SoQL API, including datasets, metadata, and row-level data retrieval.

Model Context Protocol Server

An MCP server for integrating AI models with client applications, allowing for structured interactions with APIs using command-line arguments for authentication and configuration.

TimeVerse HyperFrames MCP

Wraps HyperFrames CLI as MCP tools, enabling AI agents to create, preview, and render video projects from HTML/CSS/JS, with text-to-speech and transcription capabilities.