Discover Awesome MCP Servers

MLIT Geospatial MCP Server

Enables LLMs to search and retrieve Japanese real estate data through unified access to the MLIT Real Estate Information Library API, supporting over 25 geospatial datasets for interactive queries.

Huoshui File Converter

A secure MCP server for converting documents between Markdown, DOCX, HTML, PDF, and TXT formats within a sandboxed working directory.

Orbination AI Desktop Vision & Control

Native Windows MCP server that gives AI agents full desktop control. 45+ tools using UIAutomation + OCR with automatic dark theme enhancement instead of screenshots. Features batch action sequencing (run_sequence), window occlusion detection, menu navigation, PrintWindow capture, and embedded AI workflow instructions. Single .NET 8 executable — no Python, no Node, no Selenium.

Typesense MCP Server

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AgentDB

MCP server providing agent memory management with layered awakening, per-agent SQLite storage, and a dashboard for monitoring and administration.

DICOMweb MCP Server

An MCP server that exposes a DICOMweb-compliant DICOM archive to AI assistants. It lets any MCP-capable client search studies, series and instances, inspect metadata, read Structured and Encapsulated PDF Reports, and render image frames — all through natural language.

MCP TUI Test

Enables AI assistants to test Terminal User Interface (TUI) applications by launching, interacting with, and verifying programmatic output and behavior.

Ceki

Hire specialists by the hour — search, schedule, and pay via MCP protocol.

claude-session-bus

Enables Claude Code sessions sharing a project root to broadcast short messages to each other via a JSONL mailbox, with sending as an MCP tool and receiving as a prompt hook.

Gazebo MCP Server

Enables AI assistants to control Gazebo robot simulations through ROS2, including spawning robots (TurtleBot3), manipulating environments, accessing sensor data (camera, LiDAR, IMU), and managing simulation state.

Brave Search MCP Server

Provides web and local search capabilities via the Brave Search API, with pagination, freshness controls, and automatic fallback from local to web search.

codereviewbuddy

An MCP server that helps AI coding agents manage GitHub PR review comments. It also provides CI diagnosis, stack activity tracking, and other tools to streamline code review workflows.

Jinike AI MCP Server

Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox reading, email sending, event creation, task management, and daily briefings through Gmail, Outlook, and Google Calendar integration.

RepoNova

RepoNova is an MCP server that builds a persistent knowledge graph of your codebase, enabling AI agents to query code structure, dependencies, and semantics through 11 specialized tools.

FastAPI MCP Server

A comprehensive MCP server providing 21+ tools for mathematical operations, string manipulation, file handling, utilities, and web requests via FastAPI and WebSocket.

GAS MCP Server Advanced

An enterprise-grade MCP server that integrates AI agents with Google Sheets and Apps Script using over 100 specialized tools for automation and data analysis. It features a self-healing architecture with advanced security and observability for production-ready workflows.

SEC Filings Vector Database

Turn SEC EDGAR filings into a searchable vector database, enabling natural language queries over company filings through Claude Desktop.

Screenshot MCP Server

Enables AI assistants running in WSL to capture Windows screenshots of full desktops, specific monitors, or individual windows by title or process name. It features DPI awareness, automatic path conversion between WSL and Windows, and customizable storage options.

aum-mcp-server

A personal MCP server split into focused servers — each loads only the tools it needs, keeping Claude's context lean.

YouTube MCP Server

Provides AI assistants with comprehensive YouTube analytics and channel management capabilities, including channel performance, video analytics, audience insights, and content strategy tools.

Government of Canada Open Data MCP Servers

Provides access to 250,000+ Canadian government datasets and specialized querying of transportation infrastructure including bridges, airports, cycling networks, transit systems, railways, and tunnels across multiple provinces.

MistMind MCP Server

Enables LLMs to interact with the Juniper Mist API via a dynamic index and sandboxed code execution, allowing search and execution of all 1,011 endpoints without pre-training.

MCP Mail Server

A Model Context Protocol server that enables email operations through POP3 and SMTP protocols in Cursor AI, allowing users to send, receive, list, and manage emails using natural language commands.

prescryb

A remediation orchestrator exposed as an MCP server that provides primitives for SSH host inventory, CVE matching, live advisory lookups, compliance mapping, and Ansible playbook generation.

receiptconverter-mcp

MCP server for ReceiptConverter that allows AI assistants to parse any receipt or invoice image/PDF into structured JSON with a single tool call.

🤖 nostr-code-snippet-mcp

Here are a few ways to interpret "code snippet mcp server" and their corresponding Spanish translations, along with some context: **1. Assuming "MCP" refers to the Minecraft Protocol (used for Minecraft servers):** * **English:** Code snippet for a Minecraft server. * **Spanish:** Fragmento de código para un servidor de Minecraft. (More general) * **Spanish:** Snippet de código para un servidor de Minecraft. (Using the English word "snippet" which is common in programming) * **Spanish:** Trozo de código para un servidor de Minecraft. (Less common, but still correct) **2. Assuming "MCP" refers to a Mod Configuration Protocol (or similar, less common protocol):** * **English:** Code snippet for an MCP server (assuming MCP is a specific protocol). * **Spanish:** Fragmento de código para un servidor MCP (assuming MCP is a specific protocol). * **Spanish:** Snippet de código para un servidor MCP (assuming MCP is a specific protocol). **3. Assuming "MCP" is an abbreviation for something else entirely (without context, this is difficult to know):** * **English:** Code snippet for an MCP server (where MCP is unknown). * **Spanish:** Fragmento de código para un servidor MCP (donde MCP es desconocido). * **Spanish:** Snippet de código para un servidor MCP (donde MCP es desconocido). **Important Considerations:** * **Context is Key:** The best translation depends entirely on what "MCP" refers to. If you can provide more context about what "MCP" means in your situation, I can give you a much more accurate translation. * **"Snippet" vs. "Fragmento":** The word "snippet" is often used directly in Spanish programming contexts, especially among programmers familiar with English terminology. "Fragmento" is a more general Spanish word for "fragment." * **"Trozo":** While correct, "trozo" is less common in technical contexts. **Example with more context (assuming Minecraft):** * **English:** "I need a code snippet to handle player connections on my Minecraft server." * **Spanish:** "Necesito un fragmento de código para manejar las conexiones de jugadores en mi servidor de Minecraft." * **Spanish:** "Necesito un snippet de código para manejar las conexiones de jugadores en mi servidor de Minecraft." Therefore, to give you the *best* translation, please provide more information about what "MCP" means in your context.

Fake Pennylane MCP Server

A fake MCP server that emulates the Pennylane MCP experience for local development, testing, demos, and CI pipelines, providing deterministic fixtures and authentication modes without needing a real Pennylane account.

Telegram Delivery MCP

MCP server for delivering Yandex Tracker artifacts to Telegram via a bot service. It works in conjunction with YandexTrackerMCP to send summarized reports and verify delivery.