Discover Awesome MCP Servers

pdf-mcp

An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.

mac-mcp-server

Enables AI assistants to automate macOS through AppleScript and JXA by providing 44 tools for application management, window control, and UI interaction. It allows for comprehensive system control including screen capture, keyboard and mouse simulation, and system information retrieval.

MCP-to-MCP Tic-Tac-Toe

Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a shared tool and an SSE relay. The server facilitates agent-to-agent communication by holding tool responses until the opponent makes a move, managing the game state in real-time.

Red Bee MCP Server

Enables interaction with Red Bee Media OTT streaming platform, providing 33 tools for authentication, content search, playback, user management, purchases, and EPG operations across movies, TV shows, and live channels.

Bakery Data MCP Server

Provides access to bakery POS transaction data, product catalogs, and sales analytics from SQLite database through natural language queries and custom SQL execution.

AI Notify MCP

Sends system notifications when AI completes responses in MCP-compatible code editors, with cross-platform support for macOS, Windows, and Linux including customizable titles, messages, icons, and sound effects.

Bright Data Web MCP

Enables LLMs and AI agents to access real-time web data, search websites, and navigate the web without getting blocked. Includes 5,000 free monthly requests and supports web scraping, browser automation, and bypassing geo-restrictions.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for cluster management, SQL execution, and job operations via the Databricks SDK.

Ghidra MCP Server

Bridges Ghidra's reverse engineering capabilities with AI tools through 179 specialized tools for automated binary analysis and documentation. It supports full read/write access for function decompilation, renaming, and cross-binary documentation transfer in both GUI and headless modes.

UniProt MCP Server

UniProt MCP Server

MCP Server

A Node In Layers package that simplifies creation of MCP (Model-Control-Protocol) servers with tools for defining models, adding CRUD operations, and interacting with clients.

Fast Context MCP

Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-grep protocol to query local codebases with natural language. It executes local search tools like ripgrep and tree-node-cli to return relevant file paths and line ranges to MCP-compatible clients.

OpenDart-MCP

Provides access to South Korea's DART (Data Analysis, Retrieval and Transfer System) financial disclosure system, enabling users to retrieve corporate information, financial statements, debt summaries, subsidiary investments, employee data, and stock information for Korean companies.

Scrapfly MCP Server

Gives AI assistants real-time access to web data with the ability to scrape any website, bypass anti-bot systems, extract structured data, and capture screenshots through enterprise-grade infrastructure.

PayArk MCP Server

Connects AI agents to Nepal's payment infrastructure through the PayArk API. It enables users to monitor transaction history, manage projects, and generate hosted checkout links using natural language.

Context Memory Updater

Enables LLM assistants to store, retrieve, and update user-specific context memory including travel preferences and general information through a chat interface. Provides analytics on tool usage patterns and token costs for continuous improvement.

riskstate-mcp

Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. One tool: get_risk_policy. Supports BTC and ETH.

LinkedIn Api8 MCP Server

Enables access to LinkedIn data including profile enrichment, company information, job searches, post analytics, and social interactions through the LinkedIn Api8 API with comprehensive search and data retrieval capabilities.

hko_mcp

Okay, here's the translation of "Fetch data from Hong Kong Observatory with MCP" into Spanish: **Opción 1 (Más literal):** * **Obtener datos del Observatorio de Hong Kong con MCP.** **Opción 2 (Más natural, enfatizando la acción):** * **Recuperar datos del Observatorio de Hong Kong usando MCP.** **Opción 3 (Si "MCP" es un sistema o método específico):** * **Obtener datos del Observatorio de Hong Kong a través de MCP.** (This implies MCP is a channel or system) **Which option is best depends on the context.** If "MCP" is a specific tool or method, the third option might be the most accurate. If it's just a general "with," the first or second options are fine.

CodeMerge

A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently apply code edits while preserving the structure of the original code.

CTS MCP Server

Automates Close-to-Shore methodology for Godot game development by creating tasks in Shrimp MCP from hop plans and generating interactive visualizations of signal architectures, dependencies, and project metrics.

Quicken Mac MCP

Provides read-only access to Quicken for Mac financial data, allowing users to query accounts, transactions, and spending trends through natural language. The server functions by reading the local SQLite database directly while the Quicken application is open.

Coze MCP Server For OpenClaw

Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

mcp-server-Sql

Aquí tienes la traducción al español: Esta es una aplicación de servicio SQL basada en Spring Boot, diseñada para ejecutar consultas SQL y escribir los resultados en un archivo. El servicio forma parte del framework Spring AI MCP (Modelo, Chat, Prompt) y proporciona funcionalidades para operaciones de consulta y actualización SQL.

Murder Mystery MCP Server

A procedurally-generated murder mystery game engine that enables AI agents to generate mysteries, interrogate AI suspects with memory and emotions, search for clues, and solve crimes through MCP tools. Features RAG-powered investigation tools for searching conversations, detecting contradictions, and cross-referencing testimony.

Obsidian MCP Server

A server that enables AI agents to perform sophisticated knowledge discovery and analysis across Obsidian vaults through the Local REST API plugin, supporting complex multi-step workflows with advanced filtering and full content retrieval.

Android UI Assist MCP Server

Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.

Robinhood MCP

Provides read-only access to Robinhood portfolio data for research and analysis. Enables users to query portfolio values, positions, stock quotes, fundamentals, historical data, news, earnings, analyst ratings, and dividends through natural language.

Claude Viewer

Enables querying and analyzing Claude Desktop/Code conversation history across all users on a machine, including conversation search, token usage statistics, model/tool insights, and opening a web dashboard for detailed visualization.