Discover Awesome MCP Servers

image-recognition-mcp

Gives vision-less LLMs the ability to recognize clipboard screenshots and images by proxying to an OpenAI-compatible vision model.

Playwright MCP

Enables browser automation and web page interaction using Playwright's accessibility tree for fast, structured automation without requiring vision models or screenshots.

Image Generation MCP Server

An integration server that connects to gpt-image-1 and Gemini imagen4 models, allowing users to generate high-quality images from text descriptions via simple API endpoints.

lazy-mobile-mcp

Local MCP server for Android and iOS mobile automation and performance telemetry, enabling device control (screenshot, tap, swipe, input, app launch) and metric collection (CPU, memory, launch time) via ADB, simctl, and WebDriverAgent with SQLite session history.

mcp-gitlab-jira

A Model Context Protocol (MCP) server for GitLab and Jira integration. This server allows AI agents like gemini-cli to interact with your GitLab and Jira instances.

mcp-tw-invoice

A server that queries Taiwan uniform invoice winning numbers and performs automatic prize matching.

SharkMCP

A Model Context Protocol server that provides network packet capture and analysis capabilities through Wireshark/tshark integration, enabling AI assistants to perform network security analysis and troubleshooting.

Brain MCP

Enables inter-session communication and coordination for multiple Claude Code instances through a shared SQLite database. Supports real-time messaging, shared state management, and resource locking to facilitate parallel development workflows between AI agents.

MCP (Model Context Protocol) Server

Implementasi TypeScript dari server dan klien Protokol Konteks Model yang memungkinkan interaksi dengan model bahasa (khususnya Mistral yang berjalan di Ollama).

Xiaohongshu MCP Server

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

Kinsta MCP Server

MCP server for the Kinsta WordPress hosting platform, enabling AI assistants to interact with Kinsta sites and infrastructure via the Kinsta API.

geup-ddong-seoul-mcp

MCP server for finding nearby public toilets in Seoul, with real-time open status and accessibility filters.

Marriott Hotel Booking MCP Server

AI-powered hotel search and booking for 8,000+ Marriott Bonvoy properties worldwide.

bricks-use

MCP server for executing Databricks SQL queries and comparing table data, supporting CLI and VS Code integration.

Parallel Task MCP

Deep Research and Batch Tasks

PDF Reader MCP Server

An MCP server that provides comprehensive PDF processing capabilities including text extraction, image extraction, table detection, annotation extraction, metadata retrieval, page rendering, and document structure analysis.

scb-mcp

Enables querying Statistics Sweden's statistical database via tools like navigate, get_table_metadata, query_table, etc.

erddap-mcp-demo

Enables LLMs to interact with ERDDAP search, metadata, and tabledap services for oceanographic data.

Codex Gemini Web Bridge

Enables Codex to interact with Gemini Web through browser automation, allowing it to ask scoped questions and analyze public URLs or YouTube videos without a Gemini API key.

bradesco-rede-mcp

MCP server for real-time querying of the Bradesco Saude referenced network, exposing a search_providers tool to search for doctors, hospitals, clinics, and labs.

MCP PDF Server

Enables conversion of Markdown content into PDF documents with customizable paper formats and orientations. Supports both inline Markdown text and file path inputs, automatically generating PDFs using Playwright and Chromium.

Marka Patent MCP

Enables LLMs to search and retrieve detailed information from the Turkish Patent and Trademark Office (TÜRKPATENT) database for trademarks, patents, and industrial designs. It provides comprehensive intellectual property research tools through the Model Context Protocol.

Google Calendar MCP Server

Enables reading, analyzing, creating, and managing Google Calendar events across multiple accounts through natural language, with features like meeting pattern analysis and scheduling preferences.

MCP-GET

A unified Model Context Protocol server that provides a consistent interface for AI assistants to interact with productivity tools like Linear, GitHub, Slack, and Notion. It enables users to search, retrieve, and manage tasks and data across multiple workplace services from a single endpoint.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

Moltbook MCP Server

Enables AI agents to interact with the Moltbook social network, including posting, reading feeds, commenting, voting, and semantic search.

mcp-codemagic

This MCP server enables users to manage Codemagic CI/CD builds directly from Claude Code, including listing apps, triggering builds, checking status, and canceling builds.

org-as-code MCP Server

Enables AI agents to interact with a Git-native organizational governance system, supporting proposal-validation workflows, decision-making, and audit trail management through 21 MCP tools over stdio transport.

CryptoConduit-MCP

An MCP server that gives AI agents direct access to Polymarket Crypto prediction markets, enriched with live spot prices. Discover markets, analyze order books, paper trade strategies, track activity, and execute live trades — all through natural language.

msbuild-mcp-server

Enables building MSBuild projects and solutions by dynamically locating MSBuild and providing customizable build options, with clear error reporting and cross-client compatibility.