Discover Awesome MCP Servers

pg-lens-mcp

Securely connect AI assistants to PostgreSQL databases with read-only access, schema discovery, querying, and performance analysis tools.

UI5 MCP Server

MCP server for SAP UI5/OpenUI5 development, enabling creation of UI5 apps, API reference, guidelines, manifest validation, and code linting.

Memory Bank Server

Menyediakan sistem terpusat berbasis MCP untuk mengelola dan mengakses bank memori multi-proyek dari jarak jauh, dengan fitur-fitur seperti isolasi proyek, validasi struktur file, dan operasi yang aman berdasarkan tipe data.

simctl-mcp-server

Provides structured access to iOS Simulator management via xcrun simctl commands, enabling device, app, media, and testing operations through natural language.

MCP Character Counter

Provides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.

mcp-vision

An MCP server that exposes HuggingFace computer vision models for zero-shot object detection, enabling LLMs to detect and analyze objects in images.

Korea Trip Concierge

An MCP server that helps foreign tourists in Korea find places, shops, transportation, and payment solutions in English.

Supabase MCP Server

A Model Context Protocol server that enables AI tools to interact with Supabase databases, providing tools for reading, creating, updating, and deleting records in Supabase tables.

Jira MCP Server

An MCP server that enables interaction with the Jira API to retrieve time-tracking information. It allows users to fetch their logged work hours and specific task details for the current week.

Foreman MCP Server

Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.

tastytrade-mcp

An MCP server that enables autonomous AI agents to connect to Tastytrade for market scanning, option strategies, account management, and optionally placing trades with built-in safety controls.

mcp-postgresdb-readonly

Provides read-only access to PostgreSQL databases, enabling querying, schema exploration, and table metadata retrieval via MCP tools like query, list-tables, describe-table, list-schemas, and list-environments.

time-complexity-mcp

An MCP server for static Big-O time complexity analysis using tree-sitter AST parsing. Supports JavaScript, TypeScript, Python, Java, Kotlin, and Dart.

mcp-server-wslc

Enables AI agents to manage WSL containers and images via the wslc CLI, supporting container lifecycle, network, volume, and registry operations through natural language.

dataflowr

Enables AI agents to browse and teach the Deep Learning DIY course, providing access to modules, notebooks, transcripts, quizzes, slides, and homework via MCP tools.

ntp-mcp-server

Enables retrieval of accurate current time from NTP servers with timezone conversion and structured output, falling back to local time if NTP is unavailable.

Knowledge MCP

Enables saving and searching local notes, with tools to list notes and search backup files.

Apple MCP Calnot

Provides MCP tools to read, search, create, append, and delete iCloud Notes by leveraging the authenticated Notes web app's internal JavaScript API, avoiding OCR or canvas parsing.

MasterGo Magic MCP

Connects AI models with MasterGo design tools to retrieve and process DSL data from design files, enabling AI-powered design analysis and manipulation.

ai-design-expert

Provides design capabilities including requirement analysis, visual token extraction, design generation, and visual auditing.

S3 Mcp

Fully Loaded AWS S3 Model Context Protocol Server (MCP)

Professional Python MCP Server

A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

KSeF MCP

Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local stdio testing, draft management, and invoice submission with safety gates.

Documentation Fetcher & RAG Search

Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

mcp-zentao

An MCP server that enables reading and managing Zentao tasks, bugs, requirements, test cases, and test suites via the ZenTao 11.3 Legacy Session API. It integrates with MCP clients like Codex, Claude Desktop, and Cursor.

CMP MCP Server

Enables integration with CMP (Connectivity Management Platform) API to query and manage SIM card information, including filtering SIM lists and retrieving detailed SIM card usage statistics.

Amharic Dataset MCP

Enables collection, enhancement, and quality scoring of authentic Amharic datasets, with integration for AI models like Gemini and Qwen.

stillos-notary-mcp

Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts resolved against real external ground truth, supporting resolvers like GitHub PRs, on-chain transactions, URL JSON, HTTP status, and Kalshi markets.

ComfyUI MCP Server

Dynamically loads ComfyUI workflows as MCP tools, enabling AI assistants to generate images, videos, and audio by executing workflows across categories like text-to-image, image-to-video, and text-to-audio with automatic parameter mapping and progress monitoring.

uefn-mcp

MCP server that enables AI assistants to inspect and build Fortnite maps by driving a running Unreal Editor for Fortnite instance via Python, exposing tools for spawning actors, browsing content, and executing editor operations.