Discover Awesome MCP Servers

Railway MCP Server

Enables comprehensive management of Railway infrastructure, including projects, services, variables, and deployments, directly through the Railway GraphQL API. It is designed to work as a remote service over HTTP, allowing seamless integration with cloud-based MCP clients like claude.ai.

Jira MCP Server

Enables fetching and viewing Jira issue details directly through Claude Desktop using secure API token authentication. Provides comprehensive issue information including status, assignee, priority, and descriptions in both human-readable and structured formats.

Excel MCP Server

镜子 (jìng zi)

OpenRouter Image MCP Server

Enables generating and editing images using OpenRouter's API with Gemini 2.5 Flash Image model. Supports custom aspect ratios, iterative editing, and reference images for style transfer.

mcp-azeth

Trust infrastructure for the machine economy. Gives AI agents non-custodial smart accounts (ERC-4337), x402 payments, on-chain reputation via ERC-8004 trust registry, and service discovery. 8 tools: create accounts, transfer, check balances, pay for x402 services, publish/discover services, manage payment agreements, and send encrypted messages.

Premiere Pro MCP Server

An unofficial MCP-compatible server that enables advanced automation, querying, and remote control of Adobe Premiere Pro projects for power users, workflow automation, and AI integration.

MCP Server for FTP/SSH

Allows users to connect to and manipulate files on FTP, SFTP, and SSH servers directly from Cursor AI, facilitating WordPress hosting and remote server management.

Colab MCP

A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.

BeeBoo MCP Server

Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure for managing knowledge bases, requesting human approvals, and tracking work requests. It provides tools for semantic search, authorization workflows, and task creation across platforms like Claude and Cursor.

qt-mcp

An MCP server for inspecting, debugging, and interacting with PySide6 desktop applications. It enables AI agents to capture UI snapshots, read widget properties, and perform actions like clicking buttons or typing text.

Discord Bridge MCP Server

An MCP server that provides native Discord tools for Claude Code, enabling bidirectional communication with remote agents or humans via the Discord REST API. It allows users to send messages, read channel history, and manage reactions directly from their local environment.

ServiceTitan MCP Server (Enterprise)

An enterprise-grade MCP server for the ServiceTitan API featuring robust safety safeguards and domain-level control for production environments. It enables comprehensive interaction with ServiceTitan modules including CRM, dispatch, and accounting, alongside specialized tools for operational and revenue intelligence.

gnomAD MCP Server

Provides a programmatic interface to the Genome Aggregation Database (gnomAD) API across versions v2.1.1, v3.1.2, and v4.1.0. It enables users to query gene metadata, variant information, population frequencies, and ClinVar data through a unified schema.

Docfork

Provides up-to-date documentation for 9000+ libraries directly in your AI code editor, enabling accurate code suggestions and eliminating outdated information.

MCP-SERVER-TEMPLATE

A TypeScript-based starter template for building Model Context Protocol servers that enables AI assistants to dynamically call tools, interpret prompts, and manage resources through modular architecture with support for multiple transport methods.

Computer Vision MCP Server

Enables image captioning and analysis through natural language by processing images from URLs or local files. Supports both OpenRouter's Gemini 2.5 Flash and local vision models for generating concise, descriptive captions.

binance-mcp

Binance MCP Server

Weather MCP

Enables users to get real-time weather information for any city in the world. Provides current temperature and weather conditions through a simple city name query.

Kitty MCP Server

A production-grade server for programmatically controlling kitty terminal instances, allowing users to launch windows, send text or key combinations, and capture scrollback buffer content. It facilitates automation workflows and command analysis by providing remote control over the kitty terminal through the Model Context Protocol.

weather mcp

一个天气 MCP 服务器演示 (Yī gè tiānqì MCP fúwùqì yǎnshì)

App Store Connect MCP Server

A server implementing Model Context Protocol for interacting with the App Store Connect API, enabling management of iOS, macOS, and tvOS apps through MCP-compatible clients like Claude Desktop and Cline.

Ghidra MCP Server

Enables LLMs to perform binary analysis using Ghidra in headless mode, extracting functions, pseudocode, structs, and enums from binaries for interactive reverse-engineering.

Archivist MCP

A local-first memory layer for coding agents to persist and retrieve project decisions, architecture context, and rules across multiple development sessions. It utilizes a three-tier memory model and hybrid retrieval to provide agents with durable, searchable context and a WebUI for human review.

Subdomain Finder3 MCP Server

Enables the discovery and listing of subdomains for a given domain through the Subdomain Finder3 API. It provides a specialized tool for subdomain enumeration within the MCP ecosystem.

Crawl4AI MCP Server

Connect to your Crawl4AI docker API server.

FRD Orchestrator

An MCP server that exposes structured Functional Requirements Documents (FRDs) to enable AI assistants like GitHub Copilot to automatically generate complete NestJS boilerplate architectures. It orchestrates the multi-phase creation of production-ready APIs including core CRUD, database integration, JWT authentication, and unit testing.

Weather App MCP Server

Enables users to get weather alerts and forecasts for U.S. locations using the National Weather Service API, with support for natural language queries including fun conversational tones.

AnyDB MCP Server

Enables natural language database operations and semantic document search through SQLite and vector database integration. Converts plain English instructions into SQL queries and provides RAG capabilities for uploaded documents.

FastMCP Demo Server

A minimal demonstration MCP server built with FastMCP that exposes a simple greeting tool, showcasing basic server setup and remote deployment capabilities.

MCP Starter

An agent-ready TypeScript template for building Model Context Protocol (MCP) servers with standardized discovery flows and permission-aware tools. It provides pre-configured core and operable profiles to help developers quickly implement, test, and distribute production-ready MCP services.