Discover Awesome MCP Servers

af-jupyterlab-mcp

Enables users to create, inspect, list, and delete per-user JupyterLab servers on the UChicago ATLAS Analysis Facility Kubernetes cluster, with GPU availability and supported image listing tools.

MCP Server.exe

A powerful executable server for running Model Context Protocol services that supports tool chain execution, multiple MCP services management, and a pluggable tool system for complex automation workflows.

Massdriver MCP Server

A Model Context Protocol server for Massdriver that enables AI assistants to manage infrastructure platform resources like projects, environments, deployments, policies, and more. It provides 106 tools and supports stdio or HTTP transports.

Alpaca Trading Bot MCP Server

Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watchlist, checking market hours, and placing simulated trades.

🤖 Laravel Vibes

用于实现机器控制协议 (MCP) 服务器的 Laravel 扩展包

cwtwb

ai generate tableau file

Expense Tracker MCP

Enables expense tracking through the Model Context Protocol, using FastMCP for easy setup and testing via MCP Inspector.

MCP Login Server

Provides automated login functionality for localhost web applications using predefined credentials, designed to work with browser automation tools like the Playwright MCP server.

slop-eval

MCP server wrapping the slop-eval CLI as a single generic run tool for genericness scoring of AI-generated UI output.

fzf MCP Server

Enables fuzzy file searching, list filtering, and content searching using fzf's blazing-fast fuzzy matching algorithm. Self-contained with automatic fzf binary installation and cross-platform support.

Laravel MCP (Model Context Protocol)

一个使用 Laravel 开发 MCP 服务器的软件包。

Agent Lab

Run and test agentic systems in isolated Docker sandboxes, varying system prompts, models, and task prompts while capturing full behavior traces via MCP tools.

RHOAI MCP Server

An MCP server that enables AI agents to interact with Red Hat OpenShift AI environments, providing tools for project management, workbench operations, model serving, and more.

Tribunal TRF3: Processo

Read-only MCP server providing official TRF3 court process consultation via a single pay-per-use tool.

Local Workspace MCP Manager

Enables ChatGPT Web Developer Mode to securely read, search, list, and edit files inside user-approved local folders, and optionally run approved developer commands on the user's Windows machine.

valet-parking-directory

Public read-only MCP server backed by GetValetParking.com directory of 789 US valet parking operators across 31,186 cities. Discover valet operators by coordinates or city slug, filter by 9 service types, and fetch full operator profiles. No auth required.

MCP Google Server

A Model Context Protocol server providing web search capabilities using Google Custom Search API and webpage content extraction functionality.

Pixara

An MCP server that gives LLMs direct access to OpenRouter's Image API to generate images, edit/transform existing ones, and browse the model catalog.

Open Targets Platform MCP

Enables AI assistants to interact with the Open Targets Platform API to search and retrieve comprehensive data about target-disease associations, drugs, genes, and drug discovery information through GraphQL queries.

UnrealUGC

Official MCP server for creating and managing AI UGC video ads. Browse assets, estimate credit costs, generate videos, and retrieve completed outputs through eleven typed tools.

email-mcp

MCP server for reading, searching, sending, and managing emails via IMAP/SMTP, with tools like list_emails, read_email, search_emails, send_email, get_attachment, get_account_info, and mark_email_read.

MCP Server Generator

Generates production-ready MCP servers with dual-mode (MCP + CLI) architecture, tests, and documentation. Includes progressive disclosure tools for AI agents and best practices guidance.

@storybloq/lenses

Enables multi-lens code review by running 8 specialized reviewers in parallel, deduplicating findings, and producing a single verdict.

Code Reference Optimizer MCP Server

Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.

nds-mcp

Offline SQLite-backed nuclear physics data server for AI agents, providing atomic masses, nuclear properties, charge radii, energy levels, and more from multiple evaluated databases.

LightBill MCP Server

MCP server for LightBill ISP billing and client management platform, providing 134 tools for customer, router, OLT, billing, payment, and network management via AI agents.

Gemini Design MCP Server

Generates frontend UI code from text descriptions, screenshots, or iterative refinement using Gemini 2.5 Flash.

Bulgarian Law MCP

Enables querying, searching, and validating 1,997 Bulgarian statutes and 17,103 provisions, with EU law integration and daily freshness checks.

NexusTrade Financial MCP

Quantitative research, backtesting, creator-marketplace subscriptions, editable strategy forks, continuous copy trading, and controlled brokerage execution through 125 MCP tools.

Master MCP Server

Aggregates multiple MCP servers behind a single, secure endpoint with unified tool/resource discovery, OAuth authentication, and resilient request routing. Enables users to manage and interact with multiple MCP backends through one centralized interface with load balancing and circuit breakers.