Node.js Sandbox MCP Server - Alternatives & Competitors

Run ephemeral, containerized JavaScript code via Model Context Protocol.

Node.js Sandbox MCP Server provides an implementation of the Model Context Protocol (MCP) for safe and isolated JavaScript code execution in ephemeral Docker containers. It supports on-the-fly npm dependency installation, execution of shell commands, and the management of Node.js environments with resource limits. The server can be integrated with clients like Claude Desktop and is available as a Docker image or via NPX for rapid deployment.

#Node.js #docker #JavaScript execution #Dependency management #Sandbox environment #Remote code execution

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  • 1
    mcp-code-runner

    mcp-code-runner

    A Docker-based code runner implementing the MCP protocol

    mcp-code-runner is a code execution service built on top of the Model Context Protocol (MCP). It enables users to execute code securely within Docker containers and retrieve the execution results. The tool is designed to support code execution use cases while adhering to the MCP standard for interoperability. A local Docker environment is required for operation.

    14 4 MCP
  • 2
    E2B MCP Server

    E2B MCP Server

    Add code interpretation to Claude Desktop apps with E2B Sandbox.

    E2B MCP Server provides code interpreting capabilities for the Claude Desktop application through integration with the E2B Sandbox. It offers both JavaScript and Python editions for flexibility in development. The solution can be easily installed via the Smithery tool, streamlining setup and integration. The server enables seamless execution and management of code within AI-powered desktop environments.

    346 56 MCP
  • 3
    CMD MCP Server

    CMD MCP Server

    Execute CMD commands via the Model Context Protocol with cross-platform and SSH support.

    CMD MCP Server is an implementation of the Model Context Protocol (MCP) for executing CMD commands on Windows and Linux systems, with additional support for SSH connections. It enables seamless integration of command-line operations with MCP-compatible applications, leveraging the official MCP SDK. Written in TypeScript for cross-platform compatibility, it allows programmatic execution, configuration, and extension of CMD operations through standardized protocols. The server is designed for easy installation, robust configuration, and developer-friendly extension.

    22 11 MCP
  • 4
    MCP Shell Server

    MCP Shell Server

    A secure, configurable shell command execution server implementing the Model Context Protocol.

    MCP Shell Server provides secure remote execution of whitelisted shell commands via the Model Context Protocol (MCP). It supports standard input, command output retrieval, and enforces strict safety checks on command operations. The tool allows configuration of allowed commands and execution timeouts, and can be integrated with platforms such as Claude.app and Smithery. With robust security assessments and flexible deployment methods, it facilitates controlled shell access for AI agents.

    153 42 MCP
  • 5
    mcp-server-docker

    mcp-server-docker

    Natural language management of Docker containers via Model Context Protocol.

    mcp-server-docker enables users to manage Docker containers using natural language instructions through the Model Context Protocol. It allows composing, introspecting, and debugging containers, as well as managing persistent Docker volumes. The tool is suitable for server administrators, tinkerers, and AI enthusiasts looking to leverage LLM capabilities for Docker management. Integration with tools like Claude Desktop and Docker ensures flexible deployment and easy connectivity to Docker engines.

    648 86 MCP
  • 6
    mcp-v8

    mcp-v8

    Expose a secure V8 JavaScript runtime to AI agents via the Model Context Protocol

    mcp-v8 is a Rust-based server that implements the Model Context Protocol, providing a secure and isolated V8 JavaScript runtime for AI agents like Claude and Cursor. It supports persistent heap snapshots using S3 or a local filesystem and offers both stateless and stateful execution modes. The server is easily configurable, supporting multiple transports such as stdio, HTTP, and Server-Sent Events for flexible integration. Designed for modern AI development environments, it enables seamless context handling and interoperability for agent tools.

    23 4 MCP
  • 7
    MongoDB MCP Server

    MongoDB MCP Server

    A Model Context Protocol server for enabling LLM interaction with MongoDB databases.

    MongoDB MCP Server empowers language models to interface directly with MongoDB databases using the Model Context Protocol (MCP). It enables natural language querying and management of collections, documents, and indexes. Users can inspect database schemas, execute document operations, and manage indexes seamlessly. The tool integrates with clients like Claude Desktop for conversational database management.

    172 33 MCP
  • 8
    JSR MCP

    JSR MCP

    A Model Context Protocol server enabling full JSR registry access and LLM integration.

    JSR MCP provides a Model Context Protocol (MCP) server designed for robust interaction with the JSR (JavaScript Registry) via Deno. It enables large language models (LLMs) to search, retrieve, and manage JavaScript packages, scopes, users, and registry metadata. The server exposes 40 comprehensive tools for operations such as searching packages, managing versions, handling scopes and permissions, and accessing authentication-secured functionality. Ideal for integrating JSR operations into automated systems or AI model workflows.

    0 1 MCP
  • 9
    Endor

    Endor

    Instant, private, sandboxed environments for popular services with seamless AI agent integration.

    Endor provides on-demand, ephemeral local environments for databases and other services, running securely in isolated VMs. It includes a Model Context Protocol (MCP) mode, enabling AI agents and tools to launch and manage services programmatically and securely. Users can deploy services like MariaDB, PostgreSQL, and more, with no complex system setup required. Integration guides and support for IDEs and agent tools like Claude Code, Cursor, and VSCode are provided.

    25 5 MCP
  • 10
    mcp-security-audit

    mcp-security-audit

    MCP server for automated npm package security auditing.

    mcp-security-audit is an MCP (Model Context Protocol) server designed to audit npm package dependencies for security vulnerabilities. It supports real-time vulnerability scanning, integrates directly with remote npm registries, and generates detailed reports with severity, CVSS scores, and CVE information. Compatible with npm, pnpm, and yarn, it also provides automatic fix recommendations and supports standardized MCP integration for tools like Cursor and Cline.

    46 8 MCP
  • 11
    container-use

    container-use

    Containerized environments for coding agents.

    container-use enables coding agents to operate in parallel, isolated container environments integrated with the Model Context Protocol (MCP). Agents work independently in designated git branches, ensuring safe experimentation and real-time monitoring. The tool supports direct terminal access, seamless workflow integration, and works with any MCP-compatible agent, including Claude Code and Cursor. Designed for flexibility and visibility, it is suitable for managing multiple coding agents concurrently.

    3,248 169 MCP
  • 12
    mcp-shell

    mcp-shell

    A secure Model Context Protocol (MCP) server for AI-driven shell command execution.

    mcp-shell enables AI assistants and MCP clients to securely execute shell commands via the standardized Model Context Protocol. Built in Go and leveraging the official MCP SDK, it facilitates structured, auditable, and context-aware access to shell environments. The server emphasizes security through Docker isolation, command validation, resource limits, and comprehensive audit logging.

    44 8 MCP
  • 13
    Safe Local Python Executor

    Safe Local Python Executor

    A secure MCP server for local Python code execution by LLMs.

    Safe Local Python Executor provides a Model Context Protocol (MCP) server that securely exposes a local Python code execution environment for AI models and clients. Leveraging Hugging Face's LocalPythonExecutor from smolagents, it limits available imports and blocks file I/O for increased safety, all without requiring Docker or virtual machines. The tool can be integrated with MCP-compatible applications such as Claude Desktop, offering a safe and convenient code interpreter option.

    38 8 MCP
  • 14
    MCP Server for MySQL - Claude Code Edition

    MCP Server for MySQL - Claude Code Edition

    A Model Context Protocol MySQL server with SSH tunnels, optimized for Claude Code.

    MCP Server for MySQL - Claude Code Edition provides an implementation of the Model Context Protocol for secure, context-driven access to MySQL databases. It enables AI tools, such as Claude Code, to access and manipulate database schemas and data through SSH tunnels, supporting multi-project setups and automated management. The server offers advanced configuration options and permission controls for safe interaction with remote databases.

    902 262 MCP
  • 15
    mcp-server-commands

    mcp-server-commands

    Expose safe shell command execution as an MCP server for LLM tooling.

    mcp-server-commands exposes a server that provides a 'run_command' tool for local or remote large language models (LLMs) via the Model Context Protocol (MCP). It enables LLMs to execute shell commands, retrieve STDOUT and STDERR, and optionally pass data through stdin. The tool integrates with apps like Claude Desktop and Groq Desktop, and can be run via npm or as a local build, with security in mind.

    207 32 MCP
  • 16
    Discord MCP

    Discord MCP

    Seamlessly integrate AI and Discord through the Model Context Protocol.

    Discord MCP is a server implementing the Model Context Protocol (MCP) for the Discord API using JDA, enabling AI assistants and applications to interact with Discord servers. It facilitates the management of channels, messages, and server information, supporting automation and integration with MCP-compatible clients such as Claude Desktop. Installation is supported via Docker and manual builds with Maven, providing flexibility for deployment. It enables enhanced automation and context management for Discord bots via the standardized MCP interface.

    116 23 MCP
  • 17
    CLI MCP Server

    CLI MCP Server

    A secure MCP server for controlled command-line operations.

    CLI MCP Server provides a secure implementation of the Model Context Protocol (MCP) for executing command-line operations with robust security features. It enables controlled CLI access by enforcing command and flag whitelisting, path validation, and shell operator restrictions, making it suitable for integration with large language model applications. Designed for configurable deployment, it supports detailed error reporting, execution timeouts, and strict working directory controls.

    155 28 MCP
  • 18
    SSH MCP Server

    SSH MCP Server

    MCP-compliant SSH server for secure command execution on Linux and Windows.

    SSH MCP Server provides an MCP-compliant interface to expose SSH control for both Linux and Windows systems. It enables secure execution of shell commands remotely, supporting password and SSH key authentication as well as sudo and su elevation. Built with TypeScript and the official MCP SDK, the server offers configurable timeouts, process management, and compatibility with popular LLM clients such as Claude Desktop and Cursor. Designed for robust and flexible integration, it facilitates natural language interfaces to system administration tasks.

    137 24 MCP
  • 19
    Developer MCP Server

    Developer MCP Server

    A powerful MCP server for developer tools including file editing, shell commands, and screen capture.

    Developer MCP Server is a general purpose server that implements the Model Context Protocol, offering tools for developers such as file editing, shell command execution, and screen capturing. Built with the rmcp crate, it provides secure and cross-platform operations with file access controls that respect gitignore patterns. The server integrates seamlessly with compatible MCP clients like Claude Desktop and supports advanced workflow management features. Security, workflow branching, and context preservation make it suitable for complex problem-solving and development automation.

    16 7 MCP
  • 20
    JupyterMCP

    JupyterMCP

    Enable direct Claude AI integration with Jupyter Notebook via the Model Context Protocol.

    JupyterMCP integrates Jupyter Notebook (version 6.x) with Claude AI using the Model Context Protocol, enabling real-time interaction between AI models and live notebooks. It facilitates two-way communication, allowing Claude AI to execute code, manipulate cells, and retrieve outputs directly within the notebook. The system comprises a WebSocket server, client-side JavaScript, and an MCP server for seamless protocol implementation. Designed for developers and data scientists, it brings advanced AI assistance into interactive notebook environments.

    111 22 MCP
  • 21
    VS Code MCP Server

    VS Code MCP Server

    Connect Claude and other MCP clients to code directly in VS Code.

    VS Code MCP Server is a Visual Studio Code extension that enables AI coding agents, such as Claude, to interact with a user's codebase through the Model Context Protocol. It provides VS Code-specific capabilities like symbol search and document outlines, leveraging the editor's built-in features. The server communicates using a streamable HTTP MCP API and can execute shell commands for advanced operations. It is ideal for extending the coding capabilities of AI models without duplicating existing developer tools.

    280 54 MCP
  • 22
    iterm-mcp

    iterm-mcp

    MCP server for sharing and controlling your iTerm session with AI models.

    iterm-mcp is a Model Context Protocol (MCP) server that enables AI models to access, inspect, and control an active iTerm terminal session. It allows models to read terminal output, write commands, interact with REPLs, and send control characters directly to the terminal. Designed for efficient token usage and seamless integration with desktop AI clients like Claude Desktop, iterm-mcp can be installed easily and comes with minimal dependencies. The tool emphasizes user oversight and provides debugging support through the MCP Inspector.

    481 53 MCP
  • 23
    Multiverse MCP Server

    Multiverse MCP Server

    Run Multiple Isolated MCP Server Instances with Unique Contexts

    Multiverse MCP Server acts as middleware, enabling multiple isolated instances of MCP-compatible servers to run simultaneously with unique configurations and namespaces. Each instance, or 'universe', maintains its own settings, environment variables, and file system access. Integrating with Claude Desktop, it provides seamless management and automatic restarts of MCP servers, supporting flexible, context-specific workflows for different projects.

    74 14 MCP
  • 24
    LeetCode MCP Server

    LeetCode MCP Server

    Seamless Model Context Protocol integration with LeetCode APIs for advanced automation and intelligent tooling.

    LeetCode MCP Server is a Model Context Protocol (MCP) compliant server that enables advanced integration with LeetCode’s APIs. It provides robust access to problem data, user profiles, contest analytics, and private user notes across both global and China LeetCode platforms. The server streamlines retrieval, analysis, and interaction with programming challenges, facilitating intelligent automation and enhanced workflow for developers and AI-powered tools. It can be installed via npm or Smithery and easily configured in popular environments like VSCode.

    70 17 MCP
  • 25
    pyATS MCP Server

    pyATS MCP Server

    Model-driven STDIO server for safe, structured network automation with Cisco devices.

    Implements a Model Context Protocol (MCP) server that wraps Cisco pyATS and Genie for secure, structured interaction with network devices. Provides JSON-RPC 2.0 communication over standard input/output, enabling integrated control through model-driven tools for discovery, command execution, configuration, and logging. Built for containerized environments and workflow tools like LangGraph, it emphasizes safety through input validation and command restrictions.

    50 15 MCP
  • 26
    Inoyu Apache Unomi MCP Server

    Inoyu Apache Unomi MCP Server

    Model Context Protocol server for managing user profiles and context through Apache Unomi.

    Inoyu Apache Unomi MCP Server provides Model Context Protocol support for user context management via Apache Unomi profile handling. It enables AI systems like Claude to maintain user state, lookup and update profiles, manage profile properties, and handle sessions through standardized tools. The implementation supports both Unomi v2 and v3, allowing for email-based profile creation and property updates while offering context isolation through scope management. JSON-based APIs are provided for streamlined integration and data exchange.

    7 9 MCP
  • 27
    Bruno MCP Server

    Bruno MCP Server

    An MCP server to run Bruno API test collections via a standardized interface.

    Bruno MCP Server provides an MCP-compliant server that enables running Bruno API collections and test suites, delivering detailed results through a standardized protocol interface. It supports the execution of API tests using Bruno CLI, allows integration with environment files and variables, and returns comprehensive success, summary, failure, and timing information. Designed for integration with LLMs such as Claude, it allows automated AI agents to initiate and analyze API collection runs. Deployment is streamlined through tools like Smithery and straightforward configuration for desktop use.

    32 8 MCP
  • 28
    ntfy-mcp

    ntfy-mcp

    Task completion notifications for AI assistants via ntfy.

    ntfy-mcp integrates with the Model Context Protocol to provide real-time notifications via ntfy when AI assistants complete tasks. It serves as an MCP server, keeping users informed without needing to constantly monitor progress. The application supports flexible configuration, is built in Node.js, and works seamlessly with the ntfy mobile app for simple, customizable push alerts.

    43 4 MCP
  • 29
    TSGram MCP

    TSGram MCP

    Bring Claude Code AI to Telegram via local Model Context Protocol server.

    TSGram MCP connects Claude Code sessions with Telegram using a local server and Docker, enabling AI-powered code assistance within Telegram chats. It allows users to query, edit, and manage codebases directly from their mobile devices, while keeping all data local for privacy. The setup process is streamlined with support for both AI-guided and CLI-based installation, making integration with existing projects simple. A local web dashboard aids in bot management, ensuring secure and efficient context handling between user code and language models.

    90 22 MCP
  • 30
    Cal Server

    Cal Server

    Lightweight mathematical expression calculator as an MCP service

    Cal Server is a simple mathematical expression calculation tool built on the FastMCP framework and designed to operate as a Model Context Protocol (MCP) service. It evaluates mathematical expressions provided via standard input/output using the expr-eval library and runs in the Bun runtime environment. The service supports core mathematical operations, built-in constants, and parameter validation with zod, making it efficient and easy to integrate into other workflows.

    13 3 MCP
  • 31
    Agent-MCP

    Agent-MCP

    Multi-Agent Collaboration Protocol for Coordinated AI Software Development

    Agent-MCP enables advanced multi-agent orchestration for AI-driven software development, allowing specialized agents to collaborate via a shared persistent context. Its system manages parallel execution, persistent memory graphs, and real-time task coordination with robust visualization tools. Designed for experienced developers, it features intelligent task management and conflict prevention for scalable and complex codebases. The protocol emphasizes maintaining and sharing context among agents through standardized mechanisms.

    1,021 124 MCP
  • 32
    Nostr MCP Server

    Nostr MCP Server

    MCP-compliant server connecting AI models to the censorship-resistant Nostr network.

    Nostr MCP Server enables AI models to interact securely and programmatically with the Nostr protocol, facilitating the posting of notes and integration with decentralized social networks. It provides an MCP-compliant API that supports real-time communication, multi-relay support, and Lightning zaps for payments. Built with TypeScript, the server is designed for easy deployment, supports server-sent events and stdio modes, and is configured for extensibility by developers.

    37 9 MCP
  • 33
    codemcp

    codemcp

    Turn Claude into a hands-on pair programming assistant with direct code editing capabilities.

    codemcp integrates Claude with a user's local codebase, enabling the AI to directly implement features, fix bugs, refactor code, and run tests by making live edits to files. It emphasizes safety and auditability by forbidding unrestricted shell access and versioning all LLM-driven changes using Git. The tool is IDE agnostic and designed for use with Claude Pro, focusing on cost-efficient, high-autonomy agent workflows. Command usage is user-approved via configuration, enhancing security while allowing automated operations.

    1,572 135 MCP
  • 34
    MCP Server LeetCode

    MCP Server LeetCode

    An MCP server enabling AI assistants to access and interact with LeetCode data.

    MCP Server LeetCode provides a Model Context Protocol server interface to the LeetCode platform, allowing AI assistants to efficiently access LeetCode problems, user profiles, and contest information. The tool offers both a command-line interface and a programmable API for integration, supporting advanced queries and direct interaction with LeetCode resources. Comprehensive toolsets allow for searching problems, fetching daily challenges, and retrieving user and contest data. The server is designed for seamless integration with platforms such as Claude Desktop.

    33 9 MCP
  • 35
    Time Node MCP Server

    Time Node MCP Server

    Timezone-aware date and time operations for AI assistants and applications.

    Time Node MCP Server is an implementation of the Model Context Protocol (MCP) designed to provide accurate, timezone-aware date and time operations. It exposes tools for retrieving and converting times across IANA timezones, detecting system timezone, and offering outputs in multiple formats. The server ensures correct handling of Daylight Saving Time transitions and supports integration with AI assistants like Claude Desktop.

    0 4 MCP
  • 36
    Outsource MCP

    Outsource MCP

    Unified MCP server for multi-provider AI text and image generation

    Outsource MCP is a Model Context Protocol server that bridges AI applications with multiple model providers via a single unified interface. It enables AI tools and clients to access over 20 major providers for both text and image generation, streamlining model selection and API integration. Built on FastMCP and Agno agent frameworks, it supports flexible configuration and is compatible with MCP-enabled AI tools. Authentication is provider-specific, and all interactions use a simple standardized API format.

    26 5 MCP
  • 37
    GIF Creator MCP

    GIF Creator MCP

    Convert videos to high-quality GIF animations via MCP.

    GIF Creator MCP is a Model Context Protocol (MCP) server designed to convert video files into GIF animations. It allows users to customize output settings, such as frames per second, dimensions, and duration, and can extract specific portions of videos. The tool supports high-quality GIF generation and integrates with clients like Goose for easy extension. Video processing leverages FFmpeg and outputs GIFs with optimized palettes.

    11 5 MCP
  • 38
    MCP Google Sheets Server

    MCP Google Sheets Server

    Seamless Google Sheets integration for MCP clients.

    Enables MCP-compatible clients to read, write, and manage Google Sheets through a dedicated server interface. Provides advanced spreadsheet operations such as batch editing, chart creation, and formatting while supporting secure authentication using Google Cloud service accounts. Offers production-grade reliability with TypeScript implementation, robust error handling, and comprehensive test coverage. Easily integrates with platforms like Claude Code, Claude Desktop, Cursor, and more.

    34 9 MCP
  • 39
    OpenAPI-MCP

    OpenAPI-MCP

    Dockerized MCP server that transforms OpenAPI/Swagger specs into MCP-compatible tools.

    OpenAPI-MCP is a dockerized server that reads Swagger/OpenAPI specification files and generates corresponding Model Context Protocol (MCP) toolsets. It enables MCP-compatible clients to interact dynamically with APIs described by OpenAPI specs, automatically generating the necessary tool schemas and facilitating secure API key handling. The solution supports both local and remote API specs, offers filtering by tags and operations, and can be easily deployed using Docker.

    150 31 MCP
  • 40
    mcp-image-compression

    mcp-image-compression

    High-performance image compression microservice based on MCP architecture.

    mcp-image-compression is a microservice designed for fast and efficient compression of images, supporting multiple mainstream formats such as JPEG, PNG, WebP, and AVIF. Built with the Model Context Protocol (MCP) architecture, it enables developers to optimize image resources for better web and app performance. The service features smart compression, batch processing, and customizable quality control, suitable for both offline and online workflows.

    28 6 MCP
  • 41
    mcp-server-js

    mcp-server-js

    Enable secure, AI-driven process automation and code execution on YepCode via Model Context Protocol.

    YepCode MCP Server acts as a Model Context Protocol (MCP) server that facilitates seamless communication between AI platforms and YepCode’s workflow automation infrastructure. It allows AI assistants and clients to execute code, manage environment variables, and interact with storage through standardized tools. The server can expose YepCode processes directly as MCP tools and supports both hosted and local installations via NPX or Docker. Enterprise-grade security and real-time interaction make it suitable for integrating advanced automation into AI-powered environments.

    31 13 MCP
  • 42
    quran-mcp-server

    quran-mcp-server

    MCP server to access Quran.com API with AI tool compatibility.

    quran-mcp-server exposes the Quran.com corpus and associated data through a Model Context Protocol (MCP) server generated from an OpenAPI specification. It provides tool endpoints for chapters, verses, translations, tafsirs, audio, languages, and more. The server is designed for seamless integration with large language models (LLMs) and AI tools, supporting both Docker and Node.js environments. Advanced logging features and flexible deployment options are included for debugging and development.

    49 10 MCP
  • 43
    Selenium MCP Server

    Selenium MCP Server

    Model Context Protocol server for web automation via Selenium.

    Selenium MCP Server provides a Model Context Protocol (MCP) compliant interface that enables AI assistants to automate web interactions using Selenium WebDriver. It offers tools for page navigation, element discovery and manipulation, JavaScript execution, screenshot capture, and browser log access. The server supports seamless integration with MCP clients, extensible testing and debugging options, and fine-grained browser local storage management.

    3 1 MCP
  • 44
    manim-mcp-server

    manim-mcp-server

    MCP server for generating Manim animations on demand.

    Manim MCP Server allows users to execute Manim Python scripts via a standardized protocol, generating animation videos that are returned as output. It integrates with systems like Claude to dynamically render animation content from user scripts and supports configurable deployment using environment variables. The server handles management of output files and cleanup of temporary resources, designed with portability and ease of integration in mind.

    454 48 MCP
  • 45
    mcp

    mcp

    Universal remote MCP server connecting AI clients to productivity tools.

    WayStation MCP acts as a remote Model Context Protocol (MCP) server, enabling seamless integration between AI clients like Claude or Cursor and a wide range of productivity applications, such as Notion, Monday, Airtable, Jira, and more. It supports multiple secure connection transports and offers both general and user-specific preauthenticated endpoints. The platform emphasizes ease of integration, OAuth2-based authentication, and broad app compatibility. Users can manage their integrations through a user dashboard, simplifying complex workflow automations for AI-powered productivity.

    27 6 MCP
  • 46
    Kestra Python MCP Server

    Kestra Python MCP Server

    Run Kestra orchestrations with Model Context Protocol support via Docker.

    Kestra Python MCP Server enables integration of the Kestra workflow orchestration platform with environments that use the Model Context Protocol (MCP). It provides a Dockerized MCP server for managing workflows, executions, files, namespaces, and more, with support for both Open-Source (OSS) and Enterprise Edition (EE) setups. The server can be configured easily using environment variables and is compatible with tools like VS Code and Claude, making model-driven orchestration accessible and modular.

    16 3 MCP
  • 47
    Mermaid MCP Server

    Mermaid MCP Server

    AI-powered natural language to Mermaid diagram server via Model Context Protocol

    Mermaid MCP Server enables seamless integration with AI assistants, allowing users to generate professional architecture diagrams, flowcharts, and more using natural language. It implements the Model Context Protocol (MCP), providing a standardized interface for AI tools like GitHub Copilot and Claude to interact with diagram generation workflows. The server offers over 50 pre-built templates, fast SVG rendering, and broad integration support across VS Code, CLI, and desktop applications.

    3 1 MCP
  • 48
    Firefox DevTools MCP

    Firefox DevTools MCP

    Automate Firefox via WebDriver BiDi for Model Context Protocol tools

    Firefox DevTools MCP is a Model Context Protocol server designed for automating Firefox browser through WebDriver BiDi and Selenium WebDriver. It is compatible with tools like Claude Code, Claude Desktop, Cursor, and other MCP clients, enabling browser automation, page management, input simulation, network inspection, and debugging. The server supports custom configuration via CLI flags or environment variables and integrates with MCP Inspector for interactive use. The tool is tailored for local use and is not intended for cloud hosting environments.

    6 1 MCP
  • 49
    k8s-mcp-server

    k8s-mcp-server

    Securely enable Claude to run Kubernetes CLI tools via Anthropic's Model Context Protocol.

    K8s MCP Server provides a Docker-based implementation of Anthropic's Model Context Protocol (MCP), allowing Claude to securely execute Kubernetes CLI tools such as kubectl, helm, istioctl, and argocd within a containerized environment. It integrates with Claude Desktop so users can interact with their Kubernetes clusters using natural language. The server emphasizes security by operating as a non-root user and offering strict command validation, while also supporting major cloud providers like AWS, Google Cloud, and Azure. Easy configuration and support for various Unix tools further enhance its capabilities.

    166 31 MCP
  • 50
    mcp-server-templates

    mcp-server-templates

    Deploy Model Context Protocol servers instantly with zero configuration.

    MCP Server Templates enables rapid, zero-configuration deployment of production-ready Model Context Protocol (MCP) servers using Docker containers and a comprehensive CLI tool. It provides a library of ready-made templates for common integrations—including filesystems, GitHub, GitLab, and Zendesk—and features intelligent caching, smart tool discovery, and flexible configuration options via JSON, YAML, environment variables, or CLI. Perfect for AI developers, data scientists, and DevOps teams, it streamlines the process of setting up and managing MCP servers and has evolved into the MCP Platform for enhanced capabilities.

    5 1 MCP

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