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"A guide to conducting market research" matching MCP servers:

  • ChatGPT To Codex

    ezBuilder
    A
    license
    Not graded
    quality
    A
    maintenance
    A local MCP runtime for macOS and Windows that enables ChatGPT to read, edit, search, run tests, and capture screenshots in your local project folder while keeping your source code on your machine.
    17
    104
    MIT

  • MCP Filesystem Server

    A-Niranjan
    A
    license
    A
    quality
    D
    maintenance
    Provides secure filesystem access for AI models through the Model Context Protocol with strict path validation, file operations, directory management, and system command execution within predefined directories.
    16
    7
    MIT

  • Remote MCP SSH Gateway

    Machine-To-Machine
    A
    license
    Not graded
    quality
    C
    maintenance
    The m2m-mcp-server-ssh-client provides a unified MCP server interface, securely connecting via SSH to the m2m-mcp-server-ssh-server back-end which aggregates MCP servers. This setup offers secure, single-point access to diverse remote tools using robust SSH key-based authentication.
    9
    MIT

  • SSH MCP Server

    mcpol-studio
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables AI assistants to execute shell commands and manage files on remote servers via SSH. It supports recursive directory uploads, archive extraction, and direct file creation from text content.
    2
    MIT

  • Kontrol

    B-A-M-N
    A
    license
    Not graded
    quality
    B
    maintenance
    A self-hosted MCP server that enables AI coding agents to read, edit, search, and run code in local projects with human review loops and policy controls.
    MIT

  • SysControl MCP

    ks6573
    A
    license
    B
    quality
    A
    maintenance
    Enables Claude Desktop to monitor and control your computer system with 90+ real-time tools covering CPU, RAM, GPU, disk, network, processes, and more, plus extensions for file management, code editing, and web research.
    84
    MIT

  • mcp-ssh-gateway

    demon24ru
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that acts as a boundary agent, giving LLMs and automation systems controlled SSH-based access to remote machines for tasks like administration, diagnostics, and security research.
    Apache 2.0

  • ddx-term-mcp

    Dudoxx
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to execute commands in a shared tmux session that is simultaneously visible to a human via a web-based terminal UI.
    1
    MIT

  • Llama 4 Maverick MCP Server

    YobieBen
    A
    license
    Not graded
    quality
    D
    maintenance
    Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first local AI operations with 10+ built-in tools for file operations, web search, calculations, and custom model deployment. Features streaming support, hybrid intelligence workflows, and extensive Python ecosystem integration for research, development, and enterprise applications.
    MIT

  • NeuralReaper

    the-artist111
    A
    license
    Not graded
    quality
    A
    maintenance
    AI-native security research platform that integrates Claude with MCP to execute real offensive security tools in an isolated Docker container, enabling natural language-driven recon, CVE scanning, Active Directory enumeration, and cryptographic posture assessment.
    1
    MIT

  • kimi-api-mcp

    bene-bosco
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that provides file operations and Moonshot API-powered tools (reasoning, code review, testing, research, web search, agent) for Kimi K2.5, requiring only a Moonshot API key.
    268
    1
    MIT

  • MCP Cheat Engine Server

    bethington
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides safe, read-only access to memory analysis and debugging functionality through the Model Context Protocol, allowing users to examine computer memory for software development, security research, and educational purposes.
    62
    MIT

  • Azure Dev Server

    david3xu
    A
    license
    Not graded
    quality
    C
    maintenance
    A remote MCP server that provides full filesystem and shell access to a cloud-hosted environment via HTTPS, enabling Claude Desktop to read, write, edit, search files, and execute commands on a remote Azure machine.
    MIT

  • Vulnerable MCP Server

    evrenyal
    F
    license
    Not graded
    quality
    D
    maintenance
    Intentionally vulnerable Model Context Protocol (MCP) server designed for security research that processes natural language queries through an LLM to execute SQL queries or shell commands without restrictions.
    4

  • MCP-Wait

    automation-ai-labs
    A
    license
    B
    quality
    D
    maintenance
    A simple MCP server that provides waiting functionality to pause until other tasks finish, with progress reporting and support for CLI or HTTP server with SSE.
    1
    11
    5
    MIT
  • PwnBridge by 1mr0-tech

    PwnBridgeofficial

    1mr0-tech
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to execute security testing tools on a Kali Linux machine over SSH, including reconnaissance, web app scanning, and static/dynamic analysis.
    8
    MIT

  • powershell-terminal

    TiM00R
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables Claude to execute PowerShell commands and scripts in a persistent interactive terminal on Windows, with real-time output streaming to a web terminal.
    1
    MIT