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    Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)
    24
    2,270 npm
    87
    MIT
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    MCP server for managing multiple SSH servers via AI assistants, offering tools for remote command execution, file operations, and system monitoring.
    11
    25 PyPI
    2
    MIT
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    A local Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH connections.
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    7 npm
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    Enables AI assistants to execute SSH commands and perform token-efficient file operations on remote servers via the Model Context Protocol.
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    126 npm
    13
    MIT
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    A Model Context Protocol server implementation that enables secure remote command execution via SSH, with features for managing and using SSH credentials.
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    7 npm
    11
    MIT
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    ssh-mcp-pro is a secure Model Context Protocol (MCP) server for SSH automation, enabling clients to open SSH sessions, run commands, manage files, transfer artifacts, create tunnels, and perform package/service operations under policy control.
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    137 npm
    2
    MIT
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    Enables SSH operations including connecting to remote servers, executing commands, and transferring files between local and remote systems. Supports multiple SSH connections with both password and private key authentication methods.
    18
    MIT
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    Enables SSH connectivity and remote command execution on servers, allowing users to test connections and run commands remotely with support for both local networks and public servers.
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    25 npm
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    ISC
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    A secure SSH MCP server that enables execution of read-only diagnostic commands over SSH, preventing modifications to remote systems.
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    47 PyPI
    8
    AGPL 3.0
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    A toolset for executing commands and transferring files or directories on remote servers via SSH. It supports both direct connection parameters and pre-configured server profiles for seamless remote infrastructure management.
    16 npm
    MIT
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    An MCP server that enables remote SSH command execution and bidirectional file transfers through a standardized interface. It allows AI assistants to securely manage remote servers while keeping credentials isolated and applying command-level security controls.
    ISC
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    Enables AI agents to securely access encrypted secrets (SSH keys, API tokens, passwords) with real-time user approval via Passkey, and supports SSH remote execution through the MCP protocol.
    MIT
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    Enables AI agents to SSH into Linux servers, run commands, deploy code, and manage servers via natural language, also doubles as a CLI for manual use.
    3
    MIT
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    Enables AI clients (ZCode, Claude Code, Codex, Cursor, Cline) to run shell commands, manage background jobs, and stream files to and from remote Linux servers over SSH through a single authenticated MCP gateway. Target machines' SSH port stays closed to AI and the internet, with token whitelists, command blacklists, confirmations, and audit logging layered on top.
    79 npm
    7
    MIT
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    Enables AI to execute commands on remote hosts via SSH, supporting password and key authentication.
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    A single-purpose MCP server that lets an AI assistant run commands over SSH on a fixed, pre-configured host only, with an explicit per-call confirmation gate before execution.
    1
    MIT
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    Enables LLM agents to run commands, manage interactive or background sessions, and transfer files on remote hosts under policy-based authorization, command classification, approval gates, and full audit logging. Supports per-host profiles with role-based rules, streaming file transfers that keep bytes out of model context, and a configurable approval policy for destructive or privileged work.
    14
    15,831 npm
    MIT
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    SSH Session MCP fills a gap in the MCP ecosystem by offering a persistent shared SSH PTY runtime, not just stateless command execution. It features browser collaboration, input locking, safe/full execution modes, async command tracking, configurable policy rules, and multi-device profiles. Ideal for remote development, embedded systems, infrastructure workflows, and hardware control scenarios.
    23
    52 npm
    4
    Apache 2.0
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    Enables MCP clients to connect to a privacy-first, self-hostable workout planning and training log, allowing coaching agents to preview and apply program changes while accessing training data through OAuth-protected endpoints.
    AGPL 3.0
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    Provides AI assistants with direct access to multi-vendor network devices for tasks like configuration management, health checks, and topology discovery through 35 specialized tools. It enables natural language control over platforms including Cisco, Juniper, and Nokia using SSH, NETCONF, and SNMP protocols.
    12
    MIT
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    Enables secure remote command execution and bidirectional file transfers on SSH servers through the Model Context Protocol. It features robust security controls including command whitelisting, credential isolation, and support for multiple SSH connection profiles.
    3,426 npm
    1,019
    ISC