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    Lets AI assistants read, command, and debug microcontrollers over a serial connection via MCP. Provides tools for serial port discovery, reading serial output, sending commands, and decoding register values.
    7
    2
    MIT
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    Exposes persistent, stateful remote Bash sessions to AI agents via SSH, enabling command execution with preserved working directory and environment.
    7
    37 npm
    1
    MIT
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    Enables AI tools to perform full-featured embedded microcontroller debugging via pyOCD and CMSIS-DAP probes, including probe management, flashing, breakpoints, register/memory access, fault analysis, and RTT communication.
    58
    1
    MIT
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    Wraps the OrcaSlicer CLI to enable AI agents to slice 3D models, run parameter sweeps, and analyze G-code.
    42 PyPI
    1
    MIT
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    Provides agentic MCP tools for the Flux Framework, enabling job submission, management, and resource scheduling for HPC workloads.
    1
    MIT
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    Enables execution of ROS 2 CLI commands through the Model Context Protocol, supporting configurable timeouts, working directories, and secure command whitelisting.
    MIT
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    Enables debugging of programs through GDB/MI, allowing breakpoints, stepping, and register analysis via natural language.
    1
    MIT
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    MCP server that exposes compiled rote pipelines as callable tools. The rote CLI compiles a proven agent skill into a deterministic workflow, and rote serve lets any MCP client trigger the deployed pipelines and poll their status.
    8
    Apache 2.0
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    Enables MCP clients to remotely drive a vibeOS desktop, including reading the desktop, managing files, editing OS files, and executing commands in the VM.
    118 npm
    MIT
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    This MCP server enables AI tools to interact with your Apple Photos library via the osxphotos CLI, providing tools for querying and managing photos.
    2
    MIT
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    A server that enables accessing and managing ApiFox API information through the Model Context Protocol, supporting both HTTP services and CLI commands.
    35 npm
    3
    ISC
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    A framework for building Model Context Protocol (MCP) servers using pure Bash scripts, allowing for the creation of tools, resources, and prompts without Node.js or Python runtimes. It provides a complete implementation of the MCP spec compatible with any environment running Bash 3.2+ and jq.
    11
    MIT
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    Enables an LLM to drive the Wine debugger through MCP tools: start or attach a winedbg session to a program or PID, run debugger commands against it, and stop the session along with the process group it launched. It wraps the interactive Wine-dbg> prompt, parsing replies and enforcing timeouts and argument validation so debugging sessions can be automated conversationally.
    ISC
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    This MCP server exposes a Telegram client that runs on the user's own account, enabling AI agents to read, search, send, and manage messages, press bot buttons, and work with chats, groups, and channels from the terminal. It is read-only by default, with writes requiring explicit human approval and every action logged for safety.
    1,373 npm
    3
    MIT
  • A
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    Enables AI agents to list entries and metadata, run commands with secrets injected as environment variables while scrubbing every value from the output, copy secrets straight to the clipboard, and generate or store new secrets without their plaintext ever entering the conversation. Obvious dumpers are refused and destructive edits require explicit confirmation, closing off accidental exposure paths.
    384 PyPI
    MIT
  • A
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    Safety-gated SSH MCP server for DeepSeek Harness and standard MCP clients, enabling agents to use a laboratory server's GPU, runtime, and configured source workspace while keeping the server isolated from the public internet.
    1
    MIT
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    Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.
    Apache 2.0
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    An MCP server for the Talon accessibility framework that surfaces logs, configuration details, and status information. It enables users to interact with the Talon Python REPL to execute code and manage the framework through natural language.
    10 npm
    MIT