"Robot Framework" matching MCP servers:

• reachy-mini-mcp

  nolte

  A

  license

  -

  quality

  A

  maintenance

  MCP server for Reachy Mini robot that exposes robot state and motion control to LLM frontends like Claude Desktop.

  Last updated 2026-07-24

  MIT

• ftc-mcp

  Sanjit-K

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to search FTC SDK samples, scaffold OpModes, build and deploy robot code to a REV Control Hub, and read robot logs for a full code-to-robot debugging loop.

  Last updated 2026-07-13

  27

  MIT

• MCP Cobot Server

  cluesang

  F

  license

  -

  quality

  D

  maintenance

  Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipulation, home position, LED color, and dance routines.

  Last updated 2025-05-01

  1
• 

  ak-mcpofficial

  the-ak-foundation

  A

  license

  A

  quality

  A

  maintenance

  Provides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.

  Last updated 2026-07-29

  8

  1

  Apache 2.0
• 

  Robonine MCP Serverofficial

  roboninecom

  A

  license

  A

  quality

  C

  maintenance

  A local MCP server that connects Claude Code or any MCP-compatible AI assistant to a Robonine robot arm.

  Last updated 2026-06-10

  1

  MIT

• FTC Toolchain

  Sanjit-K

  A

  license

  A

  quality

  B

  maintenance

  MCP server enabling AI agents to search FTC SDK samples, scaffold OpModes, build and deploy TeamCode to REV Control Hub, and read robot logs for a full code-robot-debug loop.

  Last updated 2026-07-13

  35

  MIT

• sphero-rvr-mcp

  jsperson

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to control a Sphero RVR robot via the MCP protocol, including movement, LEDs, sensors, and battery monitoring.

  Last updated 2026-02-26

  MIT

• nrs_llm

  eunseopsong

  A

  license

  -

  quality

  C

  maintenance

  An MCP server for ROS 2 environments that connects via rosbridge WebSocket, enabling topic/service introspection, publish/subscribe, service calls, robot connectivity checks, and polishing pipeline operations.

  Last updated 2026-05-27

  Apache 2.0

• KentraBOT MCP Server

  kentra

  F

  license

  -

  quality

  D

  maintenance

  Enables LLMs to control a two-track robot through movement commands, providing independent track control, high-level directional driving (forward, backward, left, right), and emergency stop functionality.

  Last updated 2025-12-11