Google PageRank for AI agents. 25,000+ tools indexed.

ros-mcp-server MCP Server

robotmcp/ros-mcp-server

Score: 83.9 ↓ 2.3% Rank #1117 MCP Server
[![AgentRank](https://agentrank-ai.com/api/v1/badge/robotmcp--ros-mcp-server)](https://agentrank-ai.com/tool/robotmcp--ros-mcp-server/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of robotmcp/ros-mcp-server? Claim this listing →

Connect AI models like Claude & GPT with robots using MCP and ROS.

Add AgentRank to Claude Code Discover and compare tools like robotmcp/ros-mcp-server — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

robotmcp/ros-mcp-server is a Python MCP server licensed under Apache-2.0. Connect AI models like Claude & GPT with robots using MCP and ROS. Topics: ros, ros2, ros-mcp-server, ros2-mcp-server, mcp, mcp-server, modelcontextprotocol.

Ranked #1117 out of 24846 indexed tools.

In the top 5% of all indexed tools.

Has 1,493 GitHub stars.

Has 19 contributors.

Ecosystem

Python Apache-2.0
rosros2ros-mcp-serverros2-mcp-servermcpmcp-servermodelcontextprotocol

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1,493

1,493 stars → well-known project

Freshness 25% 15d ago

Last commit 15d ago → recently updated

Issue Health 25% 54%

77/142 issues closed → decent issue management

Contributors 10% 19

19 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 214
Description Good
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for robotmcp/ros-mcp-server
[![AgentRank](https://agentrank-ai.com/api/v1/badge/robotmcp--ros-mcp-server)](https://agentrank-ai.com/tool/robotmcp--ros-mcp-server/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/robotmcp--ros-mcp-server/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/robotmcp--ros-mcp-server" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="robotmcp/ros-mcp-server"></script>

Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-server

From the README

# ROS MCP Server 🧠⇄🤖

<p align="center">
  
</p>

ROS-MCP-Server connects large language models (such as Claude, GPT, and Gemini) to robots, enabling bidirectional communication with no changes to existing robot source code.  

### Why ROS-MCP?

- **No robot source code changes** → just add the `rosbridge` node to your existing ROS setup.
- **True two-way communication** → LLMs can both *control* robots and *observe* everything happening on the Robot.
- **Full context** → publish & subscribe to topics, call services & actions, set parameters, read sensor data, and monitor robot state in real time.
- **Deep ROS understanding** → guides the LLM to discover available topics, services, actions, and their types (including custom ones) — enabling it to use them with the right syntax without manual configuration.
- **Works with any MCP client** → built on the open [MCP standard](https://modelcontextprotocol.io/), supporting Claude Code, Codex CLI, Gemini CLI, Claude Desktop, ChatGPT, Cursor
Read full README on GitHub →

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.