AgentIndex icon
AgentIndex
aws-mcp-server logo
aws-mcp-server
★ 186
vs
cml-mcp logo
cml-mcp
★ 76

aws-mcp-server vs cml-mcp

aws-mcp-server: This AWS MCP server enables AI assistants like Claude to execute AWS CLI commands on your behalf. It grants complete AWS access by wrapping the CLI itself, allowing Claude to learn and run commands on-demand while respecting your IAM policies.; cml-mcp: cml-mcp integrates AI assistants with Cisco Modeling Labs (CML), enabling natural language interaction for network lab management. Users can instruct AI applications to create topologies, configure devices, and control labs without manual clicks or scripting.

01

TL;DR

aws-mcp-server logo
aws-mcp-serverVision / Multimodal · ★ 186

Allowing AI assistants to interact with and manage AWS services through natural language.

Read aws-mcp-server full review →
cml-mcp logo
cml-mcpVision / Multimodal · ★ 76

Creating and provisioning new network labs with specified topologies and devices.

Read cml-mcp full review →
02

Side-by-Side Comparison

Field
aws-mcp-server logoaws-mcp-server
cml-mcp logocml-mcp
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 186
★ 76
License
MIT
BSD-2-Clause
Install Command
docker run --rm -p 8000:8000 -e AWS_MCP_TRANSPORT=streamable-http -v ~/.aws:/home/appuser/.aws:ro ghcr.io/alexei-led/aws-mcp-server:latest
uvx cml-mcp
Updated
7mo ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AWS CLI, Claude, AI Assistant
AI Assistant, Network Automation, Cisco Modeling Labs
03

Features

aws-mcp-server logoaws-mcp-server
01Grants complete AWS access to AI assistants by wrapping the AWS CLI.
02Enables Claude to learn and execute AWS commands on-demand using `--help` documentation.
03Supports streamable HTTP transport for web-based MCP clients.
04Enforces security boundaries through user-defined IAM policies.
05Provides robust error handling for input validation and graceful server shutdown.
cml-mcp logocml-mcp
01Create Lab Topologies
02Control Labs and Nodes
03Configure Nodes and Execute CLI Commands
04Perform Packet Captures
05Add Visual Annotations
04

Use Cases

aws-mcp-server logoaws-mcp-server
↳Allowing AI assistants to interact with and manage AWS services through natural language.
↳Automating AWS cloud operations and resource provisioning with AI guidance.
↳Integrating AWS CLI capabilities into Model Communication Protocol (MCP) clients.
↳Providing a secure, sandboxed environment for AI-driven AWS command execution using Docker.
cml-mcp logocml-mcp
↳Creating and provisioning new network labs with specified topologies and devices.
↳Configuring and managing the lifecycle (start, stop, wipe) of labs and individual nodes.
↳Executing CLI commands on virtual devices and performing network troubleshooting via packet capture.
↳Adding visual annotations to lab diagrams for better documentation and organization.
FAQ

FAQ

What is the difference between aws-mcp-server and cml-mcp?
Both aws-mcp-server and cml-mcp are in the Vision / Multimodal category. aws-mcp-server has 186 stars, while cml-mcp has 76 stars.
Which is better, aws-mcp-server or cml-mcp?
The best choice depends on your use case. Choose aws-mcp-server if Allowing AI assistants to interact with and manage AWS services through natural language., and cml-mcp if Creating and provisioning new network labs with specified topologies and devices..
Is aws-mcp-server free or open source?
Yes, aws-mcp-server is open source on GitHub (MIT).
Is cml-mcp free or open source?
Yes, cml-mcp is open source on GitHub (BSD-2-Clause).
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