# Log Analyzer with CloudWatch Logs

> Use this tool when you need to analyze and troubleshoot AWS infrastructure logs, as it provides AI assistants with structured access to CloudWatch Logs data for searching, error pattern detection, and cross-service correlation. It solves problems related to log analysis, monitoring, and pattern identification, accepting log data as input and producing summarized and correlated log insights as output. Ideal for DevOps teams and system administrators, it streamlines log analysis for efficient troubleshooting and monitoring of AWS services.

Canonical page: https://skillsregistry.net/skills/awslabs-log-analyzer-cloudwatch  
JSON: https://api.skillsregistry.net/v1/skills/awslabs-log-analyzer-cloudwatch

## Description

Log Analyzer with MCP is an AWS Labs-developed server that provides AI assistants with structured access to CloudWatch Logs data. Built in Python using boto3, it exposes a comprehensive set of tools for searching, analyzing, and correlating logs across multiple AWS services. The implementation includes specialized capabilities for error pattern detection, log activity summarization, and cross-service correlation using common identifiers like request IDs. It's particularly valuable for DevOps teams and system administrators who need AI assistance with log analysis for troubleshooting, monitoring, and identifying patterns in their AWS infrastructure logs.

## Trust

- **Trust score (0–1):** 0.89
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/awslabs-log-analyzer-cloudwatch)
- **Repository:** <https://github.com/awslabs/log-analyzer-with-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "awslabs-log-analyzer-cloudwatch"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/awslabs-log-analyzer-cloudwatch` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/awslabs-log-analyzer-cloudwatch/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt