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The Log-Analyzer-with-MCP MCP server was last committed 2mo ago and has 11 contributors. Issue health: 65% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

Log-Analyzer-with-MCP MCP Server

Name: awslabs/Log-Analyzer-with-MCP
Rating: 3.3 (1 reviews)
Author: awslabs

awslabs/Log-Analyzer-with-MCP

Score: 58.2 ↓ 0.9% Rank #7012 MCP Server

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A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation

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Overview

awslabs/Log-Analyzer-with-MCP is a Python MCP server licensed under Apache-2.0. A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation

Ranked #7012 out of 24846 indexed tools.

Has 11 contributors.

Ecosystem

Python Apache-2.0

Score Breakdown

Stars 15% 169

169 stars → growing community

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 65%

15/23 issues closed → decent issue management

Contributors 10% 11

11 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 27

Description Good

License Apache-2.0

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

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Freshness high impact

Last commit was 84 days ago — a recent commit would boost your freshness score

Dependents medium impact

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

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Details

Stars: 169
Forks: 27
Open Issues: 8
Closed Issues: 15
Contributors: 11
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 2mo ago

Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"

From the README

# Log Analyzer with MCP

A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation.

## 🏗️ Architecture

## 🔌 Model Context Protocol (MCP)

As outlined by Anthropic:
> MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications. Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools.

This repository is an example client and server that allows an AI assistant like Claude to interact with CloudWatch logs in an AWS account. To learn more about MCP, read through the [introduction](https://modelcontextprotocol.io/introduction). 

## ✨ Features

- Browse and search CloudWatch Log Groups
- Search logs using CloudWatch Logs Insights query syntax
- Generate log summari

Read full README on GitHub →