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melisasvr/Local-Log-Observability-Analyzer-MCP-Server

Score: 45.3 Rank #100

Overview

melisasvr/Local-Log-Observability-Analyzer-MCP-Server is a Python MCP server.

Ranked #100 out of 104 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

Forks 0
Description None
License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Add a detailed description (150+ chars) to your repo to improve discoverability

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Badge

AgentRank score for melisasvr/Local-Log-Observability-Analyzer-MCP-Server
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Matched Queries

"mcp server""mcp-server"

From the README

# 🔍 Local Log & Observability Analyzer-MCP Server

**Zero-cost · Fully local · No external APIs · Pure Python stdlib**

- Turn raw log chaos into actionable insights. Point any MCP-compatible AI client at this server and ask natural questions like:
- *"What's wrong with my app.log in the last 10 minutes?"*
- *"Are there any error bursts or anomalies in my syslog?"*
- *"Compare today's logs to yesterday's and tell me what changed."*
- *"Set an alert if OutOfMemory appears and check it now."*

---

## 📦 Project Structure

```
log_analyzer_mcp/
├── server.py               ← MCP server (10 tools, pure stdlib)
├── generate_sample_logs.py ← Creates realistic test log files
├── test_client.py          ← CLI harness to call every tool directly
├── mcp_config.json         ← Paste-ready config for Claude Desktop / Cursor
└── README.md
```

---

## 🚀 Quick Start

### 1. Generate test logs (optional but recommended)
```bash
python generate_sample_logs.py
# Creates: sample_logs/app.log, syslog.l
Read full README on GitHub →
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