Log Analyzer MCP Server

An MCP server for intelligent log analysis providing semantic search, error pattern clustering, and smart error detection. It enables users to process, vectorize, and query local logs to efficiently identify issues and generate AI-powered summaries.

→ suriya-ML/log-checker-mcp · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/suriya-ml-log-checker-mcp-1lp3q1)](https://m8ven.ai/mcp/suriya-ml-log-checker-mcp-1lp3q1)

commit: 092bb5525d1b504acc3060d26f3549b903239d5a

code hash: fb919167f640caa8af00939878ee65cbd20f8b7c1ba4afbcc1a01b56a6b9e61a

verified: 6/13/2026, 10:52:23 AM

view raw JSON →