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Comparison

loki vs io.github.Fato07/log-analyzer-mcp

loki is a plugin bundle for AI coding tools published by lexfrei. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). io.github.Fato07/log-analyzer-mcp is an MCP server published by Fato07. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacelokiio.github.Fato07/log-analyzer-mcp
Claude Code: claude-plugins-community Listed
Version: 1.0.0
Forks (GitHub): 3
Stars (GitHub): 5
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.4.2
Downloads/month (PyPI): 158
Downloads/week (PyPI): 28
Forks (GitHub): 1
Stars (GitHub): 5
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

loki vs io.github.Fato07/log-analyzer-mcp
Factlokiio.github.Fato07/log-analyzer-mcp
Marketplaces that list it11
Stars (GitHub)55
Forks (GitHub) (differs)3 (better)1 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (ghcr.io/lexfrei/mcp-loki)On your machine (codesdevs-log-analyzer)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)1, secrets among them: 0Not published
Parts of the bundle (differs)1Not a bundle
Licence (differs)BSD-3-ClauseNot stated
Repository (differs)github.com/lexfrei/mcp-lokigithub.com/fato07/log-analyzer-mcp
Changes in the last 7 days00
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

loki

In its own words, on Claude Code: claude-plugins-community:

MCP server for querying Grafana Loki logs. Enables LLMs to execute LogQL queries, discover labels and their values, explore log series by selectors, and retrieve index statistics — all via the Model Context Protocol. Supports basic auth, bearer token, and multi-tenant (X-Scope-OrgID) authentication.

io.github.Fato07/log-analyzer-mcp

In its own words, on Official MCP Registry:

AI-powered log analysis - parse, search, extract errors across 9+ formats

How to run each

loki As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install loki@claude-community

io.github.Fato07/log-analyzer-mcp As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio log-analyzer-mcp -- uvx codesdevs-log-analyzer

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of io.github.Fato07/log-analyzer-mcp publish no settings it asks for, so we do not compare settings.

What it can do: loki · What it can do: io.github.Fato07/log-analyzer-mcp · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built