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Predictive Debugger vs io.github.rotem1230/fixme-agent

Predictive Debugger is an MCP server published by SpeedosDK. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.rotem1230/fixme-agent is an MCP server published by rotem1230. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-16. 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
MarketplacePredictive Debuggerio.github.rotem1230/fixme-agent
Official MCP Registry Listed
Version: 0.9.0
Downloads/month (npm): 616
Downloads/week (npm): 49
Forks (GitHub): 0
Stars (GitHub): 2
Not marked · First seen
Listed
Version: 1.3.0
Downloads/month (npm): 135
Downloads/week (npm): 12
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

Predictive Debugger vs io.github.rotem1230/fixme-agent
FactPredictive Debuggerio.github.rotem1230/fixme-agent
Marketplaces that list it11
Stars (GitHub) (differs)2No figure on GitHub
Forks (GitHub) (differs)0No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (predictive-debugger)On your machine (fixme-mcp)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 1
LicenceNot statedNot stated
Repository (differs)github.com/speedosdk/predictive-debuggergithub.com/rotem1230/fixme-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

Predictive Debugger

In its own words, on Official MCP Registry:

Predicts where JavaScript and TypeScript code will fail at runtime, for coding agents.

io.github.rotem1230/fixme-agent

In its own words, on Official MCP Registry:

Real-time AI code quality — 30 validators, 17 languages, 813+ checks

How to run each

Predictive Debugger As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio predictive-debugger -- npx -y predictive-debugger

io.github.rotem1230/fixme-agent As a local MCP server: npm package

Claude Code
claude mcp add --env "FIXME_TOKEN=<YOUR_FIXME_TOKEN>" --transport stdio fixme-agent -- npx -y fixme-mcp

Requires: FIXME_TOKEN (secret)

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 Predictive Debugger publish no settings it asks for, so we do not compare settings.

What it can do: Predictive Debugger · What it can do: io.github.rotem1230/fixme-agent · Compare two other plugins

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