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karellen-jdb-mcp vs OpenImageDebugger MCP

karellen-jdb-mcp is a plugin bundle for AI coding tools published by karellen. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). OpenImageDebugger MCP is an MCP server published by OpenImageDebugger. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-20. 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
Marketplacekarellen-jdb-mcpOpenImageDebugger MCP
Claude Code: claude-plugins-community Listed
Version: 0.0.4
Forks (GitHub): 4
Stars (GitHub): 4
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.3.5
Downloads/month (PyPI): 128
Downloads/week (PyPI): 34
Forks (GitHub): 54
Stars (GitHub): 250
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

karellen-jdb-mcp vs OpenImageDebugger MCP
Factkarellen-jdb-mcpOpenImageDebugger MCP
Marketplaces that list it11
Stars (GitHub) (differs)4 (worse)250 (better)
Forks (GitHub) (differs)4 (worse)54 (better)
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (oid-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Hooks it runs (differs)3Not published
Parts of the bundle (differs)6Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/karellen/karellen-jdb-mcpgithub.com/openimagedebugger/openimagedebugger
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

karellen-jdb-mcp

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

JDB (Java Debugger) plugin for Claude Code. Attach to running JVMs via JDWP and debug interactively with breakpoints, watchpoints, exception breakpoints, stepping, expression evaluation, thread inspection, stack navigation, and class introspection. ### Features - **Connect & Launch**: Attach to any JVM started with JDWP, or launch one directly with `jdb_launch` - **Multi-session**: Debug multiple JVMs simultaneously on different ports - **Breakpoints & Watchpoints**: Line/method breakpoints, field watchpoints, exception breakpoints with caught/uncaught filtering - **Execution Control**: Step in, step over, step out, continue, suspend/resume threads - **Inspection**: Evaluate expressions, dump objects, view locals, list loaded classes/methods/fields - **Stack Navigation**: Walk the call stack, move up/down frames, pop/re-enter frames - **Concurrency**: Thread listing, lock/monitor inspection for deadlock analysis - **Tracing & Monitoring**: Trace method entries/exits, auto-execute commands on each stop - **JDK

OpenImageDebugger MCP

In its own words, on Official MCP Registry:

MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions

How to run each

karellen-jdb-mcp As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install karellen-jdb-mcp@claude-community

OpenImageDebugger MCP As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio oid-mcp -- uvx oid-mcp

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

Neither one's marketplaces publish the settings it asks for.

What it can do: karellen-jdb-mcp · What it can do: OpenImageDebugger 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