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Comparison

Paper Lantern vs io.github.mybolide/mcp-probe-kit

Paper Lantern is an MCP server published by paperlantern.ai. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.mybolide/mcp-probe-kit is an MCP server published by mybolide. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-24. 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
MarketplacePaper Lanternio.github.mybolide/mcp-probe-kit
Official MCP Registry Listed
Version: 0.3.1
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 4.0.0
Downloads/month (npm): 1 495
Downloads/week (npm): 181
Forks (GitHub): 5
Stars (GitHub): 39
Not marked · First seen
npm registry (MCP servers) Not listed Listed
Version: 4.1.1
Downloads/month (npm): 1 495
Downloads/week (npm): 181
Forks (GitHub): 5
Stars (GitHub): 39
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

Paper Lantern vs io.github.mybolide/mcp-probe-kit
FactPaper Lanternio.github.mybolide/mcp-probe-kit
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)0 (worse)39 (better)
Forks (GitHub) (differs)0 (worse)5 (better)
Last release (differs)Not published2026-10-14
Where it runs (differs)Remote server (mcp.paperlantern.ai/chat/mcp)On your machine (mcp-probe-kit)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Licence (differs)Not statedMIT
Repository (differs)github.com/paperlantern-ai/paperlantern-cligithub.com/mybolide/mcp-probe-kit
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Answered with HTTP 403 (4 days ago)no remote endpoint we check

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

Paper Lantern

In its own words, on Official MCP Registry:

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

io.github.mybolide/mcp-probe-kit

In its own words, on Official MCP Registry:

Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.

How to run each

Paper Lantern As a remote MCP server

Claude Code
claude mcp add --transport http code https://mcp.paperlantern.ai/chat/mcp

io.github.mybolide/mcp-probe-kit As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio mcp-probe-kit -- npx -y mcp-probe-kit

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

Only Paper Lantern has a remote endpoint we check. How we check endpoints

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: Paper Lantern · What it can do: io.github.mybolide/mcp-probe-kit · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). 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