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Comparison

neonloops vs io.github.abahocodes/llmgraph

neonloops is an MCP server published by neonloops.com. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.abahocodes/llmgraph is an MCP server published by abahocodes. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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
Marketplaceneonloopsio.github.abahocodes/llmgraph
Official MCP Registry Listed
Version: 1.0.1
No figure published
Not marked · First seen
Listed
Version: 0.1.1
Downloads/month (npm): 104
Downloads/week (npm): 15
Forks (GitHub): 0
Stars (GitHub): 0
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

neonloops vs io.github.abahocodes/llmgraph
Factneonloopsio.github.abahocodes/llmgraph
Marketplaces that list it11
Stars (GitHub) (differs)No figure on GitHub0
Forks (GitHub) (differs)No figure on GitHub0
Last release (differs)2026-10-20Not published
Where it runs (differs)Remote server (app.neonloops.com/api/mcp/v1)On your machine (@llmgraph/mcp-server)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published2, secrets among them: 1
LicenceNot statedNot stated
Repository (differs)Not statedgithub.com/abahocodes/llmgraph-mcp-server
Changes in the last 7 days (differs)20
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Not responding since 2026-10-23no 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

neonloops

In its own words, on Official MCP Registry:

Build, test and publish agentic workflows from your AI client: approve steps, read tables, see runs.

io.github.abahocodes/llmgraph

In its own words, on Official MCP Registry:

Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.

How to run each

neonloops As a remote MCP server

Claude Code
claude mcp add --transport http neonloops https://app.neonloops.com/api/mcp/v1

io.github.abahocodes/llmgraph As a local MCP server: npm package

Claude Code
claude mcp add --env "LLMGRAPH_API_KEY=<YOUR_LLMGRAPH_API_KEY>" --env "LLMGRAPH_ENDPOINT=<YOUR_LLMGRAPH_ENDPOINT>" --transport stdio llmgraph -- npx -y @llmgraph/mcp-server

Requires: LLMGRAPH_API_KEY (secret), LLMGRAPH_ENDPOINT

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

Only neonloops 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

The marketplaces of neonloops publish no settings it asks for, so we do not compare settings.

What it can do: neonloops · What it can do: io.github.abahocodes/llmgraph · 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