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LatentGate vs io.github.lazymac2x/ai-token-counter

LatentGate is an MCP server published by KathanModh259. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). io.github.lazymac2x/ai-token-counter is an MCP server published by lazymac2x. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. 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
MarketplaceLatentGateio.github.lazymac2x/ai-token-counter
Official MCP Registry Listed
Version: 1.4.2
Downloads/month (PyPI): 271
Downloads/week (PyPI): 71
Forks (GitHub): 2
Stars (GitHub): 25
Not marked · First seen
Listed
Version: 1.0.0
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

LatentGate vs io.github.lazymac2x/ai-token-counter
FactLatentGateio.github.lazymac2x/ai-token-counter
Marketplaces that list it (differs)2 (better)1 (worse)
Stars (GitHub) (differs)25 (better)0 (worse)
Forks (GitHub) (differs)2 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (latent-gate)Remote server (api.lazy-mac.com/ai-token-counter/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)2Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/kathanmodh259/latent-gategithub.com/lazymac2x/ai-token-counter-api
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 15 h ago

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

LatentGate

In its own words, on Official MCP Registry:

Read large logs, JSON and docs in a fraction of the tokens. Offline, fact-preserving optimizer.

io.github.lazymac2x/ai-token-counter

In its own words, on Official MCP Registry:

Cloudflare Workers MCP server: ai-token-counter

How to run each

LatentGate As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio latent-gate -- uvx --with "mcp>=1.0,<2" --with "tiktoken>=0.7.0" latent-gate mcp

io.github.lazymac2x/ai-token-counter As a remote MCP server

Claude Code
claude mcp add --transport http ai-token-counter https://api.lazy-mac.com/ai-token-counter/mcp

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

Only io.github.lazymac2x/ai-token-counter 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: LatentGate · What it can do: io.github.lazymac2x/ai-token-counter · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from public marketplace files in GitHub repositories of their authors. 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