SERVER

LatentGate

Rank #4,141

io.github.KathanModh259/latent-gate

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

4 versions
25 GitHub stars
by KathanModh259 (1 servers)View repository ↗
First listed
Sep 25, 2026
Last publish date
Oct 8, 2026
PURPOSE

What you can do with LatentGate

LatentGate is a Model Context Protocol (MCP) server published by KathanModh259. It ranks #4,141 of 162,973 active servers on MCP Toplist, and its repository has 25 GitHub stars. LatentGate is listed across 2 registries — Official MCP and Glama, with 4 tracked versions. It was first listed on Sep 25, 2026 and most recently updated on Oct 8, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What LatentGate can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using LatentGate

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect LatentGate and confirm it works

Python package (PyPI)
claude mcp add latent-gate -- uvx --with "mcp>=1.0,<2" --with "tiktoken>=0.7.0" latent-gate mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Sep 25, 2026
Latest version published
Oct 8, 2026
Version history
4 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 29, 2026
Registry sightings

Do you maintain LatentGate? to correct or enrich this profile.

VERSIONS

Available versions (4)

1.3.1 · Sep 25, 20261.4.0 · Oct 8, 20261.4.1 · Oct 8, 20261.4.2 · Oct 8, 2026Sep 25, 2026Oct 8, 2026
VersionPublished
1.4.2Oct 8, 2026
1.4.1Oct 8, 2026
1.4.0Oct 8, 2026
1.3.1Sep 25, 2026
STANDING
#4,141of 162,973 active serversTop 5%

Ranks ahead of 158,832 of 162,973 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 5% of 162,973
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.KathanModh259%2Flatent-gate.svg)](https://mcptoplist.com/server/io.github.KathanModh259%2Flatent-gate)
HTML
<a href="https://mcptoplist.com/server/io.github.KathanModh259%2Flatent-gate"><img src="https://mcptoplist.com/badge/io.github.KathanModh259%2Flatent-gate.svg" alt="MCP Toplist: Top 5% of 162,973" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains LatentGate?
LatentGate is maintained by KathanModh259, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
Is LatentGate listed on the Official MCP Registry?
Yes — LatentGate is listed on the Official MCP Registry, alongside Glama.
How many versions does LatentGate have?
MCP Toplist tracks 4 versions of LatentGate, most recently published on Oct 8, 2026.
Where can I find the source code for LatentGate?
The source code for LatentGate is hosted at github.com/KathanModh259/latent-gate.
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