LatentGate MCP server

by KathanModh259·io.github.KathanModh259/latent-gate·v1.3.1

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

A92/100grade A

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Safety scan

A92/100

full report

Adoption

Growing

25 stars2 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

LatentGate tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

compress_documents
Compress retrieved RAG documents into key facts.
count_tokens
Count tokens in text (tiktoken o200k_base when installed, else an estimate).
get_stats
Get cumulative token savings statistics.

Public scan report

scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it

no findings

Code scan27 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 0 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

What the publisher says

From the LatentGate repository's README, as published. We do not edit it. Read it on GitHub

LatentGate

Process Locally. Send Smart. Pay Less.

A VL-JEPA-inspired pipeline that compresses images, text, conversations, and RAG documents locally via Ollama, then sends only compact payloads to any LLM API — every saving measured with a real tokenizer and checked for lost facts.

The Problem

Every time you send an image or long prompt to GPT-4o / Claude / Gemini, you burn 1,000+ tokens on processing that could happen locally for free.

Traditional:  Image -> Cloud LLM (1,200 tokens) -> Answer
LatentGate:   Image -> Local Ollama (FREE) -> Cloud LLM (200 tokens) -> Answer

Features

Use it in Claude

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Install directly

claude mcp add latent-gate -- uvx latent-gate

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LatentGate: common questions

Is LatentGate MCP server safe?: Yes, by our scan: it is graded A (92/100). Read the LatentGate safety report
How do I install LatentGate?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does LatentGate need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is LatentGate maintained?: The last commit was 2 days ago (2026-09-25). The latest release is v1.3.1.
What can I use instead of LatentGate?: Servers from other publishers that do the same job: Tidewave Phoenix MCP server, AI Context MCP server and Twitterapi Io MCP server. Compare all LatentGate alternatives.

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