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LatentGate MCP server

by KathanModh259·io.github.KathanModh259/latent-gate·v1.4.2·25 stars
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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 stars72 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 v0.1.10 · 2026-11-07 · same rubric, same numbers if you re-run it

no findings
  • Code scan28 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 17 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.RubricAppeal a findingJSON

How LatentGate compares

Against every graded Productivity MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 90% of 1,293 Productivity servers
Tools
3
the typical Productivity server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
25
more than 84% of 858 Productivity servers
Downloads a week
72
more than 41% of 488 Productivity servers with a package

What its tools let an agent do: 3 read

Release history: 2 versions in the registry since 2026-09-25, latest 2026-10-08, typically one every 13 days.

Install LatentGate in Claude Code, Cursor or VS Code

claude mcp add latent-gate -- uvx latent-gate
Add to Cursor

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.

Use in Claude | Quick Start | Python API | REST API | Monitoring | Load Testing | Deployment | AI Tools | Benchmarks | Contributing

<!-- mcp-name: io.github.KathanModh259/latent-gate -->

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.

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, Cursor, VS Code or Claude Desktop 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 25 days ago (2026-10-21). The latest release is v1.4.2.
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 Context7 MCP server.
How does LatentGate compare with other Productivity MCP servers?
safety score 92/100 (higher than 90% of 1,293 Productivity servers); tools 3 (the typical Productivity server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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