REPOGEO REPORT · LITE

Zen4-bit/Proxima

Default branch main · commit 3adbe846 · scanned 5/30/2026, 1:32:26 AM

GitHub: 1,022 stars · 137 forks

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Zen4-bit/Proxima, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

hightopics#1

Add relevant topics to the repository

Why:

COPY-PASTE FIX

ai-integration, llm-server, multi-ai, chatgpt, claude, gemini, perplexity, coding-tools, local-server, no-api-key, development-workflow

highreadme#2

Add an explicit 'What is Proxima?' section to clarify its core purpose

Why:

COPY-PASTE FIX

<div align="center">

# Proxima

**4 AI providers. 1 local server. No API keys.**

Use ChatGPT, Claude, Gemini & Perplexity directly inside your coding tools — through your existing accounts.

<br>

## What is Proxima?

Proxima is a Multi-AI Control Plane (MCP) server designed to seamlessly integrate popular AI models like ChatGPT, Claude, Gemini, and Perplexity into your existing coding tools and development workflow. It acts as a local gateway, allowing you to leverage your existing AI accounts without needing separate API keys or complex integrations. Proxima's core focus is on providing a unified interface for AI access, and it is *not* an LLM quantization library or hardware-specific optimization tool.

<br>

[](https://github.com/Zen4-bit/Proxima/releases)
[](https://github.com/Zen4-bit/Proxima#Install)

[](LICENSE)
[](https://www.proximamcp.in)
[](https://github.com/Zen4-bit/Proxima/stargazers)
[](https://github.com/sponsors/Zen4-bit)

<br>

[Getting Started](#getting-started) · [CLI](#cli-tool) · [REST API](#rest-api) · [WebSocket](#websocket) · [SDKs](#sdks) · [MCP Tools](#mcp-tools)

</div>

mediumlicense#3

Clarify the existing license in the README

Why:

COPY-PASTE FIX

## License
This project uses a custom license. Please refer to the [LICENSE](LICENSE) file for full details on usage and distribution terms.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface Zen4-bit/Proxima

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

ChatGPT

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

ChatGPT · recommended 1×
lencx/chatgpt · recommended 1×
ChatGPT for Google · recommended 1×
WebChatGPT · recommended 1×
CodeGPT · recommended 1×

CATEGORY QUERY
How to use ChatGPT, Claude, Gemini, Perplexity in coding tools without API keys?
you: not recommended
AI recommended (in order):
1. ChatGPT
2. ChatGPT Desktop App (lencx/chatgpt)
3. ChatGPT for Google
4. WebChatGPT
5. CodeGPT
6. Genie AI
7. Claude
8. Poe by Quora
9. Gemini
10. Duet AI
11. Perplexity AI
12. Perplexity Browser Extension
AI recommended 12 alternatives but never named Zen4-bit/Proxima. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a local server to integrate popular AI models into my development workflow.
you: not recommended
AI recommended (in order):
1. Ollama
2. LM Studio
3. LocalAI
4. Jan
5. Text Generation WebUI (oobabooga/text-generation-webui)
6. Llama.cpp
AI recommended 6 alternatives but never named Zen4-bit/Proxima. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of Zen4-bit/Proxima?
pass
AI named Zen4-bit/Proxima explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Zen4-bit/Proxima in production, what risks or prerequisites should they evaluate first?
pass
AI named Zen4-bit/Proxima explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo Zen4-bit/Proxima solve, and who is the primary audience?
pass
AI named Zen4-bit/Proxima explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of Zen4-bit/Proxima. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Zen4-bit/Proxima.svg)](https://repogeo.com/en/r/Zen4-bit/Proxima)

HTML

<a href="https://repogeo.com/en/r/Zen4-bit/Proxima"><img src="https://repogeo.com/badge/Zen4-bit/Proxima.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

Zen4-bit/Proxima — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite