REPOGEO REPORT · LITE

1rgs/claude-code-proxy

Default branch main · commit dd4a29af · scanned 6/18/2026, 5:38:03 AM

GitHub: 3,640 stars · 473 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

30 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 0 warn · 1 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 1rgs/claude-code-proxy, 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

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

OVERALL DIRECTION

highlicense#1

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

Create a LICENSE file (e.g., MIT, Apache-2.0, or GPL-3.0) in the repository root. For example, for MIT: 'MIT License\n\nCopyright (c) [YEAR] [COPYRIGHT HOLDER]\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the "Software"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.'

mediumabout#2

Update the repository's 'About' description

Why:

CURRENT

Run Claude Code on OpenAI models

COPY-PASTE FIX

A proxy server to use Anthropic clients (like Claude Code) with Gemini, OpenAI, or direct Anthropic backends, unifying access via LiteLLM.

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 1rgs/claude-code-proxy

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LangChain

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LangChain · recommended 2×
LiteLLM · recommended 2×
LlamaIndex · recommended 1×
Instructor · recommended 1×
OpenAI Python Client · recommended 1×

CATEGORY QUERY
How to adapt an application expecting one LLM provider's API to work with another's?
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. LiteLLM
4. Instructor
5. OpenAI Python Client
AI recommended 5 alternatives but never named 1rgs/claude-code-proxy. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a proxy to unify access across various large language model APIs and clients.
you: not recommended
AI recommended (in order):
1. LiteLLM
2. OpenRouter
3. Portkey.ai
4. Helicone.ai
5. BlindAI
6. LangChain
7. Nginx
8. Kong
9. Tyk
AI recommended 9 alternatives but never named 1rgs/claude-code-proxy. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
fail
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 1rgs/claude-code-proxy?
pass
AI named 1rgs/claude-code-proxy explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts 1rgs/claude-code-proxy in production, what risks or prerequisites should they evaluate first?
pass
AI named 1rgs/claude-code-proxy 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 1rgs/claude-code-proxy solve, and who is the primary audience?
pass
AI named 1rgs/claude-code-proxy explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)

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1rgs/claude-code-proxy — 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