RRepoGEO

REPOGEO REPORT · LITE

lmstudio-ai/lmstudio-js

Default branch main · commit 5b959d6e · scanned 5/29/2026, 9:53:38 AM

GitHub: 1,658 stars · 261 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 lmstudio-ai/lmstudio-js, 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
  • highreadme#1
    Strengthen README's opening statement to highlight agent/tool capabilities

    Why:

    CURRENT
    `lmstudio-js` is LM Studio's official JavaScript client SDK, written in TypeScript.
    COPY-PASTE FIX
    `lmstudio-js` is LM Studio's official JavaScript/TypeScript SDK for building local LLM applications, including autonomous agents and custom tools.
  • mediumtopics#2
    Expand topics to include local LLM, agents, and tools

    Why:

    CURRENT
    llm, lm-studio, lmstudio, nodejs, typescript
    COPY-PASTE FIX
    llm, lm-studio, lmstudio, nodejs, typescript, local-llm, llm-agents, ai-tools, llm-inference
  • mediumabout#3
    Update repository description to reflect agent and tool building

    Why:

    CURRENT
    LM Studio TypeScript SDK
    COPY-PASTE FIX
    Official TypeScript SDK for LM Studio, enabling local LLM integration, autonomous agents, and custom tool creation.

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 lmstudio-ai/lmstudio-js
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchainjs
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchainjs · recommended 1×
  2. ollama/ollama · recommended 1×
  3. ggerganov/llama.cpp · recommended 1×
  4. xenova/transformers.js · recommended 1×
  5. pallets/flask · recommended 1×
  • CATEGORY QUERY
    How to integrate and interact with local large language models using TypeScript?
    you: not recommended
    AI recommended (in order):
    1. LangChain.js (langchain-ai/langchainjs)
    2. Ollama (ollama/ollama)
    3. Llama.cpp (ggerganov/llama.cpp)
    4. Transformers.js (xenova/transformers.js)
    5. Flask (pallets/flask)
    6. FastAPI (tiangolo/fastapi)
    7. PyTorch (pytorch/pytorch)
    8. TensorFlow (tensorflow/tensorflow)
    9. JAX (google/jax)

    AI recommended 9 alternatives but never named lmstudio-ai/lmstudio-js. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best JavaScript SDKs for building local LLM agents and tools?
    you: not recommended
    AI recommended (in order):
    1. LangChain.js
    2. LlamaIndex.TS
    3. Transformers.js
    4. Ollama.js
    5. MLC LLM
    6. TensorFlow.js

    AI recommended 6 alternatives but never named lmstudio-ai/lmstudio-js. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 lmstudio-ai/lmstudio-js?
    pass
    AI named lmstudio-ai/lmstudio-js explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts lmstudio-ai/lmstudio-js in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lmstudio-ai/lmstudio-js 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 lmstudio-ai/lmstudio-js solve, and who is the primary audience?
    pass
    AI named lmstudio-ai/lmstudio-js 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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lmstudio-ai/lmstudio-js — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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