RRepoGEO

REPOGEO REPORT · LITE

SilasMarvin/lsp-ai

Default branch main · commit 1e910a8c · scanned 5/14/2026, 12:26:28 AM

GitHub: 3,170 stars · 115 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 SilasMarvin/lsp-ai, 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
    Reposition the README's opening paragraph to clarify its unique role

    Why:

    CURRENT
    LSP-AI is an open source language server that serves as a backend for AI-powered functionality in your favorite code editors. It offers features like in-editor chatting with LLMs and code completions. Because it is a language server, it works with any editor that has LSP support.
    COPY-PASTE FIX
    LSP-AI is an open-source, editor-agnostic language server that acts as a powerful backend for integrating AI-powered functionality into *any* LSP-compatible code editor. It enables features like in-editor chatting with LLMs and advanced code completions, serving as a customizable, self-hostable alternative to proprietary AI coding assistants by bridging your editor with various AI models, including local ones via Ollama.
  • highabout#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://silasmarvin.dev (or your preferred project homepage)
  • mediumtopics#3
    Expand repository topics to include solution-oriented keywords

    Why:

    CURRENT
    ai, auto-completion, developer-tools, ide, language-client, llama, llamacpp, llm, lsp, mistral, openai, self-hosted
    COPY-PASTE FIX
    ai, auto-completion, developer-tools, ide, language-client, llama, llamacpp, llm, lsp, mistral, openai, self-hosted, coding-assistant, code-generation, editor-integration, open-source

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 SilasMarvin/lsp-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Tabnine · recommended 1×
  3. Codeium · recommended 1×
  4. Amazon CodeWhisperer · recommended 1×
  5. Jedi · recommended 1×
  • CATEGORY QUERY
    How can I integrate AI-powered coding assistance directly into my existing code editor?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Codeium
    4. Amazon CodeWhisperer
    5. Jedi
    6. IntelliCode
    7. Cursor

    AI recommended 7 alternatives but never named SilasMarvin/lsp-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools support self-hosting large language models for in-editor developer assistance?
    you: not recommended
    AI recommended (in order):
    1. Ollama
    2. LM Studio
    3. vLLM
    4. Hugging Face Transformers
    5. FastAPI
    6. Gradio
    7. NVIDIA Triton Inference Server
    8. LocalAI
    9. MLflow

    AI recommended 9 alternatives but never named SilasMarvin/lsp-ai. 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 SilasMarvin/lsp-ai?
    pass
    AI named SilasMarvin/lsp-ai explicitly

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

  • If a team adopts SilasMarvin/lsp-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SilasMarvin/lsp-ai 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 SilasMarvin/lsp-ai solve, and who is the primary audience?
    pass
    AI named SilasMarvin/lsp-ai 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
SilasMarvin/lsp-ai — RepoGEO report