REPOGEO REPORT · LITE

SilasMarvin/lsp-ai

Default branch main · commit 1e910a8c · scanned 6/24/2026, 11:32:11 AM

GitHub: 3,186 stars · 114 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)

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

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

Add a 'Why LSP-AI?' section to the README to highlight differentiators

Why:

COPY-PASTE FIX

# Why LSP-AI?

LSP-AI stands out from other AI coding assistants by focusing on:

- **Open Source & Self-Hostable:** Unlike many commercial alternatives, LSP-AI is fully open source, giving you complete control over your data and models. You can run it locally with models like Llama.cpp and Mistral, ensuring privacy and customization.
- **LSP-Centric Integration:** As a Language Server Protocol (LSP) backend, LSP-AI integrates seamlessly with *any* LSP-compatible editor (VS Code, NeoVim, Emacs, Helix, Sublime, etc.), not just specific IDEs or plugins.
- **Empowering Developers:** Designed to assist and augment, not replace, software engineers, providing in-editor chat and code completions without taking over your workflow.

highreadme#2

Rephrase the 'NOTE' in the README to emphasize stability and completeness

Why:

CURRENT

NOTE: This project is currently used daily by many users and has reached a stage where it has all the features I want for it. Development is not necessarily done, but no new features are currently being developed for it.

COPY-PASTE FIX

NOTE: LSP-AI is a mature and stable project, actively used daily by many users. It has reached a feature-complete stage, providing all the intended functionality. While new features are not actively being developed, maintenance and bug fixes continue.

mediumhomepage#3
Add a homepage URL to the repository's 'About' section
Why:
COPY-PASTE FIX
```
https://silasmarvin.dev
```

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

Of all named tools, what % are you?

Top rival

GitHub Copilot

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

GitHub Copilot · recommended 1×
Tabnine · recommended 1×
Codeium · recommended 1×
JetBrains AI Assistant · recommended 1×
Amazon CodeWhisperer · recommended 1×

CATEGORY QUERY
How can I integrate AI-powered code completion and in-editor chat into my IDE?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. Tabnine
3. Codeium
4. JetBrains AI Assistant
5. Amazon CodeWhisperer
6. Cursor
AI recommended 6 alternatives but never named SilasMarvin/lsp-ai. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an open-source language server for local LLM code assistance and developer tools.
you: not recommended
AI recommended (in order):
1. Tabby (TabbyML/tabby)
2. Continue (Continue-team/continue)
3. Code Llama
4. Ollama (ollama/ollama)
5. LM Studio
6. LocalAI (mudler/LocalAI)
7. FauxPilot (fauxpilot/fauxpilot)
AI recommended 7 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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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/SilasMarvin/lsp-ai.svg)](https://repogeo.com/en/r/SilasMarvin/lsp-ai)

HTML

<a href="https://repogeo.com/en/r/SilasMarvin/lsp-ai"><img src="https://repogeo.com/badge/SilasMarvin/lsp-ai.svg" alt="RepoGEO" /></a>

Pro

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SilasMarvin/lsp-ai — 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