RRepoGEO

REPOGEO REPORT · LITE

MoonshotAI/kimi-cli

Default branch main · commit 33d7b4f8 · scanned 5/22/2026, 4:21:15 AM

GitHub: 8,671 stars · 1,050 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
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 MoonshotAI/kimi-cli, 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-agent, cli, code-generation, developer-tools, llm, coding-assistant, terminal-agent, software-development, vscode-extension, ide-integration
  • highreadme#2
    Reposition the README's opening sentence to be more explicit about its core function

    Why:

    CURRENT
    Kimi Code CLI is an AI agent that runs in the terminal, helping you complete software development tasks and terminal operations.
    COPY-PASTE FIX
    Kimi Code CLI is an AI coding assistant and development agent that runs in your terminal, designed to automate software development tasks and streamline terminal operations.
  • mediumabout#3
    Update the repository description for better clarity and keyword inclusion

    Why:

    CURRENT
    Kimi Code CLI is your next CLI agent.
    COPY-PASTE FIX
    Kimi Code CLI is an AI coding assistant and development agent for your terminal, automating software development tasks and integrating with IDEs like VS Code.

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 MoonshotAI/kimi-cli
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. Continue · recommended 1×
  3. smol-developer · recommended 1×
  4. GPT-Engineer · recommended 1×
  5. Aider · recommended 1×
  • CATEGORY QUERY
    What are the best AI agents for automating software development tasks directly from the terminal?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. smol-developer
    4. GPT-Engineer
    5. Aider
    6. OpenDevin

    AI recommended 6 alternatives but never named MoonshotAI/kimi-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI coding assistant that integrates with IDEs and autonomously executes development workflows.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. GitHub Copilot X
    3. JetBrains AI Assistant
    4. Codeium
    5. Tabnine
    6. Continue (continue-page/continue)

    AI recommended 6 alternatives but never named MoonshotAI/kimi-cli. 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 MoonshotAI/kimi-cli?
    pass
    AI named MoonshotAI/kimi-cli explicitly

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

  • If a team adopts MoonshotAI/kimi-cli in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MoonshotAI/kimi-cli 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 MoonshotAI/kimi-cli solve, and who is the primary audience?
    pass
    AI named MoonshotAI/kimi-cli explicitly

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

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MoonshotAI/kimi-cli — 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