RRepoGEO

REPOGEO REPORT · LITE

vijaythecoder/awesome-claude-agents

Default branch main · commit 2050f3c6 · scanned 5/18/2026, 9:01:45 PM

GitHub: 4,262 stars · 517 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
22 /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
1 / 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 vijaythecoder/awesome-claude-agents, 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
    Update README H1 to reflect it's an agent orchestration system

    Why:

    CURRENT
    # Awesome Claude Agents - AI Development Team 🚀
    COPY-PASTE FIX
    # Claude Agent Orchestration System - AI Development Team 🚀
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    claude, ai-agents, agent-orchestration, llm-agents, software-development, anthropic
  • mediumcomparison#3
    Add a brief comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., "## How is this different from LangChain or AutoGen?
This Claude Agent Orchestration System is specifically designed and optimized for Anthropic's Claude Code CLI, leveraging its unique capabilities for multi-agent software development workflows, rather than being a general-purpose LLM orchestration framework."

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 vijaythecoder/awesome-claude-agents
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. AutoGen · recommended 1×
  4. CrewAI · recommended 1×
  5. Open Interpreter · recommended 1×
  • CATEGORY QUERY
    How to orchestrate multiple AI agents for collaborative software development tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGen
    3. CrewAI
    4. Open Interpreter
    5. Haystack
    6. LlamaIndex

    AI recommended 6 alternatives but never named vijaythecoder/awesome-claude-agents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable AI agents to build features and debug code across diverse tech stacks?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. GitHub Copilot X
    3. Copilot Chat
    4. Copilot for Pull Requests
    5. OpenAI API
    6. GPT-4
    7. GPT-3.5 Turbo
    8. LangChain
    9. LlamaIndex
    10. CodeGPT
    11. Tabnine
    12. Pylance
    13. Jedi
    14. ESLint
    15. DeepMind AlphaCode
    16. Google Gemini

    AI recommended 16 alternatives but never named vijaythecoder/awesome-claude-agents. 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 vijaythecoder/awesome-claude-agents?
    pass
    AI did not name vijaythecoder/awesome-claude-agents — likely talking about a different project

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

  • If a team adopts vijaythecoder/awesome-claude-agents in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vijaythecoder/awesome-claude-agents 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 vijaythecoder/awesome-claude-agents solve, and who is the primary audience?
    pass
    AI did not name vijaythecoder/awesome-claude-agents — likely talking about a different project

    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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vijaythecoder/awesome-claude-agents — 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