RRepoGEO

REPOGEO REPORT · LITE

hAcKlyc/MyAgents

Default branch main · commit afef0fbf · scanned 6/11/2026, 4:42:39 PM

GitHub: 865 stars · 88 forks

AI VISIBILITY SCORE
33 /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
2 / 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 hAcKlyc/MyAgents, 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 emphasize 'desktop platform'

    Why:

    CURRENT
    MyAgents 是一款开源桌面端 AI Agent，同时具备「Claude Code」的强大 Agent 能力和灵活的 IM Bot 交互——二合一，一键安装零门槛。
    COPY-PASTE FIX
    MyAgents 是一款功能强大、优雅易用的**桌面端 AI Agent 平台**，它将「Claude Code」的强大 Agent 能力与灵活的 IM Bot 交互融为一体，提供一站式 Agent 工作台与任务中心，一键安装零门槛。
  • mediumreadme#2
    Add a 'Why MyAgents?' or 'Key Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    ## Why MyAgents? (核心优势)
Unlike generic AI agent frameworks or CLI tools, MyAgents is a **full-featured desktop application** designed for parallel workflows and comprehensive management.
- **True Desktop Experience:** Chrome-style multi-tab interface for independent, parallel Agent execution.
- **Multi-Runtime & Multi-Model Support:** Seamlessly switch between Claude Code CLI, OpenAI Codex CLI, and 10+ LLM providers (Anthropic, DeepSeek, etc.).
- **Integrated Skill & Tool System:** Build reusable skills and connect external tools via MCP protocol for infinite extensibility.
- **Agent + Channel Architecture:** Built-in Telegram/DingTalk adapters, with OpenClaw for more IM platforms.
- **Advanced Productivity Tools:** Includes a powerful scheduling system, embedded interactive terminal, embedded browser for AI-generated content, and local full-text search.
  • lowtopics#3
    Expand GitHub topics with more specific keywords

    Why:

    CURRENT
    ai, ai-agents, claude-code, code-agent, desktop, manus, skills
    COPY-PASTE FIX
    ai, ai-agents, claude-code, code-agent, desktop, manus, skills, tauri, multi-agent, agent-orchestration, local-ai, task-automation, gui-application

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 hAcKlyc/MyAgents
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGPT · recommended 2×
  2. LangChain · recommended 2×
  3. LlamaIndex · recommended 2×
  4. Open Interpreter · recommended 1×
  5. SuperAGI · recommended 1×
  • CATEGORY QUERY
    What are the best desktop AI agent platforms for managing multiple models and tasks?
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter
    2. AutoGPT
    3. SuperAGI
    4. LangChain
    5. LlamaIndex
    6. Ollama
    7. Jan

    AI recommended 7 alternatives but never named hAcKlyc/MyAgents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a customizable AI agent framework with skill management and external tool integration.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGPT
    5. CrewAI
    6. Microsoft Semantic Kernel

    AI recommended 6 alternatives but never named hAcKlyc/MyAgents. 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 hAcKlyc/MyAgents?
    pass
    AI did not name hAcKlyc/MyAgents — 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 hAcKlyc/MyAgents in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hAcKlyc/MyAgents 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 hAcKlyc/MyAgents solve, and who is the primary audience?
    pass
    AI named hAcKlyc/MyAgents explicitly

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

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hAcKlyc/MyAgents — 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