RRepoGEO

REPOGEO REPORT · LITE

SamurAIGPT/awesome-hermes-agent

Default branch main · commit 1941f206 · scanned 6/7/2026, 2:37:19 AM

GitHub: 1,671 stars · 315 forks

AI VISIBILITY SCORE
28 /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
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 SamurAIGPT/awesome-hermes-agent, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • mediumreadme#1
    Add a section to the README clarifying the list's role relative to agent frameworks

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps titled 'How This List Helps You Build Hermes Agents,' explaining that while this is not a framework itself, it curates essential resources for those using or developing with the Nous Research Hermes Agent.
  • lowhomepage#2
    Add a homepage URL to the repo's About section

    Why:

    COPY-PASTE FIX
    https://github.com/NousResearch/hermes-agent

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 SamurAIGPT/awesome-hermes-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. AutoGen · recommended 1×
  4. Haystack · recommended 1×
  5. OpenAI Assistants API · recommended 1×
  • CATEGORY QUERY
    How to find an open-source framework for building self-evolving AI agents with dynamic skill management?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGen
    4. Haystack
    5. OpenAI Assistants API
    6. AgentVerse

    AI recommended 6 alternatives but never named SamurAIGPT/awesome-hermes-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a deployable agent solution for chatbots that integrates with many messaging platforms.
    you: not recommended
    AI recommended (in order):
    1. Google Dialogflow
    2. Microsoft Bot Framework / Azure Bot Service
    3. Rasa
    4. Cognigy.AI
    5. Kore.ai
    6. Botpress

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

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

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SamurAIGPT/awesome-hermes-agent — 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