REPOGEO REPORT · LITE
hyp1231/awesome-llm-powered-agent
Default branch main · commit c5a68187 · scanned 6/26/2026, 3:49:12 PM
GitHub: 2,248 stars · 226 forks
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.
3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 hyp1231/awesome-llm-powered-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
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition the README's opening to immediately declare it as an "awesome list"
Why:
CURRENTThanks to the impressive planning, reasoning, and tool-calling capabilities of Large Language Models (LLMs), people are actively studying and developing **LLM-powered agents.** These agents are possible to autonomously (and collaboratively) solve complex tasks, or simulate human interactions. Our goal with this project is to build an exhaustive collection of awesome resources relevant to LLM-powered agents encompassing papers, repositories, and more.
COPY-PASTE FIXThis is an **awesome list** of comprehensive resources for **LLM-powered agents**, encompassing papers, repositories, blogs, and more. Our goal is to build an exhaustive and regularly updated collection of these resources. Thanks to the impressive planning, reasoning, and tool-calling capabilities of Large Language Models (LLMs), people are actively studying and developing LLM-powered agents to autonomously (and collaboratively) solve complex tasks or simulate human interactions.
- mediumhomepage#2Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIXhttps://hyp1231.github.io/awesome-llm-powered-agent/
- lowtopics#3Add more specific resource-oriented topics
Why:
CURRENTawesome-list, chatgpt, embodied-agent, embodied-ai, foundation-model, foundation-models, generative-agents, generative-ai, generative-model, generative-models, gpt-4, large-language-model, large-language-models, llm, llm-powered-agents, llms
COPY-PASTE FIXawesome-list, chatgpt, embodied-agent, embodied-ai, foundation-model, foundation-models, generative-agents, generative-ai, generative-model, generative-models, gpt-4, large-language-model, large-language-models, llm, llm-powered-agents, llms, llm-agent-resources, llm-agent-papers, llm-agent-repositories
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.
- LangChain · recommended 1×
- LlamaIndex · recommended 1×
- AutoGPT · recommended 1×
- Haystack · recommended 1×
- AgentVerse · recommended 1×
- CATEGORY QUERYWhere can I find comprehensive resources for building autonomous LLM-powered agents?you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- AutoGPT
- Haystack
- AgentVerse
- CrewAI
- Transformers
AI recommended 7 alternatives but never named hyp1231/awesome-llm-powered-agent. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are the key papers and repositories on multi-agent cooperation and LLM reasoning?you: not recommendedAI recommended (in order):
- Stanford Generative Agents
- CAMEL
- MetaGPT
- Reflexion
- Tree of Thoughts
- Voyager
AI recommended 6 alternatives but never named hyp1231/awesome-llm-powered-agent. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
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 hyp1231/awesome-llm-powered-agent?passAI did not name hyp1231/awesome-llm-powered-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 hyp1231/awesome-llm-powered-agent in production, what risks or prerequisites should they evaluate first?passAI named hyp1231/awesome-llm-powered-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 hyp1231/awesome-llm-powered-agent solve, and who is the primary audience?passAI did not name hyp1231/awesome-llm-powered-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?
Embed your GEO score
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hyp1231/awesome-llm-powered-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