LLM-Agents-Papers
Active·★ 2.3k·Updated 2025-07-12
★ Trending
This repository provides a comprehensive list of papers focused on Large Language Model (LLM) based agents. It covers various aspects, including enhancement techniques, interaction methods, diverse applications, and underlying infrastructure for LLM agents.
LLM-Agents-Papers is currently grouped under Observability, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward Comprehensive survey of LLM agent papers and For academic researchers seeking comprehensive paper collections on LLM agents.. It also shows measurable community traction with 2.3k GitHub stars.
#LLM Agents#Paper List#AI Research#Natural Language Processing#Multi-Agent Systems#Web Browsing#Coding
01
Features
01Comprehensive survey of LLM agent papers
02Techniques for enhancing LLM agent capabilities
03Methods for agent interaction and collaboration
04Diverse applications of LLM agents in various fields
05Infrastructure and evaluation benchmarks for LLM agents
02
Why choose it
+Comprehensive survey of LLM agent papers
+For academic researchers seeking comprehensive paper collections on LLM agents.
+Covers 3 supported environments or platforms, which is helpful for broader deployment needs.
+The latest recorded update is 2025-07-12, which suggests the project is still actively maintained.
03
Trade-offs
!This page does not list a concrete install command, so you may need to verify setup steps in the official docs before adopting it.
!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.
04
Compatibility
Large Language Models (LLM)
Core Focus
Verified via docs
LLM-based Agents
Primary Subject
Verified via docs
Multi-Agent Systems
Key Aspect
Verified via docs
05
Use cases
↳For academic researchers seeking comprehensive paper collections on LLM agents.
↳As a learning resource for students and newcomers to the field of AI agents.
↳To guide practitioners in understanding and implementing advanced LLM agent techniques.
06
How it compares
≈LLM-Agents-Papers sits in the Observability category, so it makes more sense to evaluate it alongside tools like worldmonitor instead of in isolation.
≈If your main need is closer to "For academic researchers seeking comprehensive paper collections on LLM agents.", that use case is a better lens for comparison than broad feature checklists alone.
≈LLM-Agents-Papers's licensing and community traction are both easier to judge in category context.
07
Alternatives
worldmonitor★ 86.0k
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
GitHub MCP Server★ 32.8k
GitHub's official MCP Server. Allows AI agents to interact directly with your GitHub repositories (read files, search code, issues).
Context7★ 61.8k
MCP Server that provides up-to-date code documentation for LLMs and AI code editors.
n8n★ 203.9k
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Brave Search MCP★ 90.2k
Allow your AI Agent to search the real-time internet using Brave Search API. Essential for getting up-to-date information.
Microsoft AutoGen★ 60.9k
A framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.
Related searches
Comments
Log in to leave a comment
No comments yet. Be the first!