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41 repos for llm-agents · Any agent · ResearchClear
LycheeMem/
LycheeMem

Lightweight Long-Term Memory for LLM Agents.

1.1k
OpenLAIR/
OpenSkill
OpenLAIR/OpenSkillFrameworks & SDKs

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)

88
dukesun99/
Corpus2Skill

Official Findings of EMNLP 2026 implementation of Corpus2Skill: compile a document corpus into a navigable skill hierarchy that LLM agents explore at query time, with document lookup instead of a serving-time vector-search service.

85

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

3.8k
lmwilki/
civ6-mcp

An MCP server that lets LLM agents play Civilization VI.

172
NPC-Worldwide/npcpyFrameworks & SDKs

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

1.5k
oneal2000/
SR-Agents

SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

103

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

1.5k

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

158
MemTensor/
skills-vote

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

301
huggingface/
funes

Durable, searchable memory of your past agent sessions.

361
ma-compbio-lab/
SkillFoundry

A framework for discovering, compiling, and validating reusable skills for scientific agents.

39
agentscope-ai/
OpenJudge
agentscope-ai/OpenJudgeFrameworks & SDKs

OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

826
yomorun/yomoFrameworks & SDKs

🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.

1.9k
amiable-dev/
llm-council

The LLM Council works together to answer your hardest questions

41
deltadbu/
WIT-skill

Writing is thinking! WIT provides skills for scientific thinking and writing!

35
jinzcdev/
markmap-mcp-server

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).

285
Gen-Verse/
Skill-Entropy-RL

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

38
cafferychen777/
ChatSpatial

MCP server for spatial transcriptomics analysis through natural language interfaces.

44
LLMQuant/
awesome-trading-agents

Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.

448
AIScientists-Dev/
Flowtrace

Run a task with AI as a flow of steps you keep, reuse, and refine, not a one-off chat.

486