Lightweight Long-Term Memory for LLM Agents.
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.)
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.
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
An MCP server that lets LLM agents play Civilization VI.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

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.

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution
Durable, searchable memory of your past agent sessions.
A framework for discovering, compiling, and validating reusable skills for scientific agents.
OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards
🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.
The LLM Council works together to answer your hardest questions
Writing is thinking! WIT provides skills for scientific thinking and writing!
Learn AI and LLMs from scratch using free resources
A Python library for building AI agents that leverage the full power of Google Antigravity.
An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning
Autonomous AI backend for deep research AI applications.
MCP server for spatial transcriptomics analysis through natural language interfaces.
Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.
Run a task with AI as a flow of steps you keep, reuse, and refine, not a one-off chat.