[KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
GitHub repository with 42 stars and 6 forks.
Language: Python
Topics: agent-memory, graphrag, multi-agent, rag, graph-construction, ontology, ontology-construction
2026-06-05: 42 stars and 6 forks.
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
GitHub repository with 15,184 stars and 2,544 forks.
Trending score: 1.16; stars gained: +11; forks gained: +6.
Language: Python
Topics: agent, ai, long-short-term-memory, memory, python, rag
Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。
GitHub repository with 952 stars and 86 forks.
Trending score: 1.10; stars gained: +11; forks gained: +0.
Language: Python
Topics: agent-memory, ai-memory, continual-learning, llm-memory, long-term-memory, memory-systems
A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.
GitHub repository with 155 stars and 16 forks.
Trending score: 1.05; stars gained: +11; forks gained: +1.
Language: Python
Topics: agent-memory, ai, ai-agents, ai-memory, anthropic, claude
Memory that AI Agents Love!
GitHub repository with 355 stars and 190 forks.
Trending score: 1.01; stars gained: +10; forks gained: +4.
Language: Python
Topics: ai-agents, memory, moorcheh, memanto, agent-memory, crewai
Brigade CLI: AI agent memory, handoffs, and local guardrails for Codex, Claude Code, OpenCode, Hermes, and OpenClaw.
GitHub repository with 15 stars and 2 forks.
Trending score: 0.93; stars gained: +7; forks gained: +0.
Language: Python
Topics: agent-handoffs, agent-memory, agent-workflows, agents-md, ai-agents, ai-memory
Local-first RAG and agent skills framework for source-traceable agent memory.
GitHub repository with 19 stars and 2 forks.
Trending score: 0.48; stars gained: +2; forks gained: +0.
Language: Python
Topics: agent-memory, agent-skills, agentic-ai, agentic-rag, ai-agents, ai-workflows
The agent that grows with you
GitHub repository with 181,384 stars and 31,127 forks.
Trending score: 5.95; stars gained: +1,867; forks gained: +361.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
GitHub repository with 12,942 stars and 833 forks.
Trending score: 5.69; stars gained: +2,829; forks gained: +175.
Language: Python
Topics: agent, ai, anthropic, claude-code, compression, context-engineering
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GitHub repository with 27,327 stars and 2,249 forks.
Trending score: 5.52; stars gained: +1,079; forks gained: +89.
Language: Python
Topics: academic-pipeline, academic-writing, ai-research, claude, claude-code, literature-review
GitHub repository with 30,002 stars and 4,224 forks.
Trending score: 4.88; stars gained: +688; forks gained: +114.
Language: Python
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
GitHub repository with 4,221 stars and 528 forks.
Trending score: 4.88; stars gained: +476; forks gained: +68.
Language: Python
An opinionated list of Python frameworks, libraries, tools, and resources
GitHub repository with 301,341 stars and 28,044 forks.
Trending score: 4.60; stars gained: +518; forks gained: +24.
Language: Python
Topics: awesome, python, collections, python-frameworks, python-libraries, python-tools
Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
GitHub repository with 25,557 stars and 2,238 forks.
Trending score: 2.81; stars gained: +921; forks gained: +55.
Language: TypeScript
Topics: agent-memory, ai-memory, cloudflare-kv, cloudflare-pages, cloudflare-workers, drizzle-orm
Dolt – Git for Data
GitHub repository with 23,084 stars and 785 forks.
Trending score: 2.36; stars gained: +15; forks gained: +1.
Language: Go
Topics: database, data-version-control, data-versioning, sql, git, git-for-data
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
GitHub repository with 40,129 stars and 6,196 forks.
Trending score: 2.23; stars gained: +4; forks gained: +4.
Language: Go
Topics: agent, agent-context, agent-memory, agentic, ai, cloud-native
The agent-native OS for companies.
GitHub repository with 162 stars and 9 forks.
Trending score: 1.34; stars gained: +17; forks gained: +0.
Language: TypeScript
Topics: agent, agent-memory, agent-orchestration, agent-os, agent-runtime, future-of-work
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
GitHub repository with 15,184 stars and 2,544 forks.
Trending score: 1.16; stars gained: +11; forks gained: +6.
Language: Python
Topics: agent, ai, long-short-term-memory, memory, python, rag
Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。
GitHub repository with 952 stars and 86 forks.
Trending score: 1.10; stars gained: +11; forks gained: +0.
Language: Python
Topics: agent-memory, ai-memory, continual-learning, llm-memory, long-term-memory, memory-systems