Self Evolving Python Packages

openviking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

450K 40K 3K

langchain-openviking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

89K 40K 3K

chimera-agent

Open-source AI agent that reasons by blending many AI models, does real work on its own, and keeps learning — safe, self-hostable, and fully yours.

18K 26 2

memoryos

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

5K 12K 1K

agentica

One person, a team of agents. Multi-session CLI that collaborates across terminals; /goal keeps long tasks running; WeChat/WeCom/Feishu gateway lets you call them back when you walk away. Async Python SDK, persistent memory, self-evolving skills.

4K 354 48

acontext

Agent Skills as a Memory Layer

3K 4K 333

myco

The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.

1K 66 7

rutis-host

A plugin runtime for software that iterates on itself — the substrate where agents write, swap and hot-reload their own plugins in Rust, TypeScript, Python and Go, across processes and machines.

882 144 10

skilllite

A lightweight secure Self-evolution engine built in Rust, featuring a built-in native system-level sandbox, zero dependencies, and fully local execution.

824 170 16

rutis

A plugin runtime for software that iterates on itself — the substrate where agents write, swap and hot-reload their own plugins in Rust, TypeScript, Python and Go, across processes and machines.

782 144 10

ai-research-os

A Self-Evolving Research OS for AI Researchers

512 5 0

arise-ai

Your agent works great on the tasks you planned for. ARISE handles the ones you didn't.

368 7 0

rewardharness

Self-evolving agentic reward framework for image-editing evaluation — 47.4% on EditReward-Bench from only 100 preference demos, no reward-model training. arXiv 2605.08703.

363 75 9

evoagentx

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

357 3K 315

helix-agent-sdk

Self-healing infrastructure for AI agent payments. 90.3% auto-recovery.

237 818 5

forge-os-mcp

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

221 0 0

iflow-mcp-memoryos

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

218 12K 1K