Ai Native Python Packages

metamessage

MetaMessage（mm）是一個結構化數據交換協議。自描述、自約束、自示例，實現了無損數據交換，是一種原生適配 AI + 人類 + 機器的下一代通用協議。

act-operator

Provides and manages the standards of the Act Template.

agent-discover-scanner

The industry-standard Agentic Identity & Inventory Scanner. Automatically inventory autonomous agents (LangChain, AutoGen, CrewAI, PydanticAI) using static analysis, network heuristics, and eBPF. Foundational tool for AIBOM compliance and AgentOps governance.

pyobfus

🛡️ Modern Python code obfuscator - Enterprise-grade protection at 50% lower cost than PyArmor

interviewsignal

AI-native interview platform — capture thought process, not puzzle performance

agentdiscover

The industry-standard Agentic Identity & Inventory Scanner. Automatically inventory autonomous agents (LangChain, AutoGen, CrewAI, PydanticAI) using static analysis, network heuristics, and eBPF. Foundational tool for AIBOM compliance and AgentOps governance.

gd-specflow

Agentic harness for large-scale AI code generation - by Grid Dynamics

appbuilder-sdk

appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用

tilo

Build AI-native SaaS agents with the ROAM Loop: Render, Observe, Act, Memorize.

awadb

AI Native database for embedding vectors

stemmata

Context engineering resolution tool for AI-native SDLCs

pyobfus-mcp

🛡️ Modern Python code obfuscator - Enterprise-grade protection at 50% lower cost than PyArmor

open-ontologies-lite

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

leji

Reference SDK and CLI for Leji, the open specification for the shared context layer of AI-native teams: validate, index, changelog, freshness, conformance, viewer, init, adopt, detect, start, ci, and agent.

aif-skillforge

SkillForge — quality layer for Agent Skills. Lint, sign, test your SKILL.md files.

jmcomic-ai

禁漫天堂 Agent Skills / AI 原生 JMComic 助手：通过 MCP 与 Skills 将 JMComic 注入你的 AI Agent. / AI-powered JMComic assistant for seamless integration with AI Agents via MCP & Skills.

zcm-collapse-model

Math-only implementation of the Zeta Collapse Model (ZCM). System architecture and database are patent-pending and not included.

vearch

Distributed vector search for AI-native applications

matrixone-python-sdk

AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.

alo-learning-os

Agentic Learning OS — a CLI/TUI learning workspace powered by LLMs, Markdown state, and safe Git sync.

pyvearch

Distributed vector search for AI-native applications

aify

aify is an AI-native application framework and runtime

upjack

Schema-driven entity management for AI-native applications

argus-ai-sdk

AI-native observability for production systems. Automatically understands your application from runtime data and logs. No dashboards. No manual configuration.