Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.
Deploy production-ready AI services in minutes. One YAML file for agents, RAG pipelines, and MCP servers — run anywhere. Inspired by docker-compose.
Rome is the agentic OS.
Express REST API and MCP Server Framework is a comprehensive development framework for building RESTful APIs and MCP servers with Express.js. It provides a complete template for creating production-ready APIs using Node.js, Express, Mongoose (MongoDB), and Sequelize (SQL databases).
Markdown that runs — one file, any agent.
Feedback widget with screenshots, annotations, and AI triage
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
Open-source customer money path for usage-based SaaS — authorize customer spend before paid work runs.
[ICML 2026] Meta Context Engineering via Agentic Skill Evolution
Semi-Structured Agentic Framework. Workflows build themselves as agents discover what needs to be done, not what you predicted upfront.
Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

Real time communication for agents. Wake on message, channels, DMs and actions. Useful for orchestrating agents.

Universal memory runtime for AI agents
SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.
Interactive documents from Markdown. Extends MD with forms, approvals, webhooks, and more — built for next gen apps
AI agents and Nix: parametrable skills/instructions and tools, packaged together in a reproducible and modular fashion
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Unofficial Go SDK for Claude Code CLI integration. See the Claude Agent SDK documentation for more information. This project has been renamed from claude-code-sdk-go.
The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skills are infrastructure, not prompts.
OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate real mobile apps through the GUI.
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.