multi-agent — open-source software health

PyPI · npm

100Exceptionalhealth index

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python★ 26.5KSep 16, 2026

Apache-2.0Sep 16, 2026 · metrics 2.10.0

PyPI · crates.io · npm

99Exceptionalhealth index

IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Python★ 4,477Sep 16, 2026

Apache-2.0Sep 16, 2026 · metrics 2.10.0

PyPI

99Exceptionalhealth index

ag2ai/ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

Python · MDX★ 4,891↓ 494.4K/moAug 28, 2026

Apache-2.0Aug 28, 2026 · metrics 2.10.0

PyPI · crates.io · npm

99Exceptionalhealth index

awslabs/cli-agent-orchestrator

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

Python★ 1,455↓ 1,125/moOct 20, 2026

Apache-2.0Oct 20, 2026 · metrics 2.10.0

PyPI

99Exceptionalhealth index

google/adk-python

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Python★ 21.6K↓ 18.7M/moSep 16, 2026

Apache-2.0Sep 16, 2026 · metrics 2.10.0

PyPI

99Exceptionalhealth index

microsoft/agent-framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Python · C#★ 13.2K↓ 1.5M/moAug 27, 2026

MITAug 27, 2026 · metrics 2.10.0

PyPI · npm

98Exceptionalhealth index

ModelEngine-Group/nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

Python · TypeScript★ 5,839Aug 28, 2026

MITAug 28, 2026 · metrics 2.10.0

npm · PyPI

98Exceptionalhealth index

bytedance/deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Python · TypeScript★ 82.5KSep 16, 2026

MITSep 16, 2026 · metrics 2.10.0

Maven

97Exceptionalhealth index

alibaba/spring-ai-alibaba

Agentic AI Framework for Java Developers

Java · TypeScript★ 10.7KAug 28, 2026

Apache-2.0Aug 28, 2026 · metrics 2.10.0

PyPI

97Exceptionalhealth index

mesa/mesa

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

Python★ 3,839↓ 53.6K/moSep 13, 2026

Apache-2.0Sep 13, 2026 · metrics 2.10.0

PyPI

96Exceptionalhealth index

agentscope-ai/agentscope

Build and run agents you can see, understand and trust.

Python★ 33.6K↓ 196.5K/moOct 20, 2026

Apache-2.0Oct 20, 2026 · metrics 2.10.0

npm

96Exceptionalhealth index

google/adk-js

An open-source, code-first Typescript toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

TypeScript★ 1,398↓ 693.4K/moSep 14, 2026

Apache-2.0Sep 14, 2026 · metrics 2.10.0

PyPI

94Exceptionalhealth index

AgileRL/AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.

Python★ 951Sep 11, 2026

Apache-2.0Sep 11, 2026 · metrics 2.10.0

PyPI · npm

94Exceptionalhealth index

HKUDS/Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

Python★ 33.6K↓ 31.3K/moSep 16, 2026

MITSep 16, 2026 · metrics 2.10.0

npm · crates.io

94Exceptionalhealth index

Hmbown/Codewhale

Open-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome.

Rust★ 41K↓ 26.2K/moSep 16, 2026

MITSep 16, 2026 · metrics 2.10.0

npm · Go

94Exceptionalhealth index

Untrivial-ai/agent-orchestrator

Agent IDE that enables you to manage fleets of coding agents. It comes with an agentic orchestrator that plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.

Go · TypeScript★ 10.1KAug 28, 2026

Apache-2.0Aug 28, 2026 · metrics 2.10.0

PyPI · npm

94Exceptionalhealth index

doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python · HTML · JavaScript★ 2,016↓ 8,649/moOct 15, 2026

Apache-2.0Oct 15, 2026 · metrics 2.10.0

PyPI

94Exceptionalhealth index

monocle2ai/monocle

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

Python★ 337↓ 50.8K/moAug 28, 2026

Apache-2.0Aug 28, 2026 · metrics 2.10.0

PyPI · npm

94Exceptionalhealth index

omnigent-ai/omnigent

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

Python · TypeScript★ 10KSep 16, 2026

Apache-2.0Sep 16, 2026 · metrics 2.10.0

PyPI

94Exceptionalhealth index

vstorm-co/pydantic-deepagents

Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, unlimited context - on Pydantic AI, any model.

Python★ 1,062↓ 141.9K/moSep 15, 2026

MITSep 15, 2026 · metrics 2.10.0

PyPI

93Exceptionalhealth index

Lumiwealth/lumibot

Backtestable AI trading agents and Python algorithmic trading strategies for stocks, options, crypto, futures, forex, SEC filings, FRED macro data, and real brokers.

Python★ 2,051↓ 152.5K/moSep 10, 2026

GPL-3.0Sep 10, 2026 · metrics 2.10.0

npm · PyPI

93Exceptionalhealth index

Yeachan-Heo/oh-my-claudecode

Teams-first Multi-agent orchestration for Claude Code

TypeScript · JavaScript★ 39.2K↓ 21K/moSep 16, 2026

MITSep 16, 2026 · metrics 2.10.0

PyPI

93Exceptionalhealth index

cognizant-ai-lab/neuro-san

Neuro AI System of Agent Networks

Python★ 152↓ 6,660/moSep 8, 2026

Apache-2.0Sep 8, 2026 · metrics 2.10.0

PyPI · npm

93Exceptionalhealth index

sipyourdrink-ltd/bernstein

The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

Python★ 1,178Sep 14, 2026

Apache-2.0Sep 14, 2026 · metrics 2.10.0

93Exceptionalhealth index

trpc-group/trpc-agent-go

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

Go★ 1,781Sep 11, 2026

Apache-2.0Sep 11, 2026 · metrics 2.10.0

npm · PyPI · crates.io

91Excellenthealth index

MemoriLabs/Memori

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.

Python · TypeScript · Rust★ 16.8K↓ 250/moSep 17, 2026

Custom licenseSep 17, 2026 · metrics 2.10.0

npm

91Excellenthealth index