AI Agent Vertical

AI Multi-Agent Frameworks & Swarms Directory (2026)

Orchestration SDKs and runtime environments for building collaborative multi-agent architectures. Compare source-linked platforms, published capabilities, model providers, and available pricing sources.

How to compare AI orchestration frameworks

An AI orchestration framework coordinates the steps and state of an agent workflow. A finished agent product is a different purchase: it packages a particular task for an end user. Decide whether you need infrastructure to build a workflow or an application to use.

Questions for your shortlist
Compare	What to ask
Workflow control	Can you combine fixed steps with model decisions, and inspect the state between steps?
Recovery	Check how the system saves progress, resumes after a failure and avoids repeating external actions.
Human approval	Identify which actions require review and whether a person can inspect or change the pending state.
Operating cost	Separate framework licensing, hosting, model usage, tracing and support when comparing quotes.

LangGraph documents persistent workflow state, human review and a mix of fixed and model-driven steps. Use those capabilities as questions when evaluating the frameworks below. Read the official LangGraph overview.

Compare two directory listings · How we handle sources and unknown fields

Showing 49–62 of 62 listings

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Only source-confirmed values are shown. Missing evidence means unknown. Scroll the table sideways on small screens.

14 listings on this page
Profile	Model provider	Self-hosting
Paper2Poster	Not source-confirmed	Not source-confirmed
pentagi	Not source-confirmed	Not source-confirmed
RAGEN	Not source-confirmed	Not source-confirmed
Shannon	Not source-confirmed	Not source-confirmed
ShortGPT	Not source-confirmed	Not source-confirmed
solace agent mesh	Not source-confirmed	Not source-confirmed
sprix sage router	Not source-confirmed	Not source-confirmed
trigger.dev	Not source-confirmed	Not source-confirmed
txtai	Not source-confirmed	Not source-confirmed
uAgents	Not source-confirmed	Not source-confirmed
Upsonic	Not source-confirmed	Not source-confirmed
VideoAgent	Not source-confirmed	Not source-confirmed
WorldX	Not source-confirmed	Not source-confirmed
xiaobei	Not source-confirmed	Not source-confirmed

Multi-Agent Frameworks & Swarms Listings (62)

Source linked

Paper2Poster

Source-code repository

[NeurIPS 2025] Open-source Multi-agent Poster Generation from Papers

Multi-Agent Frameworks & Swarms

Source linked

pentagi

Source-code repository

Fully autonomous AI Agents system capable of performing complex penetration testing tasks

Multi-Agent Frameworks & Swarms

Source linked

RAGEN

Source-code repository

Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics

Multi-Agent Frameworks & Swarms

Source linked

Shannon

Source-code repository

A production-oriented multi-agent orchestration framework.

Multi-Agent Frameworks & Swarms

Source linked

ShortGPT

Source-code repository

🚀🎬 ShortGPT - Experimental AI framework for youtube shorts / tiktok channel automation

Multi-Agent Frameworks & Swarms

Source linked

solace agent mesh

Source-code repository

An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

Multi-Agent Frameworks & Swarms

Source linked

sprix sage router

Source-code repository

Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.

Multi-Agent Frameworks & Swarms

Source linked

trigger.dev

Source-code repository

Trigger.dev – build and deploy fully‑managed AI agents and workflows

Multi-Agent Frameworks & Swarms

Source linked

txtai

Source-code repository

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Multi-Agent Frameworks & Swarms

Source linked

uAgents

Source-code repository

A fast and lightweight framework for creating decentralized agents with ease.

Multi-Agent Frameworks & Swarms

Source linked

Upsonic

Source-code repository

Build autonomous AI agents in Python.

Multi-Agent Frameworks & Swarms

Source linked

VideoAgent

Source-code repository

VideoAgent is a research repository for video understanding, editing and remaking. A public repository does not establish a supported commercial service or production readiness.

Multi-Agent Frameworks & Swarms

Source linked

WorldX

Source-code repository

One sentence creates an AI-driven world — generate maps, characters, and watch stories emerge on their own. 一句话生成一个AI自主驱动的世界.

Multi-Agent Frameworks & Swarms

Source linked

xiaobei

Source-code repository

为OPC/中小微企业量身打造的自媒体获客智能体

Multi-Agent Frameworks & Swarms

Showing 49–62 of 62 listings

Multi-Agent Frameworks & Swarms Directory Snapshot

Cataloged Listings: 62; Unique profiles
API Listed: 0; 0% with supporting evidence
Trial Listed: 0; Field-specific evidence attached
Self-Hosted Listed: 0; Field-specific evidence attached
Pricing Source: 1; Field-level source attached

These figures are calculated from the source-linked records currently categorized under Multi-Agent Frameworks & Swarms. Follow each vendor source for current capabilities and commercial terms.

Directory fields are informational and should be rechecked against the linked vendor source before purchase or deployment decisions.