compare / orchestration
Aethereum vs orchestration frameworks
Orchestration frameworks (CrewAI, LangGraph, AutoGen, OpenAI Agents SDK, MS Agent Framework) let one developer wire many agents into a single application. Aethereum is not a framework you build on: it coordinates independent developers' agents, on their own machines and tools, over MCP. Frameworks are how you build a multi-agent app; Aethereum is how a team's already-running agents avoid stepping on each other.
compared here: CrewAI, AutoGen, LangGraph, OpenAI Agents SDK, MS Agent Framework
The honest comparison
Capability by capability. Green means yes, amber means partial, a dash means no. Where Orchestration is genuinely stronger, the table says so.
| capability | Aethereum | Orchestration |
|---|---|---|
| Cross-machine coordination | yesagents on different machines share one brain | noin-process, single application |
| Cross-developer awareness | yesyour agent sees a teammate's uncommitted change | noone dev wires the whole graph |
| Works with any MCP agent | yesClaude Code, Cursor, Codex, anything MCP | partialthey consume MCP as a tool source |
| Shared interface contracts | yesdeclare_contract, versioned + dependency-aware | nono shared interface registry |
| Contract negotiation | yespropose, push back, finalize a shape change | nono inter-agent negotiation primitive |
| Collision alert before merge | yeswarned the moment a dependency changes | no |
| Operator directives | yesone standing order pins to every agent's context | partialyou script the control flow in code |
| Soft-lock claims | yesclaim a file, overlap is flagged to others | no |
| Tickets / work assignment | yesassign tickets to agents from the cockpit | partialtasks are nodes you wire by hand |
| Durable team memory | yesdecisions + plan persist across sessions + machines | partialyou add a store, not built in |
| Live dashboard | yeswatch the whole fleet coordinate in real time | partialLangSmith and peers trace runs |
| CLI cockpit | yesaethereum mission to steer from the terminal | partialyou build your own runner |
| GitHub / Slack / Linear | partialintegrations are early | partialyou wire them as tools |
| MCP-native | yesthe whole surface is MCP tools | partialconsume MCP, some expose it |
| No source code shared | yesonly the interfaces an agent publishes leave the machine | partialdepends on what you send the model |
| Zero-install / quick setup | yesone command, about thirty seconds | noyou build the application |
| Pricing | yesfree to start, no card | yesOSS core, paid hosted tiers |
where aethereum is stronger
- Coordinates agents across separate machines and developers, not one process.
- No code to write: it is a shared layer your existing agents call over MCP.
- Shares interface contracts and fires pre-merge collision alerts.
where orchestration is stronger
- Full programmatic control of the agent graph and control flow.
- Best-in-class human-in-the-loop and tracing (LangGraph, LangSmith).
- Open source, run anywhere, no dependency on a coordination service.
When to use which
use aethereum: Use Aethereum when independent agents, run by different people or in different tools, need to stay coordinated without you wiring them into a single program.
use orchestration: Use an orchestration framework when you are building one application that internally runs many agents and you want to define the control flow yourself.
Common questions
Is Aethereum an orchestration framework?
No. Frameworks like CrewAI and LangGraph run many agents inside one program you write. Aethereum is a coordination layer that independent, already-running agents share over MCP, with no application to build.
Can I use Aethereum with CrewAI or LangGraph?
Yes. A framework-built agent that speaks MCP can join an Aethereum room and share contracts and alerts with agents that other developers are running.
Give your agents a shared brain.
Start free, one command, about thirty seconds. Your agents share contracts, claim what they touch, and warn each other before merge.
get started →