OpenAI Swarm (deprecated)
https://github.com/openai/swarm
OpenAI Swarm — experimental educational multi-agent framework released Oct 2024; deprecated in favour of the OpenAI Agents SDK in Mar 2025.
Deprecated · Verified 2026-10-29 · fresh as of 2026-10-29 · 15 cited facts, 1 with a third-party source · 1 recorded change · Suggest a correction
At a glance
- Type
- Experimental multi-agent recipe repo fix
- Tier
- T4
- Latest release
- searched not found fix
- Pricing
- searched not found fix
- Funding
- searched not found fix
- Freshness
- 2026-10-29 fix
- Layer
- agent-infra repo fix
- Licensing
- open-source repo fix
- Developer activity
- OpenRank 0.39 (12-mo avg 0.57) · 5 participants — 2026-09 third-party fix
When to use
Optimised for: searched not found
Anti-fit: searched not found
Pros & cons
Pros
searched not found
Cons
searched not found
Claims & capabilities
Educational multi-agent framework released 2024-10; superseded by OpenAI Agents SDK in 2025-03; MIT.
Technical surface
- API surface
- searched not found
- Backend storage
- not applicable — not a memory product
- Deployment
- Self-hosted only — library
- Embedding model
- not applicable — not a memory product
- Multi-tenancy
- searched not found
- MCP
- searched not found
- A2A
- searched not found
- OpenTelemetry
- searched not found
Alternatives to OpenAI Swarm (deprecated) → live options ranked by shared design, licence, hosting and MCP support
Similar systems
Other agent frameworks (no first-party memory layer) in the catalog, ranked by inbound references.
- Model Context Protocol (MCP spec) T1
Anthropic-introduced open protocol (Nov 2024) for connecting LLMs to data sources and tools. Donated by Anthropic to the Linux Foundation's Agentic AI Foundation (announced 2025-12-09); now governed as Model Context Protocol, a Series of LF Projects, LLC. Supported across Claude, ChatGPT, VS Code, Cursor and many other clients.
- LangChain (framework) T1
Dominant Python/JS framework for LLM apps — tool calling, agents, retrievers, runnables. Memory is one component (LangMem cross-listed); the framework itself is the product.
- Vercel AI SDK T1
Vercel's TypeScript LLM SDK — streaming, tool calls, structured outputs, agents. Dominant framework for Next.js LLM apps.
- LlamaIndex (framework) T1
Data framework for LLM apps — connectors, indices, query engines, agents, workflows. Memory is one of many subsystems (LlamaIndex Memory cross-listed).
- OpenAI Agents SDK T1
OpenAI's official Python framework for agents — handoffs, guardrails, tracing built in. Successor to OpenAI Swarm (experimental); officially supported.
- LangGraph (orchestration) T1
LangChain's stateful graph runtime for agents — explicit state, persistence, time-travel debugging, human-in-the-loop. Memory is one persistence target (LangGraph Persistence cross-listed).
Sources (14 cited facts, 1 third-party)
Each fact links to the page it came from; the badge says who published it (how to read sources).
- What it is Experimental multi-agent recipe repo
- What it does & what's distinct OpenAI Swarm — experimental educational multi-agent framework released Oct 2024; depreca… repo
- Claims / benefits Educational multi-agent framework released 2024-10; superseded by OpenAI Agents SDK in 2… repo
- Created 2024 repo
- License MIT repo
- GitHub openai/swarm — ~22k stars, last commit 2026-04 (not archived; no releases) repo
- Deployment Self-hosted only — library repo
- Runtimes Python repo
- commit-trajectory [{"ym":"2024-10","cum":25},{"ym":"2025-03","cum":28},{"ym":"2026-04","cum":29}] repo
- architecture-deployment-locus local repo
- licensing-bucket open-source repo
- positioning-platform-vs-product platform repo
- taxonomy-three-layer-rollup agent-infra repo
- developer-activity-opendigger {"activity":7.83,"as_of":"2026-09","openrank_12mo":0.57,"openrank_current":0.39,"partici… third-party
What changed
Changes to this record's lifecycle, licence, release, pricing and hosting facts, from the catalog's git history. Subscribe (Atom)
Related systems
Referenced by (4)
- Invariant Guardrails integrates with — Invariant Gateway README has a OpenAI Swarm integration section. (verified 2026-10-29)
- OpenAI Agents SDK succeeds — Successor to OpenAI Swarm (experimental)
- Portkey AI integrates with — Portkey docs have an OpenAI Swarm agent framework integration page. (verified 2026-10-29)
- TrueFoundry AI Gateway integrates with — TrueFoundry AI Gateway ecosystem lists a OpenAI Swarm integration page. (verified 2026-10-29)