Molecule AI
The Org-Native Control Plane for Heterogeneous AI Agent Teams
Molecule AI is the operating system for AI agent organizations. One control plane, eight runtimes, organization-aware memory, real ops surfaces — built for teams that want to move past the demo.
moleculesai.app ·
molecule-core ·
Claude Code plugin ·
Docs
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## What we ship
- **Org-native workspace abstraction** — every node is a role with persistent identity, memory boundary, hierarchy position, and A2A interface. Workspaces grow into teams without breaking external integrations.
- **Eight production agent runtimes** behind one workspace contract — Claude Code, Hermes 4, Gemini CLI, LangGraph, DeepAgents, CrewAI, AutoGen, OpenClaw. Mix them across teams without giving up shared governance.
- **Memory v2** with pgvector semantic recall, scoped to organizational boundaries (`LOCAL` / `TEAM` / `GLOBAL`). Memories promote into hot-loadable skills as workflows mature.
- **A real operational plane** — Canvas v4 (warm-paper themed), live activity streams, restart/pause/resume, terminal + files into running workspaces, Langfuse traces, the whole picture.
## Where to start
| If you want to … | Go to |
|---|---|
| Read the pitch + run it locally | [`molecule-core`](https://git.moleculesai.app/molecule-ai/molecule-core) — Apache 2.0-converting BSL 1.1, Quick Start in 5 commands |
| Try the hosted SaaS | [moleculesai.app](https://moleculesai.app) — multi-tenant, EC2 + Cloudflare Tunnels, WorkOS auth, Stripe billing |
| Bridge a Claude Code session into a Molecule workspace | [`molecule-mcp-claude-channel`](https://git.moleculesai.app/molecule-ai/molecule-mcp-claude-channel) — `/plugin marketplace add Molecule-AI/molecule-mcp-claude-channel` |
| Browse the architecture | [docs/architecture/architecture.md](https://git.moleculesai.app/molecule-ai/molecule-core/blob/main/docs/architecture/architecture.md) |
| See the memory model | [docs/architecture/memory.md](https://git.moleculesai.app/molecule-ai/molecule-core/blob/main/docs/architecture/memory.md) |
| Add a new runtime / template | [`molecule-ai-workspace-runtime`](https://git.moleculesai.app/molecule-ai/molecule-ai-workspace-runtime) (mirror of `workspace/`) + the `molecule-ai-workspace-template-*` repos |
## Repos in this org
### Product
- **[`molecule-core`](https://git.moleculesai.app/molecule-ai/molecule-core)** — the platform. Go control plane + Next.js Canvas + Python workspace runtime. Open source under BSL 1.1 (converts to Apache 2.0 on 2029-01-01).
- **`molecule-controlplane`** — SaaS multi-tenant orchestration on top of `molecule-core`. Private; backs [moleculesai.app](https://moleculesai.app).
### Adapters & integrations
- **[`molecule-mcp-claude-channel`](https://git.moleculesai.app/molecule-ai/molecule-mcp-claude-channel)** — Claude Code MCP plugin: bridges Molecule A2A traffic into a local Claude Code session.
- **[`molecule-ai-workspace-runtime`](https://git.moleculesai.app/molecule-ai/molecule-ai-workspace-runtime)** — Python adapter runtime, mirrored from `molecule-core/workspace/`. Published as a PyPI wheel.
- **`molecule-ai-workspace-template-*`** — one repo per supported runtime template (claude-code, hermes, langgraph, …).
### Marketing & community
- **[`landingpage`](https://git.moleculesai.app/molecule-ai/landingpage)** — [moleculesai.app](https://moleculesai.app) source.
- **[`molecule-ai-status`](https://git.moleculesai.app/molecule-ai/molecule-ai-status)** — public status page.
## License & community
Most user-facing code is open source under the Business Source License 1.1 (converts to Apache 2.0 on 2029-01-01). Personal, internal, and non-commercial use is permitted without restriction; commercial use that competes with the hosted product is what the BSL gates.
Issues, PRs, and design discussions land on the individual repos above. The platform repo's [Docs Home](https://git.moleculesai.app/molecule-ai/molecule-core/blob/main/docs/index.md) is the canonical entry point for engineering depth.
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