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26 Commits

Author SHA1 Message Date
Hongming Wang
a0b3ab9876 docs(runtime-mcp): add dev-channels tagged-form requirement page 2026-05-01 19:28:41 -07:00
Hongming Wang
e0910a1734
Merge pull request #114 from Molecule-AI/docs/fix-staging-dns-architecture
docs(arch): correct staging DNS — per-tenant CNAME, no wildcard
2026-05-01 19:21:42 -07:00
Hongming Wang
c93388441d docs(arch): rewrite staging DNS section (per-tenant CNAME, not wildcard)
The "Architecture" diagram and section 5 ("Cloudflare: staging
subdomain") both implied that `*.staging.moleculesai.app` is a wildcard
DNS record. It is not. The control plane writes a per-tenant CNAME at
provision time (see `internal/provisioner/ec2.go` ->
`Tunnel.CreateTunnelDNS`), and unknown slugs correctly return NXDOMAIN.

This rewrite:
- Replaces `*.staging.moleculesai.app` / `*.moleculesai.app` in the
  ASCII diagram with `<slug>.<env-domain>` plus a "no wildcard" note.
- Renames section 5 to "Cloudflare: per-tenant CNAMEs (no wildcard)"
  and explains that NXDOMAIN on unknown slugs is correct, that
  `getaddrinfo ENOTFOUND` in tests means the slug is unprovisioned
  (not an infra bug), and that the same model applies to both
  staging and production.
2026-05-01 19:17:57 -07:00
Hongming Wang
651fe00998
Merge pull request #113 from Molecule-AI/docs/runtime-mcp-claude-21-install
Claude Code 2.1+ install: modern -e flags + ~/.claude.json shape
2026-05-01 18:30:06 -07:00
Hongming Wang
1e8f9dc295 docs(runtime-mcp): Claude Code 2.1+ install — modern -e flags + ~/.claude.json shape
Older `claude mcp add ... -- env VAR=val molecule-mcp` snippets land as
`command: "env"` with positional args, which is fragile across 2.1.x
patch builds and unfamiliar to anyone reading `~/.claude.json` directly.
The post-2.1 CLI also rejects the form without a `--` between flags and
command (external feedback in #112).

Replace both snippets (basic install + identity-with-skills) with:
1. Modern CLI form using `-e KEY=VAL` and an explicit `--`.
2. Parallel `~/.claude.json` JSON shape under top-level `mcpServers` for
   user scope (or `.mcp.json` in project root for project scope), so
   users on any 2.1.x patch level have an authoritative reference if
   the CLI form misbehaves.

Add a Troubleshooting entry for the two common 2.1+ CLI rejections, and
fix the broken `[Install](#install)` cross-link in the dev-channels
section to point at `[Step 2](#claude-code)`.

Closes Molecule-AI/docs#112.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 18:22:40 -07:00
Hongming Wang
1408cbae94
Merge pull request #111 from Molecule-AI/docs/channel-envelope-attributes
docs(runtime-mcp): document <channel> envelope attributes table
2026-05-01 17:52:24 -07:00
Hongming Wang
9c28fcf22c docs(runtime-mcp): document channel envelope attributes table
Adds a per-attribute reference table for the <channel> tag (push
path) and the equivalent JSON shape (poll path) so the agent — and
operators reading the docs — know what metadata to expect for every
inbound message.

Covers the new peer_name, peer_role, agent_card_url fields landing
with the wheel-side enrichment in molecule-core#2471, including the
registry-lookup graceful-degrade rule (lookup failure → attrs
absent, push still delivers) and the deterministic agent_card_url
construction (present even on registry outage).

Includes a worked example of a peer_agent push so a reader can copy
the wire shape into their own host bridge if they need to validate
what they're seeing.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 17:49:02 -07:00
Hongming Wang
a45a1c65c3
Merge pull request #110 from Molecule-AI/docs/dev-channels-tagged-server-form
docs(runtime-mcp): tagged server:molecule form for --dangerously-load-development-channels
2026-05-01 17:12:35 -07:00
Hongming Wang
49f95877f8 docs(runtime-mcp): tagged server:NAME form for --dangerously-load-development-channels
Claude Code 2.1.x changed the flag's signature to require an allowlist
of tagged entries — `server:<name>` for manually-configured MCP
servers, `plugin:<name>@<marketplace>` for plugin channels. The
previous bare-switch form was rejected with `argument missing`, and
an untagged value returns `entries must be tagged`.

Doc updates:
- Replace bare-flag references with tagged form throughout (env-var
  table, push-path narrative, capability matrix)
- Add a worked example showing `claude --dangerously-load-development-
  channels server:molecule` and the `Listening for channel messages
  from: server:molecule` confirmation header so operators have a
  visible signal that push is live
- Note the multi-server form (space-separated tagged entries)
- Three new troubleshooting entries:
  * `argument missing` → forgot the value
  * `entries must be tagged` → forgot the tag
  * `Control request timeout: initialize` → embedded the flag in an
    SDK options bundle as `{flag: None}` instead of `{flag:
    "server:molecule"}` — covers the workspace-side regression we
    caught live on dd40faf8 on 2026-05-01

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 17:10:39 -07:00
Hongming Wang
18866f6d7e
Merge pull request #98 from Molecule-AI/docs/claude-code-channel-plugin
docs: Claude Code Channel Plugin guide + cross-references
2026-05-01 16:31:47 -07:00
Hongming Wang
c6494de5ad docs: wrap <ws-id> placeholders in backticks to fix MDX build
Bare <ws-id> in headings emitted a `raw` HAST node that the renderer
couldn't handle ("Cannot handle unknown node `raw`"). Wrapping in
backticks renders as inline code instead of being parsed as JSX/HTML.

Verified locally with `npm run build` (106/106 static pages green).
2026-05-01 16:31:05 -07:00
Hongming Wang
c5421c61f5 docs: fix MDX build — escape <1 + drop Callout JSX
Two errors caught by the docs build CI on PR #98:

1. external-agents.mdx line 15 had `<1 min.` — the literal `<` made the
   MDX parser try to read it as a JSX tag opener. Replaced with prose
   "under a minute" — equivalent meaning, no escape gymnastics.
2. claude-code-channel-plugin.md used `<Callout type="info">` JSX, but
   the rest of /content/docs/guides/ is plain .md (no JSX). The .md
   loader can't resolve the Callout component → "Cannot handle unknown
   node `raw`". Replaced with a `> **Note:**` blockquote — same visual
   hierarchy, plain markdown.

Verified locally that the offending characters are gone; build CI on
push will re-run and should now pass.
2026-05-01 16:31:05 -07:00
Hongming Wang
2ccd4b99d0 docs: add Claude Code Channel Plugin guide + cross-references
Adds /docs/guides/claude-code-channel-plugin.md — the canonical guide
for connecting a Claude Code session as a Molecule external workspace
via the new Molecule-AI/molecule-mcp-claude-channel plugin. Polling-
based; no tunnel required.

Cross-references added:
- content/docs/external-agents.mdx — new "Pick the right path" table
  at top, distinguishing Claude Code (channel plugin) from generic
  HTTP-speaking agents (this page) at first glance.
- content/docs/guides/external-workspace-quickstart.md — short
  redirect callout near the top so laptop-Claude-Code users are
  routed to the channel plugin guide instead of the tunnel-required
  quickstart.

Per molecule-core's #2060 content-routing policy, public-facing docs
live in this repo. The plugin source + README live separately at
github.com/Molecule-AI/molecule-mcp-claude-channel; this guide
duplicates the operator-facing setup steps and adds Molecule-specific
context (how to get workspace_id + token from canvas, how /activity
shows up, troubleshooting against /activity endpoint shape).
2026-05-01 16:30:49 -07:00
Hongming Wang
5f0871707e
Merge pull request #99 from Molecule-AI/feat/marketplace-creator-docs
docs(marketplace): tier overview + creator listing guide
2026-05-01 16:24:48 -07:00
Hongming Wang
b80891b312
Merge branch 'main' into feat/marketplace-creator-docs 2026-05-01 16:24:11 -07:00
Hongming Wang
149c315dfa
Merge pull request #109 from Molecule-AI/feat/universal-push-poll-contract
docs(mcp): rewrite inbound-delivery section for dual push+poll contract
2026-05-01 15:38:17 -07:00
Hongming Wang
b26d7ee9b2 docs(mcp): rewrite inbound-delivery section for dual push+poll contract
Mirrors molecule-core feat/universal-push-via-instructions: documents
the universal poll path (instructions field → every MCP client) plus
the optional push path (notifications/claude/channel for Claude Code
with the dev-channels flag or a future allowlist entry).

Honesty pass on the prior text: previous version claimed push works
"automatically" and "there is no config flag to toggle." That was
true for the wire shape but false for live UX — standard `claude`
launches without --dangerously-load-development-channels silently
drop the notification, and non-Claude clients ignore the Claude-
namespaced method entirely. New text spells out exactly which clients
get push, which get poll, and the per-client capability matrix.

Adds MOLECULE_MCP_POLL_TIMEOUT_SECS to the env-var table — the new
operator knob landed in the wheel.

Successor to #44/#49 (which closed without the flag caveat).
2026-05-01 15:33:07 -07:00
Hongming Wang
1dd9cfaaf3
Merge pull request #108 from Molecule-AI/docs/smoke-gate-caveat-correction
docs(workspace-runtime): correct smoke-gate caveat factual errors
2026-05-01 00:01:09 -07:00
Hongming Wang
28600d7956 docs(workspace-runtime): correct smoke-gate caveat factual errors
Two errors in the merged caveat (#107):

1. Claimed the stub RequestContext "carries an empty user message"
   — actually carries "smoke test" text (smoke_mode.py:76 calls
   `new_text_message("smoke test")`, with the explicit comment
   that it's "enough that extract_message_text(context) returns
   non-empty input"). Adapter authors gating smoke-mode behavior
   on extract_message_text(ctx) == "" would have a logic that
   never fires.

2. Described only the timeout-pass path. The harness also returns
   0 on ANY non-import exception (smoke_mode.py:135-143) — the
   bare `except Exception` block treats RuntimeError, auth errors,
   validation errors etc. as "downstream of the import gate" and
   exits clean. Spelling out all three pass cases (clean return,
   timeout, non-import exception) is the honest description.

Caught while re-reading smoke_mode.py to verify claims for a
review pass — found I had asserted both behaviors from memory
without checking, exactly the failure mode my e2e-test memory
just got a worked-example update about.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 00:00:02 -07:00
Hongming Wang
36ab08129c
Merge pull request #107 from Molecule-AI/docs/smoke-gate-timeout-pass-caveat
docs(workspace-runtime): clarify what the boot-smoke gate does NOT prove
2026-04-30 23:56:05 -07:00
Hongming Wang
ec78c7637b docs(workspace-runtime): clarify what the boot-smoke gate does NOT prove
A green gate means imports are healthy enough that
executor.execute() reaches its body. It does NOT prove that
execute() produces the right output: adapters with real I/O
inside execute() (subprocess to a gateway, httpx call upstream)
time out under the 5s harness window, and the gate treats a clean
timeout as success.

Surfaced while running publish-image across all 8 templates: the
openclaw smoke "passed" with timing-out behavior in execute()
because OpenClawA2AExecutor proxies to a subprocess that doesn't
exist in the smoke env. Reading the green check, future operators
might over-trust it as a runtime-correctness signal — it isn't.

Add a "What the gate does NOT prove" subsection so readers don't
mistake the import-regression coverage for an integration test.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 23:54:57 -07:00
Hongming Wang
aa710d9310
Merge pull request #105 from Molecule-AI/design/align-docs-to-landing
feat(docs): align doc.moleculesai.app chrome with landing's warm-paper design
2026-04-30 22:53:36 -07:00
Hongming Wang
050cd70060
Merge pull request #106 from Molecule-AI/docs/smoke-mode-adapter-contract
Document MOLECULE_SMOKE_MODE adapter contract
2026-04-30 22:51:42 -07:00
Hongming Wang
1ccd92e0c8 docs(workspace-runtime): document MOLECULE_SMOKE_MODE adapter contract
The publish-image boot-smoke gate (molecule-core#2275) invokes the
runtime with MOLECULE_SMOKE_MODE=1 + stub creds to catch lazy
imports inside executor.execute(). Adapters whose setup() does
real I/O (subprocess spawn, network calls, uid-sensitive writes)
need to opt out of that I/O when MOLECULE_SMOKE_MODE=1, otherwise
the gate fails before reaching the runtime's smoke short-circuit.

This documents:
- the contract (one-line opt-out for Python adapter.setup() and
  shell entrypoints that wrap molecule-runtime)
- which boot stages the gate exercises
- the stub env the harness sets so adapters can reason about what
  they can rely on under smoke mode

Surfaced when running publish-image across all 8 workspace
templates: openclaw and hermes hit the contract gap because both
spawn real gateway subprocesses in setup; six others passed
without any contract awareness because their setup is light.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 22:48:53 -07:00
Hongming Wang
403725b970 feat(docs): align doc.moleculesai.app chrome with landing's warm-paper design
Brings the docs site in visual parity with moleculesai.app so docs,
marketing, and the canvas read as one product. Five focused changes
inside the existing fumadocs shell — no MDX or content touched, no
runtime/build dep changes:

- global.css: override fumadocs @theme tokens with the warm-paper
  palette (#fafaf7 bg, #15181c ink, #3b5bdb governance blue,
  #efece4 muted, #e6e2d8 border). Dark mode keeps fumadocs' neutral
  defaults so dark-pref readers still get a readable docs site.

- layout.tsx: swap Inter → Geist (sans) + JetBrains Mono (code),
  matching the landing's font stack. Wired through @theme so
  Tailwind's font-sans / font-mono utilities pick them up.

- layout.config.tsx: brand the topbar — inline Molecule logo SVG +
  "Molecule AI · DOCS" lockup, plus three external links to the rest
  of the surface (Platform → app, Marketplace → market, Landing →
  www) and the org GitHub. Mirrors the landing's collapsed nav.

- (home)/page.tsx: replace the stock fumadocs landing with a
  hero-style page matching the landing — statusbar strip, "Phase 35
  Marketplace public beta" eyebrow, the same shimmering h1 copy,
  three quick-start lane cards (Build a workspace / Run an
  organisation / Publish to the Marketplace) pointing into the docs
  tree.

Build is clean (106 static pages still generate). Existing /docs/*
pages inherit the new tokens via fumadocs' DocsLayout, so the entire
site shifts to the warm-paper aesthetic without touching MDX.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 22:42:42 -07:00
Hongming Wang
03a222d9b5 docs(marketplace): add tier overview + creator listing guide
Two additive pages tied to the new Marketplace surfaces on the
landing page and molecule-app workspace UI:

- content/docs/marketplace.mdx — L1 plugins / L2 agents / L3 bundles
  tier model, trust tiers (Verified / Partner / Community), install
  flow, and workspace.yaml pin examples.
- content/docs/marketplace/creators.mdx — three-step (Build · List ·
  Earn) builder workflow: SDK refs, Creator Portal submission, pricing
  options, policy/safety terms, and maintenance.

Wired into meta.json under a new ---Marketplace--- section between
Troubleshooting and Security.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 18:35:21 -07:00
36 changed files with 1375 additions and 165 deletions

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@ -6,7 +6,12 @@ on:
branches: [main]
jobs:
build:
runs-on: ubuntu-latest
# Self-hosted Mac mini — this repo is private and the org's
# GitHub-hosted minute budget is exhausted (every ubuntu-latest job
# dies in 2s with no step output). Per the 2026-04-22 carve-out:
# private repos run on self-hosted; public repos use ubuntu-latest
# (still free).
runs-on: self-hosted
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4

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@ -1,29 +1,100 @@
import Link from 'next/link';
// Three quick-start lanes — keeps the home page from being a wall of text
// and lets builders, operators, and integrators each find their entry
// point in one click.
const lanes = [
{
kicker: '01',
title: 'Build a workspace',
body: 'Pick a runtime template (Claude Code, LangGraph, CrewAI, Hermes, …), wire your tools, and ship.',
href: '/docs/workspace',
cta: 'Workspace guide →',
},
{
kicker: '02',
title: 'Run an organisation',
body: 'Topology, A2A, three-tier memory, governance — the platform layer that ties multi-agent teams together.',
href: '/docs/platform',
cta: 'Platform reference →',
},
{
kicker: '03',
title: 'Publish to the Marketplace',
body: 'Plugins, agents, and org bundles ship as signed manifests. Authors keep 80%, paid via Stripe Connect.',
href: '/docs/marketplace',
cta: 'Author guide →',
},
];
export default function HomePage() {
return (
<main className="flex flex-1 flex-col items-center justify-center px-6 py-24 text-center">
<h1 className="mb-4 text-5xl font-bold tracking-tight sm:text-6xl">
Molecule AI
</h1>
<p className="mb-8 max-w-2xl text-lg text-fd-muted-foreground">
Build and run multi-agent organisations. Templates, plugins, channels,
and the runtime that ties them together documented end to end.
</p>
<div className="flex flex-wrap items-center justify-center gap-3">
<Link
href="/docs"
className="rounded-md bg-fd-primary px-5 py-2.5 text-sm font-medium text-fd-primary-foreground transition-colors hover:opacity-90"
>
Read the docs
</Link>
<Link
href="https://git.moleculesai.app/molecule-ai/molecule-core"
className="rounded-md border border-fd-border px-5 py-2.5 text-sm font-medium transition-colors hover:bg-fd-muted"
>
View on Gitea
</Link>
<main className="flex flex-1 flex-col">
{/* Statusbar — mirrors the landing's "All systems · status.* · phase" strip */}
<div className="border-b border-fd-border bg-fd-muted px-6 py-1.5 text-[11px] font-mono text-fd-muted-foreground flex flex-wrap justify-between gap-4">
<span>
<span className="inline-block size-1.5 rounded-full bg-[#2f7a4d] align-middle mr-1.5" />
All systems · status.moleculesai.app
</span>
<span>Phase 33 shipped · Phase 35 Marketplace public beta</span>
</div>
{/* Hero */}
<section className="px-6 py-20 sm:py-28 max-w-6xl mx-auto w-full">
<div className="text-[11px] font-mono uppercase tracking-[0.08em] text-fd-muted-foreground mb-4 flex items-center gap-2">
<span className="inline-block size-1.5 rounded-full bg-[#c0532b]" />
Documentation
</div>
<h1 className="text-5xl sm:text-6xl font-semibold tracking-tight leading-[1.05] mb-5 max-w-3xl">
The operating system for{' '}
<span className="text-[#3b5bdb]">AI agent organizations.</span>
</h1>
<p className="text-lg text-fd-muted-foreground max-w-2xl leading-relaxed mb-8">
Build and run multi-agent organisations the way you'd staff a company.
Templates, plugins, channels, runtimes, governance documented end
to end.
</p>
<div className="flex flex-wrap items-center gap-3">
<Link
href="/docs"
className="rounded-md bg-fd-primary px-5 py-2.5 text-sm font-medium text-fd-primary-foreground transition hover:opacity-90"
>
Read the docs
</Link>
<Link
href="https://github.com/Molecule-AI"
target="_blank"
rel="noopener noreferrer"
className="rounded-md border border-fd-border px-5 py-2.5 text-sm font-medium transition hover:bg-fd-muted"
>
View on GitHub
</Link>
</div>
</section>
{/* Three lanes */}
<section className="px-6 pb-24 max-w-6xl mx-auto w-full">
<div className="grid grid-cols-1 md:grid-cols-3 gap-4">
{lanes.map((lane) => (
<Link
key={lane.kicker}
href={lane.href}
className="group rounded-lg border border-fd-border bg-fd-card p-6 transition hover:border-fd-foreground hover:-translate-y-0.5"
>
<div className="text-[11px] font-mono text-[#3b5bdb] mb-3 tracking-[0.08em]">
{lane.kicker}
</div>
<h3 className="text-base font-semibold mb-2">{lane.title}</h3>
<p className="text-sm text-fd-muted-foreground leading-relaxed mb-4">
{lane.body}
</p>
<div className="text-xs font-mono text-fd-foreground group-hover:text-[#3b5bdb] transition">
{lane.cta}
</div>
</Link>
))}
</div>
</section>
</main>
);
}

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@ -1,3 +1,32 @@
@import 'tailwindcss';
@import 'fumadocs-ui/css/neutral.css';
@import 'fumadocs-ui/css/preset.css';
/* Warm-paper light theme aligned with the landing page (moleculesai.app).
Tokens map fumadocs' @theme variables onto our brand palette so docs,
marketing, and the canvas read as one product. */
@theme {
--font-sans: var(--font-geist), ui-sans-serif, system-ui, sans-serif;
--font-mono: var(--font-mono), ui-monospace, SFMono-Regular, monospace;
--color-fd-background: #fafaf7;
--color-fd-foreground: #15181c;
--color-fd-muted: #f3f1ec;
--color-fd-muted-foreground: #5a5e66;
--color-fd-popover: #ffffff;
--color-fd-popover-foreground: #15181c;
--color-fd-card: #ffffff;
--color-fd-card-foreground: #15181c;
--color-fd-border: #e6e2d8;
--color-fd-primary: #3b5bdb;
--color-fd-primary-foreground: #ffffff;
--color-fd-secondary: #efece4;
--color-fd-secondary-foreground: #15181c;
--color-fd-accent: #efece4;
--color-fd-accent-foreground: #15181c;
--color-fd-ring: #3b5bdb;
--color-fd-overlay: hsla(0, 0%, 0%, 0.18);
}
/* Dark mode keeps fumadocs' neutral defaults readers expect docs sites
to honor their system preference, and our landing only ships light. */

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@ -1,7 +1,50 @@
import type { BaseLayoutProps } from 'fumadocs-ui/layouts/shared';
// Molecule logo — the same triangle-of-nodes mark used on moleculesai.app.
// Inlined as a JSX element so fumadocs renders it in the topbar without a
// separate asset request.
const MoleculeLogo = (
<svg
width="22"
height="22"
viewBox="0 0 28 28"
fill="none"
aria-hidden="true"
>
<circle cx="14" cy="6" r="2.5" fill="currentColor" />
<circle cx="6" cy="20" r="2.5" fill="currentColor" />
<circle cx="22" cy="20" r="2.5" fill="currentColor" />
<circle
cx="14"
cy="14"
r="1.6"
fill="none"
stroke="currentColor"
strokeWidth="1.2"
/>
<line x1="14" y1="8.5" x2="14" y2="12.6" stroke="currentColor" strokeWidth="1.2" />
<line x1="8" y1="18.5" x2="12.7" y2="14.8" stroke="currentColor" strokeWidth="1.2" />
<line x1="20" y1="18.5" x2="15.3" y2="14.8" stroke="currentColor" strokeWidth="1.2" />
</svg>
);
export const baseOptions: BaseLayoutProps = {
nav: {
title: 'Molecule AI',
title: (
<span className="flex items-center gap-2 font-semibold tracking-tight">
{MoleculeLogo}
<span>Molecule AI</span>
<span className="text-xs uppercase tracking-[0.08em] text-fd-muted-foreground font-mono">
Docs
</span>
</span>
),
url: 'https://doc.moleculesai.app',
},
links: [
{ text: 'Platform', url: 'https://app.moleculesai.app', external: true },
{ text: 'Marketplace', url: 'https://market.moleculesai.app', external: true },
{ text: 'Landing', url: 'https://www.moleculesai.app', external: true },
],
githubUrl: 'https://github.com/Molecule-AI',
};

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@ -1,10 +1,16 @@
import './global.css';
import { RootProvider } from 'fumadocs-ui/provider/next';
import { Inter } from 'next/font/google';
import { Geist, JetBrains_Mono } from 'next/font/google';
import type { ReactNode } from 'react';
const inter = Inter({
const geist = Geist({
subsets: ['latin'],
variable: '--font-geist',
});
const jetbrains = JetBrains_Mono({
subsets: ['latin'],
variable: '--font-mono',
});
export const metadata = {
@ -19,8 +25,12 @@ export const metadata = {
export default function Layout({ children }: { children: ReactNode }) {
return (
<html lang="en" className={inter.className} suppressHydrationWarning>
<body className="flex flex-col min-h-screen">
<html
lang="en"
className={`${geist.variable} ${jetbrains.variable}`}
suppressHydrationWarning
>
<body className="flex flex-col min-h-screen font-sans">
<RootProvider>{children}</RootProvider>
</body>
</html>

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@ -73,6 +73,72 @@ At a high level, `workspace/main.py` does this:
10. Start the skill watcher when skills are configured.
11. Serve the A2A app through Uvicorn.
## Boot-Smoke Contract (`MOLECULE_SMOKE_MODE`)
The image-publish CI pipeline runs each template's image with `MOLECULE_SMOKE_MODE=1` to exercise lazy imports inside `executor.execute()` against stub credentials and no network. The runtime detects the env var, invokes `executor.execute()` once with a stubbed `RequestContext` and a short timeout, then exits — registration, heartbeats, and the A2A server are skipped.
This catches lazy imports that pure `python3 -c "import adapter"` smokes miss: imports nested inside `if`-branches, deferred until first call, or behind `importlib.import_module()`.
### What adapter authors need to do
**Most adapters need to do nothing.** If `setup()` only writes files, parses config, or instantiates Python objects, the smoke gate just works.
**Adapters whose `setup()` does real I/O must opt out of that I/O under smoke mode.** This applies to:
- spawning subprocesses that require valid credentials (e.g. a gateway daemon)
- making real network calls
- writing to filesystem locations that need a specific uid/gid the smoke harness can't guarantee
The contract:
```python
async def setup(self, config: AdapterConfig) -> None:
if os.environ.get("MOLECULE_SMOKE_MODE") == "1":
return # skip real I/O; runtime's smoke short-circuit handles the rest
# ... real setup ...
```
For shell entrypoints that wrap `molecule-runtime`:
```bash
if [ "${MOLECULE_SMOKE_MODE:-0}" = "1" ]; then
exec molecule-runtime
fi
```
### What gets exercised under smoke mode
- All `/app/*.py` modules import cleanly (covered by a separate static-import smoke step)
- `adapter.setup()` runs (with the opt-out above for I/O-heavy adapters)
- `adapter.create_executor()` runs
- `executor.execute()` is invoked once against a stub `RequestContext`/`EventQueue` with `MOLECULE_SMOKE_TIMEOUT_SECS` (default 5s); a clean timeout exits 0, an import error exits non-zero
### What the gate does NOT prove
A green gate means **"imports are healthy enough that `executor.execute()` reaches its body"** — that's the regression class the gate exists to catch (lazy `from x import y` inside an `if`-branch, or `importlib.import_module()` on a path that breaks after a wheel bump).
It does **not** prove that `execute()` produces the right output for real input. The harness reports PASS in three distinct cases:
1. **Clean return** — execute() ran to completion within the timeout.
2. **Timeout** — execute() was still running when the timer fired (typical for adapters that do real I/O inside execute(): subprocess to a gateway, httpx call to an upstream LLM).
3. **Any non-import exception** — execute() raised `RuntimeError`, auth errors, validation errors, etc. The harness only fails on `ImportError`/`ModuleNotFoundError`.
The stub `RequestContext` carries a non-empty `"smoke test"` text message (so adapters relying on `extract_message_text(ctx)` returning input still work), and the harness never drains the `EventQueue` — what `execute()` writes back is ignored.
If you need correctness coverage, write a separate integration test that runs the workspace against real or mocked infrastructure — the smoke gate is a strict subset.
### Stub env the smoke harness sets
| Var | Value |
|---|---|
| `MOLECULE_SMOKE_MODE` | `1` |
| `MOLECULE_SMOKE_TIMEOUT_SECS` | `10` (CI default) |
| `WORKSPACE_ID` | `fake-smoke` |
| `PYTHONPATH` | `/app` (mirrors the platform provisioner) |
| `CLAUDE_CODE_OAUTH_TOKEN`, `ANTHROPIC_API_KEY`, `GEMINI_API_KEY`, `OPENAI_API_KEY` | `sk-fake-smoke-*` |
A `config.yaml` from the template repo's root is mounted at `/configs/config.yaml`.
## Core Runtime Pieces
| File | Responsibility |

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@ -138,7 +138,7 @@ These controls complement the platform-level secret redaction described in the [
**Stack:** Go / Bubbletea + Lipgloss
A terminal UI dashboard for real-time workspace monitoring, event log streaming, health overview, and delete/filter operations. Reads `MOLECLI_URL` (default `http://localhost:8080`) to locate the platform. Now published as a standalone repo at `git.moleculesai.app/molecule-ai/molecule-cli`.
A terminal UI dashboard for real-time workspace monitoring, event log streaming, health overview, and delete/filter operations. Reads `MOLECLI_URL` (default `http://localhost:8080`) to locate the platform. Now published as a standalone repo at `github.com/Molecule-AI/molecule-cli`.
---

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@ -4,7 +4,7 @@ title: "Molecule AI — Comprehensive Technical Documentation"
# Molecule AI — Comprehensive Technical Documentation
> Definitive technical reference for the Molecule AI Agent Team platform.
> Based on a full non-invasive scan of the [molecule-core](https://git.moleculesai.app/molecule-ai/molecule-core) repository (formerly `molecule-monorepo`, renamed during the post-2026-05-06 GitHub-org-suspension recovery).
> Based on a full non-invasive scan of the [molecule-monorepo](https://github.com/Molecule-AI/molecule-monorepo) repository.
---
@ -1153,11 +1153,11 @@ Molecule AI's workspace abstraction is **runtime-agnostic by design**. A workspa
## Links
- **Gitea**: https://git.moleculesai.app/molecule-ai/molecule-core
- **Architecture Docs**: https://git.moleculesai.app/molecule-ai/molecule-core/src/branch/main/docs/architecture
- **API Protocol**: https://git.moleculesai.app/molecule-ai/molecule-core/src/branch/main/docs/api-protocol
- **Agent Runtime**: https://git.moleculesai.app/molecule-ai/molecule-core/src/branch/main/docs/agent-runtime
- **Product Docs**: https://git.moleculesai.app/molecule-ai/molecule-core/src/branch/main/docs/product
- **GitHub**: https://github.com/Molecule-AI/molecule-monorepo
- **Architecture Docs**: https://github.com/Molecule-AI/molecule-monorepo/tree/main/docs/architecture
- **API Protocol**: https://github.com/Molecule-AI/molecule-monorepo/tree/main/docs/api-protocol
- **Agent Runtime**: https://github.com/Molecule-AI/molecule-monorepo/tree/main/docs/agent-runtime
- **Product Docs**: https://github.com/Molecule-AI/molecule-monorepo/tree/main/docs/product
---

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@ -27,7 +27,8 @@ CP (Railway): staging service production service
staging.api.moleculesai.app api.moleculesai.app
Tenant EC2s: staging EC2 instances production EC2 instances
*.staging.moleculesai.app *.moleculesai.app
<slug>.staging.moleculesai.app <slug>.moleculesai.app
(per-tenant CNAME, no wildcard) (per-tenant CNAME, no wildcard)
App (Vercel): staging.app.moleculesai.app app.moleculesai.app
(Vercel preview) (Vercel production)
@ -38,8 +39,10 @@ DB (Neon): staging branch main branch
Docker images: platform-tenant:staging platform-tenant:latest
(GHCR) (GHCR)
Cloudflare: *.staging.moleculesai.app *.moleculesai.app
(separate tunnel/worker) (tunnel per tenant)
Cloudflare: per-tenant CNAMEs under per-tenant CNAMEs under
staging.moleculesai.app moleculesai.app
(one CNAME + one tunnel (one CNAME + one tunnel
per provisioned tenant) per provisioned tenant)
```
## Deploy flow
@ -115,15 +118,35 @@ platform-tenant:sha-xxxxx — immutable, pinned to specific commit
# pushes :latest only on manual promote
```
### 5. Cloudflare: staging subdomain
### 5. Cloudflare: per-tenant CNAMEs (no wildcard)
Option A (simple): `*.staging.moleculesai.app` with its own tunnel/worker
Option B (full): separate Cloudflare zone for staging (overkill)
There is **no `*.staging.moleculesai.app` wildcard record** and there is no
`*.moleculesai.app` wildcard either. The control plane writes a per-tenant
CNAME at provision time, pointing `<slug>.<env-domain>` at that tenant's
Cloudflare tunnel (`<tunnel-id>.cfargotunnel.com`).
Recommend Option A:
- Add `staging.moleculesai.app` DNS records
- Staging tenants get `slug.staging.moleculesai.app` subdomains
- Production tenants get `slug.moleculesai.app` (unchanged)
Verified in `molecule-controlplane/internal/provisioner/ec2.go` — the
provisioner calls `Tunnel.CreateTunnelDNS(ctx, slug, domain, tunnelID)`
during workspace provision, then records a `cf_dns` row in
`tenant_resources` with `type=CNAME` for symmetric create/delete audit.
Implications for staging:
- Staging tenants get `<slug>.staging.moleculesai.app` only **after** they
are provisioned through the staging control plane. The CNAME is
written as part of `Provision()`.
- Production tenants get `<slug>.moleculesai.app` the same way, against
the production CP.
- Pre-provision, an unknown slug returns **NXDOMAIN**. This is correct
behavior, not a regression — there is no wildcard to catch the lookup.
- Tests that hit a staging slug they have not provisioned themselves
will fail with `getaddrinfo ENOTFOUND` (Node) or `Name or service not
known` (curl). The fix is to provision your own slug against the
staging CP first; do not file this as an infrastructure bug.
The same model applies to both environments — the only difference is
the parent zone (`staging.moleculesai.app` vs `moleculesai.app`) and the
CP that writes the records.
### 6. EC2: staging tag

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@ -11,66 +11,66 @@ Entries are published daily at 23:50 UTC.
### ✨ New features
- **SaaS Federation v2 tutorial**: a clean, self-contained walkthrough for platform operators who want to run multi-tenant workspaces from a single control plane. Covers org onboarding via `POST /cp/orgs`, workspace provisioning per tenant, fleet inspection, quota controls, and suspension/teardown. (`molecule-core` [#1700](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1700))
- **External workspace quickstart**: a 5-minute guide to running any HTTP-speaking agent (Python, Node, Go, Rust) on your own machine and having it appear on the canvas alongside platform-provisioned agents. Covers tunnel setup, `POST /workspaces` registration, and a working echo agent. (`molecule-core` [#1760](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1760))
- **SaaS Federation v2 tutorial**: a clean, self-contained walkthrough for platform operators who want to run multi-tenant workspaces from a single control plane. Covers org onboarding via `POST /cp/orgs`, workspace provisioning per tenant, fleet inspection, quota controls, and suspension/teardown. (`molecule-core` [#1700](https://github.com/Molecule-AI/molecule-core/pull/1700))
- **External workspace quickstart**: a 5-minute guide to running any HTTP-speaking agent (Python, Node, Go, Rust) on your own machine and having it appear on the canvas alongside platform-provisioned agents. Covers tunnel setup, `POST /workspaces` registration, and a working echo agent. (`molecule-core` [#1760](https://github.com/Molecule-AI/molecule-core/pull/1760))
### 🔧 Fixes
- **SSRF guard in SaaS mode**: previously the SSRF protection was blocking all RFC-1918 private IP ranges (`10/8`, `172.16/12`, `192.168/16`) even in SaaS mode — this was a regression from the earlier SaaS-mode work. The fix wires up the `saasMode` flag correctly so private IPs are allowed in SaaS deployments (for internal service calls), while metadata ranges (`169.254/16`), CGNAT, loopback, and link-local remain blocked in every mode. IPv6 ULA (`fd00::/8`) handling is also now correct. (`molecule-core` [#1692](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1692))
- **PUT `/workspaces/:id/files/*path` on SaaS (EC2) workspaces**: fixed a 500 error (`docker not available`) that occurred when saving files from Canvas on SaaS workspaces. The handler now detects non-Docker workspaces via `workspaces.instance_id` and routes writes via EC2 Instance Connect (SSH-backed write with an ephemeral key pair) instead of trying to `docker cp`. (`molecule-core` [#1702](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1702))
- **SSRF guard in SaaS mode**: previously the SSRF protection was blocking all RFC-1918 private IP ranges (`10/8`, `172.16/12`, `192.168/16`) even in SaaS mode — this was a regression from the earlier SaaS-mode work. The fix wires up the `saasMode` flag correctly so private IPs are allowed in SaaS deployments (for internal service calls), while metadata ranges (`169.254/16`), CGNAT, loopback, and link-local remain blocked in every mode. IPv6 ULA (`fd00::/8`) handling is also now correct. (`molecule-core` [#1692](https://github.com/Molecule-AI/molecule-core/pull/1692))
- **PUT `/workspaces/:id/files/*path` on SaaS (EC2) workspaces**: fixed a 500 error (`docker not available`) that occurred when saving files from Canvas on SaaS workspaces. The handler now detects non-Docker workspaces via `workspaces.instance_id` and routes writes via EC2 Instance Connect (SSH-backed write with an ephemeral key pair) instead of trying to `docker cp`. (`molecule-core` [#1702](https://github.com/Molecule-AI/molecule-core/pull/1702))
### 📚 Docs
- **molecli shell completion**: tab completion for `molecule` CLI in bash, zsh, fish, and PowerShell — covers all subcommands and flags. (`docs` [#79](https://git.moleculesai.app/molecule-ai/docs/pull/79))
- **MCP server structured logging**: `LOG_LEVEL` env var, pino JSON output with AsyncLocalStorage context on every tool call. (`docs` [#78](https://git.moleculesai.app/molecule-ai/docs/pull/78))
- **molecli shell completion**: tab completion for `molecule` CLI in bash, zsh, fish, and PowerShell — covers all subcommands and flags. (`docs` [#79](https://github.com/Molecule-AI/docs/pull/79))
- **MCP server structured logging**: `LOG_LEVEL` env var, pino JSON output with AsyncLocalStorage context on every tool call. (`docs` [#78](https://github.com/Molecule-AI/docs/pull/78))
### 🧹 Internal
- SaaS Federation v2 tutorial published — clean rewrite of #1613, now with correct HTTP status codes, fleet metrics endpoint, and security model table (`molecule-core` [#1700](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1700)); Files API SSH-backed write path for SaaS EC2 workspaces — fixes 500 on PUT `/workspaces/:id/files/*path` for SaaS users (`molecule-core` [#1702](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1702)); Canvas create-workspace dialog now requires hermes runtime model (`molecule-core` [#1714](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1714)).
- EC2 Instance Connect SSH tutorial published (`molecule-core` [#1617](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1617)); AI agent org-scoped key credential model blog published (`molecule-core` [#1614](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1614)); Phase 30 Day 2 social package ready (`molecule-core` [#1662](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1662)).
- SaaS Federation v2 tutorial published — clean rewrite of #1613, now with correct HTTP status codes, fleet metrics endpoint, and security model table (`molecule-core` [#1700](https://github.com/Molecule-AI/molecule-core/pull/1700)); Files API SSH-backed write path for SaaS EC2 workspaces — fixes 500 on PUT `/workspaces/:id/files/*path` for SaaS users (`molecule-core` [#1702](https://github.com/Molecule-AI/molecule-core/pull/1702)); Canvas create-workspace dialog now requires hermes runtime model (`molecule-core` [#1714](https://github.com/Molecule-AI/molecule-core/pull/1714)).
- EC2 Instance Connect SSH tutorial published (`molecule-core` [#1617](https://github.com/Molecule-AI/molecule-core/pull/1617)); AI agent org-scoped key credential model blog published (`molecule-core` [#1614](https://github.com/Molecule-AI/molecule-core/pull/1614)); Phase 30 Day 2 social package ready (`molecule-core` [#1662](https://github.com/Molecule-AI/molecule-core/pull/1662)).
### 🌅 Late-day updates (17:3023:50 UTC)
#### 🔒 Security
- **Cross-tenant memory poisoning fix** (`molecule-core` [#1791](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1791)): fixes a bug where `commit_memory` with `scope=TEAM` could write to a sibling workspace's memory store under high concurrency. `commit_memory` now validates `target_workspace_id` against the caller's known peer set before any write.
- **CWE-78 shell injection hardening** (`molecule-core` [#1885](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1885)): `shellQuote` now uses `strconv.Quote` for all shell-delimited paths in the EC2 Instance Connect and bastion SSH paths. Defense-in-depth layer hardened; primary protection remains path-validation logic upstream.
- **Cross-tenant memory poisoning fix** (`molecule-core` [#1791](https://github.com/Molecule-AI/molecule-core/pull/1791)): fixes a bug where `commit_memory` with `scope=TEAM` could write to a sibling workspace's memory store under high concurrency. `commit_memory` now validates `target_workspace_id` against the caller's known peer set before any write.
- **CWE-78 shell injection hardening** (`molecule-core` [#1885](https://github.com/Molecule-AI/molecule-core/pull/1885)): `shellQuote` now uses `strconv.Quote` for all shell-delimited paths in the EC2 Instance Connect and bastion SSH paths. Defense-in-depth layer hardened; primary protection remains path-validation logic upstream.
#### ✨ New features
- **A2A priority queue — Phase 1** (`molecule-core` [#1892](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1892)): task dispatch now supports a `priority` field (`low` / `normal` / `high` / `urgent`). High/urgent tasks bypass the normal FIFO queue and are dispatched immediately. Phase 2 (priority inversion deadlock prevention) on the roadmap.
- **A2A priority queue — Phase 1** (`molecule-core` [#1892](https://github.com/Molecule-AI/molecule-core/pull/1892)): task dispatch now supports a `priority` field (`low` / `normal` / `high` / `urgent`). High/urgent tasks bypass the normal FIFO queue and are dispatched immediately. Phase 2 (priority inversion deadlock prevention) on the roadmap.
#### 🔧 Fixes
- **A2A queue nil-safe drain** (`molecule-core` [#1893](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1893), [#1896](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1896)): `DequeueTask` no longer panics when the in-memory queue map is uninitialized — graceful empty-result returned instead.
- **Workspaces stuck in `provisioning` after失败** (`molecule-core` [#1794](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1794)): provisioner now transitions workspaces to `failed` state with a descriptive error message instead of leaving them orphaned in `provisioning`.
- **Dedup settings hooks double-fire** (`molecule-core` [#1797](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1797)): the `dedup_settings_hooks` registry now correctly unsubscribes after one fire — eliminates the 34× duplicate hook execution observed in CI.
- **Semantic memory search returning stale results** (`molecule-core` [#1778](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1778)): pgvector index now refreshes synchronously on `commit_memory` write instead of on a 5-minute background cycle.
- **pgvector migration race in E2E CI** (`molecule-core` [#1777](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1777)): `CREATE EXTENSION` wrapped in `IF NOT EXISTS` inside a `DO` block — eliminates E2E CI flakiness on fresh DB spin-up.
- **EC2 Instance Connect endpoint not found in us-west-2** (`molecule-core` [#1779](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1779)): Instance Connect endpoint SDK call now falls back gracefully to direct SSM session when the EIC endpoint is unavailable in a region.
- **Canvas topology overlay edge labels clipped** (`molecule-core` [#1802](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1802)): SVG edge labels now respect viewport bounds; labels that would render off-screen are repositioned.
- **Audit trail panel not loading for large workspaces** (`molecule-core` [#1854](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1854)): audit log fetch now uses cursor-based pagination (100 events per page) instead of returning all events at once.
- **Hermes `response_format` not forwarded to MiniMax** (`molecule-core` [#1861](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1861)): `response_format=json_schema` now propagates through the model config passthrough for hermes/MiniMax-M2.7-highspeed workspaces.
- **Memory Inspector panel memory leak** (`molecule-core` [#1871](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1871)): `useMemoryStore` hook now correctly cancels the SSE subscription on panel unmount.
- **Token revocation cache stale-read window** (`molecule-core` [#1888](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1888)): revoked-token invalidation now propagates within 5 s (down from 60 s) — closes the window where a revoked token could still authenticate.
- **TenantGuard same-origin bypass (regression)** (`molecule-core` [#1898](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1898)): fixes a regression introduced in the Phase 33 cloudflare-removal change that re-opened the TenantGuard same-origin bypass for EC2 tenant Canvas deployments.
- **A2A queue nil-safe drain** (`molecule-core` [#1893](https://github.com/Molecule-AI/molecule-core/pull/1893), [#1896](https://github.com/Molecule-AI/molecule-core/pull/1896)): `DequeueTask` no longer panics when the in-memory queue map is uninitialized — graceful empty-result returned instead.
- **Workspaces stuck in `provisioning` after失败** (`molecule-core` [#1794](https://github.com/Molecule-AI/molecule-core/pull/1794)): provisioner now transitions workspaces to `failed` state with a descriptive error message instead of leaving them orphaned in `provisioning`.
- **Dedup settings hooks double-fire** (`molecule-core` [#1797](https://github.com/Molecule-AI/molecule-core/pull/1797)): the `dedup_settings_hooks` registry now correctly unsubscribes after one fire — eliminates the 34× duplicate hook execution observed in CI.
- **Semantic memory search returning stale results** (`molecule-core` [#1778](https://github.com/Molecule-AI/molecule-core/pull/1778)): pgvector index now refreshes synchronously on `commit_memory` write instead of on a 5-minute background cycle.
- **pgvector migration race in E2E CI** (`molecule-core` [#1777](https://github.com/Molecule-AI/molecule-core/pull/1777)): `CREATE EXTENSION` wrapped in `IF NOT EXISTS` inside a `DO` block — eliminates E2E CI flakiness on fresh DB spin-up.
- **EC2 Instance Connect endpoint not found in us-west-2** (`molecule-core` [#1779](https://github.com/Molecule-AI/molecule-core/pull/1779)): Instance Connect endpoint SDK call now falls back gracefully to direct SSM session when the EIC endpoint is unavailable in a region.
- **Canvas topology overlay edge labels clipped** (`molecule-core` [#1802](https://github.com/Molecule-AI/molecule-core/pull/1802)): SVG edge labels now respect viewport bounds; labels that would render off-screen are repositioned.
- **Audit trail panel not loading for large workspaces** (`molecule-core` [#1854](https://github.com/Molecule-AI/molecule-core/pull/1854)): audit log fetch now uses cursor-based pagination (100 events per page) instead of returning all events at once.
- **Hermes `response_format` not forwarded to MiniMax** (`molecule-core` [#1861](https://github.com/Molecule-AI/molecule-core/pull/1861)): `response_format=json_schema` now propagates through the model config passthrough for hermes/MiniMax-M2.7-highspeed workspaces.
- **Memory Inspector panel memory leak** (`molecule-core` [#1871](https://github.com/Molecule-AI/molecule-core/pull/1871)): `useMemoryStore` hook now correctly cancels the SSE subscription on panel unmount.
- **Token revocation cache stale-read window** (`molecule-core` [#1888](https://github.com/Molecule-AI/molecule-core/pull/1888)): revoked-token invalidation now propagates within 5 s (down from 60 s) — closes the window where a revoked token could still authenticate.
- **TenantGuard same-origin bypass (regression)** (`molecule-core` [#1898](https://github.com/Molecule-AI/molecule-core/pull/1898)): fixes a regression introduced in the Phase 33 cloudflare-removal change that re-opened the TenantGuard same-origin bypass for EC2 tenant Canvas deployments.
#### 📚 Docs
- **Chrome DevTools MCP tutorial** (`docs` [#1798](https://git.moleculesai.app/molecule-ai/docs/pull/1798)): hands-on guide for debugging Molecule AI agents in-browser using Chrome's built-in MCP inspector.
- **Phase 34 launch page** (`docs` [#1799](https://git.moleculesai.app/molecule-ai/docs/pull/1799)): public-facing launch collateral for GA scheduled 2026-04-30.
- **Tool Trace demo environment** (`docs` [#1844](https://git.moleculesai.app/molecule-ai/docs/pull/1844)): interactive demo showing the tool trace inspector in action, with sample run data.
- **Enterprise battlecard** (`docs` [#1864](https://git.moleculesai.app/molecule-ai/docs/pull/1864)): competitive positioning doc for sales and enterprise evaluation teams.
- **Chrome DevTools MCP tutorial** (`docs` [#1798](https://github.com/Molecule-AI/docs/pull/1798)): hands-on guide for debugging Molecule AI agents in-browser using Chrome's built-in MCP inspector.
- **Phase 34 launch page** (`docs` [#1799](https://github.com/Molecule-AI/docs/pull/1799)): public-facing launch collateral for GA scheduled 2026-04-30.
- **Tool Trace demo environment** (`docs` [#1844](https://github.com/Molecule-AI/docs/pull/1844)): interactive demo showing the tool trace inspector in action, with sample run data.
- **Enterprise battlecard** (`docs` [#1864](https://github.com/Molecule-AI/docs/pull/1864)): competitive positioning doc for sales and enterprise evaluation teams.
#### 🧹 Internal
- `a2a-sdk` hot-pinned to `0.3.x` across all workspace template repos (`molecule-core` [#1890](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1890)); SDK upgrade path documented in `KI-009` (`internal` [#1631](https://git.moleculesai.app/molecule-ai/internal/issues/1631)).
- `a2a-sdk` hot-pinned to `0.3.x` across all workspace template repos (`molecule-core` [#1890](https://github.com/Molecule-AI/molecule-core/pull/1890)); SDK upgrade path documented in `KI-009` (`internal` [#1631](https://github.com/Molecule-AI/internal/issues/1631)).
- Phase 34 CI matrix expanded to cover Node 22 and Go 1.24 (`molecule-ci`).
#### 🔧 Runtime fixes
- **Heartbeat 401 retry** (`molecule-ai-workspace-runtime` [#40](https://git.moleculesai.app/molecule-ai/molecule-ai-workspace-runtime/pull/40)): heartbeat worker now retries with fresh token on 401 before declaring the workspace unreachable — eliminates false `disconnected` status during token rotation.
- **LLM token auto-detect** (`molecule-ai-workspace-runtime` [#38](https://git.moleculesai.app/molecule-ai/molecule-ai-workspace-runtime/pull/38)): hermes runtime now auto-detects `max_tokens` from model context window and request timeout when not explicitly configured.
- **Heartbeat 401 retry** (`molecule-ai-workspace-runtime` [#40](https://github.com/Molecule-AI/molecule-ai-workspace-runtime/pull/40)): heartbeat worker now retries with fresh token on 401 before declaring the workspace unreachable — eliminates false `disconnected` status during token rotation.
- **LLM token auto-detect** (`molecule-ai-workspace-runtime` [#38](https://github.com/Molecule-AI/molecule-ai-workspace-runtime/pull/38)): hermes runtime now auto-detects `max_tokens` from model context window and request timeout when not explicitly configured.
---
@ -84,7 +84,7 @@ Customer selects `model=minimax/MiniMax-M2.7-highspeed` in Canvas → the model
API key now propagate correctly into the runtime environment instead of being dropped
on the floor at provisioning time. Works for hermes workspaces in both hosted SaaS
and self-hosted EC2 deployments.
(`molecule-core` [#1685](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1685))
(`molecule-core` [#1685](https://github.com/Molecule-AI/molecule-core/pull/1685))
#### EC2 Instance Connect Endpoint — one-click shell from Canvas
Canvas Terminal tab now uses AWS EC2 Instance Connect Endpoint to open a PTY inside
@ -92,7 +92,7 @@ any workspace EC2 instance — no SSH keys to manage, no IP to copy, no security
rules to configure. IAM policy gates access, STS pushes a short-lived key that
auto-expires, and every tunnel open is recorded in CloudTrail.
See the [EC2 Instance Connect guide](/docs/infra/workspace-terminal).
(`molecule-core` [#1554](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1554))
(`molecule-core` [#1554](https://github.com/Molecule-AI/molecule-core/pull/1554))
#### Phase 33 — Cloudflare Tunnel replaced with direct-connect public IPs
Cloud-hosted workspaces no longer route through `cloudflared`. Each workspace gets
@ -101,32 +101,32 @@ TLS on port 443. Reduces latency by ~2040 ms (region-dependent), removes the
Cloudflare egress cost dependency, and enables direct `curl` debugging without
the tunnel path.
See the [migration blog post](/blog/cloudflare-tunnel-migration).
(`molecule-core` [#1612](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1612))
(`molecule-core` [#1612](https://github.com/Molecule-AI/molecule-core/pull/1612))
### 🔒 Security
- **F1085 deleteViaEphemeral**: `rm` scope restricted to `/configs` volume only —
prevents deletion of application code or workspace files if the exec form is
exploited. Applied to both `main` and `staging`. (`molecule-core` [#1682](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1682), [#1616](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1616))
exploited. Applied to both `main` and `staging`. (`molecule-core` [#1682](https://github.com/Molecule-AI/molecule-core/pull/1682), [#1616](https://github.com/Molecule-AI/molecule-core/pull/1616))
### 🔧 Fixes
- Canvas now fetches the runtime and model dropdown from the `/templates` registry
at load time — runtime list stays current without code deploys. (`molecule-core` [#1666](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1666))
at load time — runtime list stays current without code deploys. (`molecule-core` [#1666](https://github.com/Molecule-AI/molecule-core/pull/1666))
- Canvas accessibility: `aria-hidden` correctly applied to decorative SVGs;
`MissingKeysModal` now uses correct dialog semantics and manages focus. (`molecule-core` [#1594](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1594))
`MissingKeysModal` now uses correct dialog semantics and manages focus. (`molecule-core` [#1594](https://github.com/Molecule-AI/molecule-core/pull/1594))
- Provisioner pulls workspace template images from GHCR instead of Docker Hub
for faster cold starts and reduced third-party dependency. (`molecule-core` [#1624](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1624))
for faster cold starts and reduced third-party dependency. (`molecule-core` [#1624](https://github.com/Molecule-AI/molecule-core/pull/1624))
- Shared runtime heartbeat no longer leaves workspaces in a phantom-busy state after
task completion. (`molecule-ai-workspace-runtime` [#37](https://git.moleculesai.app/molecule-ai/molecule-ai-workspace-runtime/pull/37))
task completion. (`molecule-ai-workspace-runtime` [#37](https://github.com/Molecule-AI/molecule-ai-workspace-runtime/pull/37))
### 📚 Docs
- **MCP server structured logging**: `LOG_LEVEL` env var (`trace`/`debug`/`info`/`warn`/`error`/`fatal`),
pino JSON output in production, pretty-print in development, AsyncLocalStorage
context on every log entry (tool name, request ID, workspace ID). (`docs` [#78](https://git.moleculesai.app/molecule-ai/docs/pull/78))
context on every log entry (tool name, request ID, workspace ID). (`docs` [#78](https://github.com/Molecule-AI/docs/pull/78))
- **molecli shell completion**: tab completion for `molecule` CLI in bash, zsh, fish,
and PowerShell — covers all subcommands and flags. (`docs` [#79](https://git.moleculesai.app/molecule-ai/docs/pull/79))
and PowerShell — covers all subcommands and flags. (`docs` [#79](https://github.com/Molecule-AI/docs/pull/79))
### 🧹 Internal

View File

@ -21,6 +21,17 @@ register and heartbeat by hand. Use it when your agent can't run an MCP
stdio server.
</Callout>
## Pick the right path
| Your agent runs as | Best path | Why |
|---|---|---|
| **An MCP-aware runtime** (Claude Code, Hermes, OpenCode, Cursor, Cline) | [Bring Your Own Runtime (MCP)](/docs/runtime-mcp) | Universal `molecule-mcp` wheel — no HTTP server, no tunnel. |
| **A Claude Code session on your laptop** | [Claude Code Channel Plugin](/docs/guides/claude-code-channel-plugin) | Polling-based; no tunnel/public URL needed. Set up in under a minute. |
| Any HTTP server with a public URL | The flow on this page (or the [Python SDK guide](/docs/guides/external-agent-registration)) | Push-based; lower latency; works for any A2A-compatible HTTP endpoint. |
| A custom A2A server you wrote yourself | The flow on this page | Direct register + heartbeat + handler. |
The rest of this doc covers the third + fourth rows. For Claude Code or other MCP runtimes, follow the linked guides.
## Prerequisites
- A running Molecule AI platform (default `http://localhost:8080`)

View File

@ -0,0 +1,222 @@
---
title: "Claude Code Channel Plugin — Connect a Claude Code Session as an External Workspace"
description: "Bridge Molecule A2A traffic into a running Claude Code session via MCP. Polling-based, no tunnel required. The fastest path for laptop-launched Claude Code sessions to participate in your Molecule canvas."
---
# Claude Code Channel Plugin
Run [Claude Code](https://claude.com/claude-code) on your laptop and have it appear on the Molecule AI canvas as a first-class external workspace. Inbound A2A messages from peer workspaces surface as conversation turns; replies route back through Molecule's A2A endpoints.
> **What this is:** [`Molecule-AI/molecule-mcp-claude-channel`](https://github.com/Molecule-AI/molecule-mcp-claude-channel) — an MCP-based "channel plugin" that turns a Claude Code session into a Molecule workspace.
> **What this is NOT:** the [Python SDK / curl register flow](/docs/guides/external-agent-registration) for arbitrary HTTP-speaking agents. That flow needs a public URL the platform can POST to. This one polls — runs on any laptop behind any NAT.
---
## What you get
```
Molecule peer ──A2A──▶ [your workspace] ──poll──▶ [plugin] ──MCP notification──▶ Claude Code
▲ │
└────── POST /workspaces/:id/a2a ◄── reply_to_workspace ──┘
```
| Property | Value |
|---|---|
| **Inbound latency** | up to `MOLECULE_POLL_INTERVAL_MS` (default 5s) |
| **Outbound latency** | direct POST — sub-second |
| **Tunnel / public URL** | not required |
| **Auth model** | per-workspace bearer token (same as Python SDK) |
| **Multi-workspace** | yes, comma-separated list |
---
## Prerequisites
| You need | Notes |
|---|---|
| A Molecule AI tenant | Self-hosted localhost or your `*.staging.moleculesai.app` SaaS tenant |
| One or more workspace IDs | Created via canvas or `POST /workspaces` (see [External Agent Registration](/docs/guides/external-agent-registration)) |
| The workspace bearer token | Shown once when the workspace is created — save it from the canvas modal |
| Claude Code | `claude` CLI ≥ the version that supports `--channels` |
| `bun` | The plugin runs under bun for fast startup; `bun install` is invoked automatically by `start` |
> **Note:** The platform must be running molecule-core ≥ PR #2300, which shipped the `?since_secs=` query parameter on `GET /workspaces/:id/activity`. Available on all staging-onward and self-hosted main builds after 2026-04-29.
---
## Step 1 — Create the workspace
In your Molecule canvas:
1. Click **+ New workspace**
2. Choose **External** runtime
3. Set tier as needed; click **Create**
4. The "Connect your external agent" modal opens — switch to the **Claude Code** tab
5. Copy the entire snippet (everything from the `mkdir -p` line through `claude --channels ...`)
Or via API:
```bash
curl -X POST "$MOLECULE_PLATFORM_URL/workspaces" \
-H "Content-Type: application/json" \
-d '{"name": "My Claude Code", "external": true, "tier": 2}'
```
The response includes `claude_code_channel_snippet` — same content as the canvas tab, ready to paste.
## Step 2 — Set up the channel config
Run the snippet from Step 1. It does two things:
```bash
mkdir -p ~/.claude/channels/molecule
cat > ~/.claude/channels/molecule/.env <<'EOF'
MOLECULE_PLATFORM_URL=https://your-tenant.staging.moleculesai.app
MOLECULE_WORKSPACE_IDS=ws-uuid-1
MOLECULE_WORKSPACE_TOKENS=<paste auth_token from create response>
EOF
chmod 600 ~/.claude/channels/molecule/.env
```
Replace the token placeholder with the workspace bearer from Step 1.
## Step 3 — Launch Claude Code
```bash
claude --channels plugin:molecule@Molecule-AI/molecule-mcp-claude-channel
```
You should see on stderr (use `--debug` to surface):
```
molecule channel: connected — watching 1 workspace(s) at https://your-tenant.staging.moleculesai.app
workspaces: ws-uuid-1
poll: every 5000ms with 30s window
```
That's it — the workspace is live on the canvas with a purple **REMOTE** badge, and any A2A traffic the workspace receives surfaces as conversation turns in your Claude Code session.
---
## How replies work
When a peer's message lands in your session, you'll see a turn with structured metadata:
```json
{
"method": "notifications/claude/channel",
"params": {
"content": "Hey, can you take a look at this? <issue body>",
"meta": {
"source": "molecule",
"workspace_id": "ws-uuid-1",
"peer_id": "ws-uuid-pm-coordinator",
"method": "user_message",
"activity_id": "act-...",
"ts": "2026-04-29T..."
}
}
}
```
Reply normally — Claude calls the `reply_to_workspace` MCP tool with `peer_id` from the meta block, and the response flows back through `POST /workspaces/:peer_id/a2a` so peers see it just like any other A2A message.
---
## Multi-workspace setup
Watch multiple workspaces from a single Claude Code session by comma-separating the lists. Both must have the same length and order:
```bash
MOLECULE_WORKSPACE_IDS=ws-pm,ws-researcher,ws-engineer
MOLECULE_WORKSPACE_TOKENS=tok-pm,tok-researcher,tok-engineer
```
When Claude replies, the `reply_to_workspace` tool requires `workspace_id` (which of the watched workspaces to reply AS) explicitly. With a single workspace it's implicit.
---
## Configuration reference
| Variable | Default | Purpose |
|---|---|---|
| `MOLECULE_PLATFORM_URL` | (required) | Tenant base URL (no trailing slash) |
| `MOLECULE_WORKSPACE_IDS` | (required) | Comma-separated workspace UUIDs to watch |
| `MOLECULE_WORKSPACE_TOKENS` | (required) | Comma-separated bearer tokens, **same order as IDs** |
| `MOLECULE_POLL_INTERVAL_MS` | `5000` | How often each workspace is polled (ms) |
| `MOLECULE_POLL_WINDOW_SECS` | `30` | `since_secs` window per poll. Wider than interval to recover from missed ticks |
| `MOLECULE_STATE_DIR` | `~/.claude/channels/molecule` | Override state directory (testing) |
---
## Architecture notes
### Why polling instead of push?
The [Python SDK external-agent flow](/docs/guides/external-agent-registration) uses **push**: register an inbound URL, platform POSTs A2A to that URL. Lower latency but requires a tunnel (ngrok / Cloudflare) or static IP — non-trivial for laptop sessions.
This plugin uses **polling** as the default because it works through every NAT/firewall with zero infra. Cost: up to `MOLECULE_POLL_INTERVAL_MS` of inbound latency. For production setups where lower latency matters, push mode is on the v0.2 roadmap.
### Why the 30s window over a 5s interval?
A single missed tick (transient network blip, GC pause, laptop sleep) shouldn't lose messages. The plugin re-fetches the last 30 seconds on every poll and dedups by `activity_id`, so 25 seconds of overlap is the recovery margin. Increase `MOLECULE_POLL_WINDOW_SECS` for noisier networks.
### Singleton lock
Only one channel server runs per host — multiple instances would race the dedup state and double-deliver. The plugin maintains a PID file at `~/.claude/channels/molecule/bot.pid` and on startup kills any stale predecessor. This mirrors the [`@claude-plugins-official/telegram`](https://github.com/anthropics/claude-plugins-official/tree/main/plugins/telegram) pattern.
---
## Troubleshooting
### "molecule channel: required config missing"
The plugin started before you filled in `.env`. Re-run the snippet from Step 2, then re-launch Claude Code.
### "molecule channel: poll `<ws-id>` returned 401"
Bearer token mismatch. Two common causes:
- The token in `MOLECULE_WORKSPACE_TOKENS` doesn't match the workspace whose ID is in the corresponding position of `MOLECULE_WORKSPACE_IDS`. Verify same-order pairing.
- The workspace was rotated and the token was revoked. Generate a new token from the canvas Settings tab (or `POST /admin/workspaces/:id/tokens`).
### "molecule channel: poll `<ws-id>` returned 404"
Either the workspace doesn't exist or the `MOLECULE_PLATFORM_URL` is wrong. Confirm:
```bash
curl -fsS "$MOLECULE_PLATFORM_URL/workspaces/$WS_ID" \
-H "Authorization: Bearer $WS_TOKEN" | jq '.workspace.id'
```
### A2A messages aren't surfacing
Check that the watched workspace is actually receiving them — the plugin only pulls `activity_logs` rows whose `activity_type = a2a_receive`. If peers aren't sending to this workspace, there's nothing to surface. Verify with:
```bash
curl -fsS "$MOLECULE_PLATFORM_URL/workspaces/$WS_ID/activity?type=a2a_receive&limit=10" \
-H "Authorization: Bearer $WS_TOKEN" | jq
```
If that returns events but Claude doesn't see them, file an issue at [`Molecule-AI/molecule-mcp-claude-channel`](https://github.com/Molecule-AI/molecule-mcp-claude-channel/issues) with the workspace_id + sample event.
---
## Limitations (v0.1)
- **Polling-only inbound.** No push mode yet; latency floor is `MOLECULE_POLL_INTERVAL_MS`.
- **No pairing flow.** Tokens are configured manually via `.env`; no canvas-side approval handshake.
- **No file-attachment download.** URLs surface in the meta block; the host fetches on-demand.
- **No outbound channel-init.** The plugin only sends replies (in response to inbound A2A); starting a fresh A2A conversation initiated FROM the Claude Code side requires a future `start_workspace_chat` tool.
Track the v0.2 roadmap on the [plugin repo's README](https://github.com/Molecule-AI/molecule-mcp-claude-channel#limitations-v01).
---
## See also
- [External Agent Registration](/docs/guides/external-agent-registration) — full A2A wire-shape reference + Python SDK + curl flow
- [External Workspace Quickstart](/docs/guides/external-workspace-quickstart) — 5-min guide for any HTTP-speaking agent
- [Remote Workspaces FAQ](/docs/guides/remote-workspaces-faq) — production hardening notes
- [`Molecule-AI/molecule-mcp-claude-channel`](https://github.com/Molecule-AI/molecule-mcp-claude-channel) — plugin source code, issues, v0.2 roadmap

View File

@ -9,6 +9,8 @@ Run an agent on your laptop, a home server, a cloud VM, or any machine with inte
> **Looking for the operator-focused reference?** See [External Agent Registration](/docs/guides/external-agent-registration) for full capability + auth details, or [Remote Workspaces FAQ](/docs/guides/remote-workspaces-faq) for hardening + production notes. This doc is the fast path.
> **Running Claude Code on your laptop?** Skip this guide — use the [Claude Code Channel Plugin](/docs/guides/claude-code-channel-plugin) instead. It's polling-based and needs no tunnel, so your laptop session shows up on the canvas in under a minute.
---
## What is an "external workspace"?
@ -158,7 +160,7 @@ The `id` field is your workspace ID — remember it.
|---|---|
| "Failed to send message — agent may be unreachable" | The tenant couldn't POST to your URL. Verify `curl https://<your-tunnel>/health` returns 200 from another machine. |
| Response takes > 30s | Canvas times out around 30s. Keep initial implementations simple. For long-running work, return a placeholder and use [polling mode](#next-step-polling-mode-preview) (once available). |
| Agent duplicated in chat | Known canvas bug where WebSocket + HTTP responses both render. Fixed in [molecule-core #1517](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1517). |
| Agent duplicated in chat | Known canvas bug where WebSocket + HTTP responses both render. Fixed in [molecule-core #1517](https://github.com/Molecule-AI/molecule-core/pull/1517). |
| Agent replies but canvas shows "Agent unreachable" | Check the tenant can reach your URL. Cloudflare quick tunnels rotate — the URL in your canvas may point at a dead tunnel after restart. |
| Getting 404 when POSTing to tenant | Add `X-Molecule-Org-Id` header. The tenant's security layer 404s unmatched origin requests by design. |
@ -220,7 +222,7 @@ Push mode (this guide) works today but requires an inbound-reachable URL — whi
Your agent makes only outbound HTTPS calls to the platform, pulling messages from an inbox queue and posting replies back. Works behind any NAT/firewall, tolerates offline laptops, no tunnel needed.
See the [design doc](https://git.moleculesai.app/molecule-ai/internal/src/branch/main/product/external-workspaces-polling.md) (internal) and the implementation tracking issue (search `polling+mode` on the [molecule-core issue tracker](https://git.moleculesai.app/molecule-ai/molecule-core/issues)).
See the [design doc](https://github.com/Molecule-AI/internal/blob/main/product/external-workspaces-polling.md) (internal) and [implementation tracking issue](https://github.com/Molecule-AI/molecule-core/issues?q=polling+mode) once opened.
---
@ -260,11 +262,11 @@ If all four pass and canvas still shows your agent as unreachable, see the [remo
## Feedback
This is a new path. Tell us what broke:
- Open an issue: https://git.moleculesai.app/molecule-ai/molecule-core/issues/new?labels=external-workspace
- Open an issue: https://github.com/Molecule-AI/molecule-core/issues/new?labels=external-workspace
- Submit a PR improving this doc if something tripped you up — the faster we can make the quickstart, the more developers we bring in
---
*Last updated 2026-04-23*
(`molecule-core` [#1760](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1760))
(`molecule-core` [#1760](https://github.com/Molecule-AI/molecule-core/pull/1760))

View File

@ -78,7 +78,7 @@ Every log entry automatically includes MCP request context (tool name, request I
Set `LOG_LEVEL=debug` (level 20) to trace all tool calls and request IDs. Set `LOG_LEVEL=error` (level 50) in CI to suppress informational output.
See [`molecule-mcp-server` PR #6](https://git.moleculesai.app/molecule-ai/molecule-mcp-server/pull/6) for implementation details.
See [`molecule-mcp-server` PR #6](https://github.com/Molecule-AI/molecule-mcp-server/pull/6) for implementation details.
## Tool Reference

View File

@ -90,4 +90,4 @@ molecule completion [bash|zsh|fish|powershell]
- `fish` — Fish shell completions (~/.config/fish/completions)
- `powershell` — PowerShell completions ($PROFILE)
See [`molecule-cli` PR #5](https://git.moleculesai.app/molecule-ai/molecule-cli/pull/5) for implementation details.
See [`molecule-cli` PR #5](https://github.com/Molecule-AI/molecule-cli/pull/5) for implementation details.

View File

@ -148,5 +148,5 @@ The agent appears on the canvas with a **purple REMOTE badge** within seconds. F
## Next Steps
- **[External Agent Registration Guide →](/docs/guides/external-agent-registration)** — full endpoint reference, Python + Node.js examples, troubleshooting
- **[molecule-sdk-python →](https://git.moleculesai.app/molecule-ai/molecule-sdk-python)** — SDK source, `RemoteAgentClient` API docs
- **[SDK Examples →](https://git.moleculesai.app/molecule-ai/molecule-sdk-python/src/branch/main/examples/remote-agent)** — `run.py` demo script, annotated walkthrough
- **[molecule-sdk-python →](https://github.com/Molecule-AI/molecule-sdk-python)** — SDK source, `RemoteAgentClient` API docs
- **[SDK Examples →](https://github.com/Molecule-AI/molecule-sdk-python/tree/main/examples/remote-agent)** — `run.py` demo script, annotated walkthrough

View File

@ -65,7 +65,7 @@ molecule skills install arxiv-research --from community
Community skills are reviewed by the Molecule AI team before being
listed. Submit a skill for review by opening a PR against
`molecule-ai/skills` (repo location TBD post-2026-05-06 GitHub-org-suspension; check the [internal issue tracker](https://git.moleculesai.app/molecule-ai/internal/issues) for the canonical submission path).
[`molecule-ai/skills`](https://github.com/Molecule-AI/skills).
## Installing via config.yaml
@ -171,7 +171,7 @@ molecule skills bundle my-custom-skill --output ./org-templates/my-role/
```
**Publishing to the community:** Open a PR against
`molecule-ai/skills` (repo location TBD post-2026-05-06 GitHub-org-suspension; check the [internal issue tracker](https://git.moleculesai.app/molecule-ai/internal/issues) for the canonical submission path) with a
[`molecule-ai/skills`](https://github.com/Molecule-AI/skills) with a
complete skill package. Community skills are reviewed for security and
correctness before listing.

View File

@ -339,7 +339,7 @@ If you are routing a Gemini model through a key that triggers the compat shim (e
- [Concepts — Workspaces](/docs/concepts#workspaces)
- [API Reference — POST /workspaces](/docs/api-reference#post-workspaces)
- [Google ADK Runtime](/docs/google-adk) — Gemini-native alternative to Hermes for ADK-first workflows
- PR #240: [Phase 2a — native Anthropic dispatch](https://git.moleculesai.app/molecule-ai/molecule-core/pull/240)
- PR #255: [Phase 2b — native Gemini dispatch](https://git.moleculesai.app/molecule-ai/molecule-core/pull/255)
- PR #267: [Phase 2c — multi-turn history on all paths](https://git.moleculesai.app/molecule-ai/molecule-core/pull/267)
- Issue [#513](https://git.moleculesai.app/molecule-ai/molecule-core/issues/513)
- PR #240: [Phase 2a — native Anthropic dispatch](https://github.com/Molecule-AI/molecule-core/pull/240)
- PR #255: [Phase 2b — native Gemini dispatch](https://github.com/Molecule-AI/molecule-core/pull/255)
- PR #267: [Phase 2c — multi-turn history on all paths](https://github.com/Molecule-AI/molecule-core/pull/267)
- Issue [#513](https://github.com/Molecule-AI/molecule-core/issues/513)

View File

@ -165,14 +165,14 @@ ticket if a future revival of this BFG procedure is needed.
**Step 2 — Clean origin/main:**
```bash
git clone --mirror https://git.moleculesai.app/molecule-ai/molecule-core /tmp/molecule-main-mirror
git clone --mirror https://github.com/Molecule-AI/molecule-core /tmp/molecule-main-mirror
java -jar bfgr.jar --replace-text creds.txt --rewrite-not-committed-by-oss --no-blob-protection /tmp/molecule-main-mirror
cd /tmp/molecule-main-mirror && git push --mirror
```
**Step 3 — Clean origin/staging:**
```bash
git clone --mirror https://git.moleculesai.app/molecule-ai/molecule-core /tmp/molecule-staging-mirror
git clone --mirror https://github.com/Molecule-AI/molecule-core /tmp/molecule-staging-mirror
java -jar bfgr.jar --replace-text creds.txt --rewrite-not-committed-by-oss --no-blob-protection /tmp/molecule-staging-mirror
cd /tmp/molecule-staging-mirror && git push --mirror
```
@ -584,7 +584,7 @@ Core-BE — delegated to Dev Lead (A2A failed). Core-BE sub-team: please pick up
### Fix PR
[PR #1336](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1336) filed — `fix(orchestrator): fail-fast if WORKSPACE_ID env var is unset/empty`. Targets staging. Labels: bug, needs-work, area:backend-engineer, area:dev-lead.
[PR #1336](https://github.com/Molecule-AI/molecule-core/pull/1336) filed — `fix(orchestrator): fail-fast if WORKSPACE_ID env var is unset/empty`. Targets staging. Labels: bug, needs-work, area:backend-engineer, area:dev-lead.
---

View File

@ -0,0 +1,166 @@
---
title: Marketplace
description: A tiered library of plugins, agents, and bundles you can mount into any Molecule workspace.
---
## Overview
The Molecule **Marketplace** is the distribution surface for reusable agent
infrastructure. It surfaces three tiers of artifacts — from a single MCP
plugin to a full team topology — and the same governance, memory, and audit
substrate runs underneath each one.
You browse and install via the Marketplace UI at
[`https://moleculesai.app`](https://moleculesai.app), or pin entries from
your `workspace.yaml` for reproducible deployments.
---
## Three Tiers
| Tier | Name | Granularity | Mount as |
|------|------|-------------|----------|
| **L1** | Plugins | A single MCP server / tool pack | Tool capability on an agent or workspace |
| **L2** | Agents | A prebuilt single-agent skill (prompts + tools + policy) | Workspace member |
| **L3** | Bundles | A full team topology (root + children with their own scopes) | Workspace |
The tier model is intentionally additive — an L3 Bundle is composed of L2
Agents, which in turn use L1 Plugins. Forking a Bundle gives you the lineage
to swap any constituent piece without rewiring the operating model.
### L1 — Plugins
Plugins are MCP servers or agentskills.io packs. Examples:
- `postgres` — read/write Postgres with role-scoped credentials
- `slack` — post and search Slack with workspace-scoped tokens
- `linear` — create / triage / comment on Linear issues
- `gh-actions` — query and dispatch GitHub Actions runs
- `sentry` — read incident timeline, ack alerts
Plugins follow the [two-axis source/shape model](/docs/plugins) and install
from either a curated `local://` source or a pinned `github://owner/repo#tag`.
### L2 — Agents
Agents are single-purpose skills mounted as a workspace member. They ship with:
- A **system prompt** baked in
- A **tool manifest** specifying which L1 plugins they require
- A **policy** declaring scope reads/writes and approval requirements
Examples:
- `code-reviewer` — five-axis review, posts inline comments via `gh-actions`
- `oncall-triager` — reads Sentry, drafts a runbook step, requests approval before paging
- `churn-analyst` — periodic Postgres + Stripe rollup, posts a weekly Slack summary
Mount an agent via the workspace UI or `workspace.yaml`:
```yaml
members:
- kind: agent
source: marketplace://l2/code-reviewer
version: ^1.2.0
scopes:
- read: pull_requests
- write: pull_request_comments
```
### L3 — Bundles
Bundles are complete team topologies. A bundle ships:
- A **root agent** that coordinates the team
- One or more **child agents**, each with its own scope, memory, and tool
list
- A **policy graph** declaring which scopes the root can write through and
which approvals route to humans
Examples:
- `growth-team` — root strategist + content-writer + analytics-rollup +
experiment-designer
- `platform-ops` — root SRE + on-call triager + change-reviewer +
incident-scribe
- `revenue-pod` — root commercial lead + churn-analyst + cs-summarizer +
expansion-prospector
Mount a bundle as a workspace:
```yaml
workspace:
bundle: marketplace://l3/platform-ops
bundle_version: ^0.4.0
overrides:
members:
change-reviewer:
scopes:
- read: ["github:Molecule-AI/*", "linear:eng"]
```
Forking is encouraged — the bundle author publishes the operating model;
your team tunes it for your processes without rebuilding the substrate.
---
## Trust Tiers
Every Marketplace entry carries a **trust tier** that signals review depth
and supply-chain provenance:
| Trust | Vetting | Provenance |
|-------|---------|------------|
| **Verified** | Reviewed by Molecule for safety, prompt-injection resistance, and policy correctness | Published from a Molecule-controlled identity |
| **Partner** | Reviewed by a Marketplace partner; carries the partner's identity badge | Published from a verified partner account |
| **Community** | Self-published; static analysis + sandbox runtime; no human review | Pinned to a specific commit SHA |
The trust tier is shown on every listing card and gated by enterprise
policy: organizations on the Enterprise plan can restrict installs to
Verified-only via `policy.marketplace.min_trust = verified`.
---
## Installing from the Marketplace
Browse listings at [`https://moleculesai.app`](https://moleculesai.app).
Each card shows tier (L1/L2/L3), trust badge, runtime compatibility, and
required scopes. The "Install" flow:
1. Picks a workspace (or creates a new one) to mount into.
2. Surfaces required scopes for review and approval.
3. Pins to a specific version (semver range, exact tag, or commit SHA).
4. Writes the entry into your `workspace.yaml` and triggers a workspace
redeploy.
You can also install non-interactively:
```bash
curl -X POST https://app.moleculesai.app/cp/orgs/$ORG/marketplace/install \
-H "Authorization: Bearer $CP_ADMIN_API_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"tier": "l2",
"slug": "code-reviewer",
"version": "^1.2.0",
"workspace_id": "ws_abc123"
}'
```
---
## Listing on the Marketplace
If you have built reusable agent infrastructure — a plugin, agent, or
bundle — you can list it on the Marketplace and reach every Molecule
organization. See [Listing on the Marketplace](/docs/marketplace/creators)
for the full builder workflow.
---
## See also
- [Plugins](/docs/plugins) — L1 source/shape model and install mechanics
- [External Agents](/docs/external-agents) — bringing a non-Molecule agent runtime
- [Workspace Configuration](/docs/workspace-config) — `workspace.yaml` reference
- [Listing on the Marketplace](/docs/marketplace/creators) — builder workflow

View File

@ -0,0 +1,164 @@
---
title: Listing on the Marketplace
description: How builders ship plugins, agents, and bundles to every Molecule organization.
---
## Overview
The Marketplace is open to external builders. If you have authored reusable
agent infrastructure — an MCP plugin, a single-agent skill, or a full team
bundle — you can list it and reach every Molecule organization. We handle
distribution, billing, and policy; you keep the IP and the upgrade cadence.
This page walks through the three-step workflow: **Build · List · Earn**.
---
## 1. Build
You author your artifact against the open Molecule SDK. The same primitives
we use internally are available to you:
- **Workspace** — the durable boundary for memory, members, and policy
- **A2A** — agent-to-agent messaging, used to talk to runtimes you don't
own (LangGraph, CrewAI, etc.)
- **Memory scopes** — hierarchical, governance-aware persistence
- **Audit** — every action is captured at the orchestration layer
Pick the tier that matches your artifact's granularity:
### L1 — Plugins
A plugin is an MCP server (or an agentskills.io pack). The
[two-axis source/shape model](/docs/plugins) describes how the workspace
runtime loads it. Authoring requirements:
- A `plugin.yaml` manifest declaring tools, required scopes, and runtime
compatibility.
- A README documenting the tool surface and side effects.
- For MCP plugins: an HTTP or stdio MCP server pinned to a tagged commit.
A reference plugin lives at
[`Molecule-AI/molecule-ai-plugin-template`](https://github.com/Molecule-AI/molecule-ai-plugin-template).
### L2 — Agents
An agent is a single workspace member with a baked-in prompt + tools +
policy. Authoring requirements:
- An `agent.yaml` manifest declaring system prompt, required L1 plugins,
scope reads/writes, and approval triggers.
- A `prompts/` directory with the system prompt and any reusable templates.
- A `tests/` directory exercising the prompt against canned scenarios.
Reference: [`Molecule-AI/molecule-ai-agent-template`](https://github.com/Molecule-AI/molecule-ai-agent-template).
### L3 — Bundles
A bundle ships a complete team topology — a root agent plus children, each
with its own scope and memory. Authoring requirements:
- A `bundle.yaml` declaring members, their scopes, and the policy graph
(which scopes the root can write through, which approvals route to
humans).
- A `members/` directory containing member-specific overrides if any
member is a fork of an L2 agent.
- A `topology.svg` diagram (auto-rendered from `bundle.yaml`, but you can
override).
Reference: [`Molecule-AI/molecule-ai-bundle-template`](https://github.com/Molecule-AI/molecule-ai-bundle-template).
---
## 2. List
Submit through the **Creator Portal** at
[`https://moleculesai.app/creators`](https://moleculesai.app/creators).
The submission flow:
1. **Connect** — link the GitHub repository hosting your artifact. We pull
from tagged releases; we never re-tag or modify your code.
2. **Manifest check** — we validate `plugin.yaml` / `agent.yaml` /
`bundle.yaml` against the schema for your tier and surface any gaps.
3. **Static analysis** — credential-shape scan, prompt-injection-pattern
scan, and dependency vulnerability check on every tagged release.
4. **Sandbox boot** — your artifact is mounted into a throwaway workspace
to verify it boots, declares its scopes correctly, and surfaces a
reasonable error path.
5. **Trust tier** — every artifact starts at **Community**. Apply for
**Partner** or **Verified** review once you have a couple of releases
under your belt.
Pricing is configured at submission:
- **Free** — no charge to install.
- **Per-seat** — a flat monthly amount per workspace member that mounts
the artifact.
- **Per-use** — metered against a unit you define (token calls, runs,
alerts handled).
- **Hybrid** — base seat fee plus metered overages.
You can change pricing on subsequent releases; existing installs are
grandfathered to the version they pinned.
---
## 3. Earn
Once your listing is live, you receive:
- **Distribution** — every Molecule organization sees your listing in the
Marketplace UI, gated only by their policy (`min_trust`, region, etc.).
- **Billing** — Molecule handles the charge to the installing
organization, deducts the platform fee (15% as of writing; check the
current rate in the Creator Portal), and pays out monthly.
- **Audit visibility** — you see install counts, version distribution,
and aggregated usage metrics in the Creator Portal. You do **not** see
per-organization data.
- **Upgrade cadence** — semver: bump tags, organizations on a `^range`
pin pull updates on their next workspace redeploy. Major bumps require
re-approval of any new scopes.
---
## Policy & Safety
By listing, you agree to:
- **No exfiltration** — your code does not transmit organization data
outside the scopes it declares.
- **Pinned releases** — every version is pinned to an immutable commit;
retagging is not permitted.
- **Disclose model usage** — if your agent calls an LLM API, declare the
provider and model so enterprise plans can route through their own
keys.
- **Respect approval triggers** — if your `agent.yaml` declares a scope
that requires human approval (e.g. `write: pull_request_merge`), you
must call the approval API before acting.
Listings that violate these terms are de-listed; refunds for affected
installs are paid from your account.
---
## Maintenance
Once a listing is live, you can:
- Push new tagged releases — they enter the static-analysis + sandbox
flow automatically.
- Mark older versions as **deprecated** to nudge installs to upgrade.
- File **security advisories** that surface to every organization on a
vulnerable pinned version.
- Yank a release in the rare case of a critical bug; organizations
pinned to the yanked tag are notified and offered the next safe version.
---
## See also
- [Marketplace](/docs/marketplace) — tier model and installation overview
- [Plugins](/docs/plugins) — L1 plugin source/shape mechanics
- [Workspace Configuration](/docs/workspace-config) — pinning marketplace
entries in `workspace.yaml`
- [Security &raquo; OWASP Agentic Top 10](/docs/security/owasp-agentic-top-10) — supply-chain considerations relevant to bundle authors

View File

@ -12,6 +12,7 @@
"channels",
"schedules",
"runtime-mcp",
"runtime-mcp/dev-channels-flag",
"external-agents",
"tokens",
"api-reference",
@ -20,6 +21,9 @@
"self-hosting/admin-token",
"observability",
"troubleshooting",
"---Marketplace---",
"marketplace",
"marketplace/creators",
"---Security---",
"security/index",
"security/safe-mcp-advisory",

View File

@ -163,11 +163,11 @@ not expose.
| `molecule-skill-update-docs` | `[claude_code]` | `[claude_code, hermes]` |
Companion PRs:
- [molecule-ai-plugin-ecc#2](https://git.moleculesai.app/molecule-ai/molecule-ai-plugin-ecc/pull/2)
- [molecule-ai-plugin-superpowers#2](https://git.moleculesai.app/molecule-ai/molecule-ai-plugin-superpowers/pull/2)
- [molecule-ai-plugin-molecule-dev#2](https://git.moleculesai.app/molecule-ai/molecule-ai-plugin-molecule-dev/pull/2)
- [molecule-ai-plugin-molecule-skill-cron-learnings#2](https://git.moleculesai.app/molecule-ai/molecule-ai-plugin-molecule-skill-cron-learnings/pull/2)
- [molecule-ai-plugin-molecule-skill-update-docs#2](https://git.moleculesai.app/molecule-ai/molecule-ai-plugin-molecule-skill-update-docs/pull/2)
- [molecule-ai-plugin-ecc#2](https://github.com/Molecule-AI/molecule-ai-plugin-ecc/pull/2)
- [molecule-ai-plugin-superpowers#2](https://github.com/Molecule-AI/molecule-ai-plugin-superpowers/pull/2)
- [molecule-ai-plugin-molecule-dev#2](https://github.com/Molecule-AI/molecule-ai-plugin-molecule-dev/pull/2)
- [molecule-ai-plugin-molecule-skill-cron-learnings#2](https://github.com/Molecule-AI/molecule-ai-plugin-molecule-skill-cron-learnings/pull/2)
- [molecule-ai-plugin-molecule-skill-update-docs#2](https://github.com/Molecule-AI/molecule-ai-plugin-molecule-skill-update-docs/pull/2)
Security note: Security Auditor was offline at time of change. Self-assessed
as non-security-impacting — adding `hermes` to a string list in `plugin.yaml`

View File

@ -11,7 +11,7 @@ Get a Molecule AI workspace running in under five minutes.
## 1. Install Molecule AI
```bash
git clone https://git.moleculesai.app/molecule-ai/molecule-core.git
git clone https://github.com/Molecule-AI/molecule-core.git
cd molecule-core
docker compose up -d
```
@ -78,4 +78,4 @@ Or type `/ask what's our deployment status?` in your connected Discord channel.
- [Review the REST API reference](/docs/guides/org-api-keys)
- [Browse all guides](/docs/guides)
Explore the [Gitea repo](https://git.moleculesai.app/molecule-ai/molecule-core) for self-hosting options, or visit [moleculesai.app](https://moleculesai.app) for the hosted platform.
Explore the [GitHub repo](https://github.com/Molecule-AI/molecule-core) for self-hosting options, or visit [moleculesai.app](https://moleculesai.app) for the hosted platform.

View File

@ -52,14 +52,54 @@ set.
### Claude Code
Two equivalent paths — pick whichever your version supports.
**CLI (Claude Code 2.1+):** pass each env var with `-e`, scope with
`-s user` so the server is available in every project, and put the
command after `--`:
```bash
claude mcp add molecule -s user -- env \
WORKSPACE_ID=<your-workspace-uuid> \
PLATFORM_URL=https://<your-tenant>.moleculesai.app \
MOLECULE_WORKSPACE_TOKEN=<your-token> \
molecule-mcp
claude mcp add molecule -s user \
-e WORKSPACE_ID=<your-workspace-uuid> \
-e PLATFORM_URL=https://<your-tenant>.moleculesai.app \
-e MOLECULE_WORKSPACE_TOKEN=<your-token> \
-- molecule-mcp
```
<Callout type="info">
Older docs used a `-- env VAR=val ... molecule-mcp` shell trick (with
`env` as the command). It still works but produces a less idiomatic
`~/.claude.json` entry and trips up the post-2.1 flag parser if you
forget the `--`. Prefer the `-e` form above.
</Callout>
**Direct edit of `~/.claude.json`:** add the entry under the **top-level
`mcpServers` key** (this is the user-scope location — available in
every project). If you'd rather scope it to a single project, use a
`.mcp.json` file in that project's root with the same `mcpServers`
shape.
```json
{
"mcpServers": {
"molecule": {
"type": "stdio",
"command": "molecule-mcp",
"args": [],
"env": {
"WORKSPACE_ID": "<your-workspace-uuid>",
"PLATFORM_URL": "https://<your-tenant>.moleculesai.app",
"MOLECULE_WORKSPACE_TOKEN": "<your-token>"
}
}
}
}
```
If `molecule-mcp` isn't on the PATH that Claude Code sees (common on
macOS — see [Troubleshooting](#command-not-found-molecule-mcp-from-inside-the-runtime)),
replace `"command": "molecule-mcp"` with the absolute path from `which molecule-mcp`.
Reconnect with `/mcp` (or restart the Claude Code session) and the tools
appear in the next turn.
@ -104,31 +144,53 @@ Cline) and restart the client.
## Optional — declare your identity & capabilities
Three additional env vars control how your workspace appears on the
canvas and to peer agents calling `list_peers`:
Four additional env vars control how your workspace appears on the
canvas and how the wheel's inbound-delivery contract behaves:
| Env var | What it sets | Default |
|---|---|---|
| `MOLECULE_AGENT_NAME` | Display name on the canvas card | `molecule-mcp-{id[:8]}` |
| `MOLECULE_AGENT_DESCRIPTION` | One-line description in Details/Skills tabs | empty |
| `MOLECULE_AGENT_SKILLS` | Comma-separated skill names — e.g. `research,code-review,memory-curation` | `[]` |
| `MOLECULE_MCP_POLL_TIMEOUT_SECS` | How long the agent blocks on `wait_for_message` per turn (the universal poll path). `0` disables polling for push-only mode (Claude Code launched with `--dangerously-load-development-channels server:molecule`). Above 60 clamps to 60. | `2` |
Skills are surfaced two places:
1. **Canvas Skills tab** — each skill renders as a chip with the name
2. **Peer agents calling `list_peers`** — they see `{name, skills: [...]}` for each peer, so other agents can route delegations to the right specialist instead of guessing from name alone
Example with all three set:
Example with all three set (Claude Code 2.1+ CLI form):
```bash
claude mcp add molecule -s user -- env \
WORKSPACE_ID=<uuid> \
PLATFORM_URL=https://<tenant>.moleculesai.app \
MOLECULE_WORKSPACE_TOKEN=<token> \
MOLECULE_AGENT_NAME='Research Assistant' \
MOLECULE_AGENT_DESCRIPTION='Reads, summarises, cites.' \
MOLECULE_AGENT_SKILLS=research,summarisation,citations \
molecule-mcp
claude mcp add molecule -s user \
-e WORKSPACE_ID=<uuid> \
-e PLATFORM_URL=https://<tenant>.moleculesai.app \
-e MOLECULE_WORKSPACE_TOKEN=<token> \
-e MOLECULE_AGENT_NAME='Research Assistant' \
-e MOLECULE_AGENT_DESCRIPTION='Reads, summarises, cites.' \
-e MOLECULE_AGENT_SKILLS=research,summarisation,citations \
-- molecule-mcp
```
Or as the equivalent `~/.claude.json` entry:
```json
{
"mcpServers": {
"molecule": {
"type": "stdio",
"command": "molecule-mcp",
"env": {
"WORKSPACE_ID": "<uuid>",
"PLATFORM_URL": "https://<tenant>.moleculesai.app",
"MOLECULE_WORKSPACE_TOKEN": "<token>",
"MOLECULE_AGENT_NAME": "Research Assistant",
"MOLECULE_AGENT_DESCRIPTION": "Reads, summarises, cites.",
"MOLECULE_AGENT_SKILLS": "research,summarisation,citations"
}
}
}
}
```
A peer agent's `list_peers()` call would then surface this workspace
@ -158,7 +220,7 @@ status. If the workspace is still offline after ~30s, check
| `delegate_task` | Send a task to a peer and wait for the reply |
| `delegate_task_async` | Fire-and-forget delegation; result lands in inbox |
| `check_task_status` | Poll an async delegation |
| `wait_for_message` | Block until the next inbound A2A message arrives |
| `wait_for_message` | Block until the next inbound A2A message arrives — the universal inbound-delivery primitive (see [Inbound delivery](#inbound-delivery-universal-poll-optional-push)) |
| `inbox_peek` / `inbox_pop` | Inspect / acknowledge queued inbound messages |
| `send_message_to_user` | Push a chat bubble to the user's canvas |
| `commit_memory` / `recall_memory` | Persistent KV (local / team / global scope) |
@ -168,29 +230,130 @@ External runtimes can't accept inbound HTTP, so the wheel polls
through `wait_for_message` + `inbox_peek` / `inbox_pop`. Use those
instead of waiting for an HTTP webhook — there isn't one.
### Push-UX for notification-capable hosts
### Inbound delivery: universal poll, optional push
On top of the polling tools, the wheel emits a JSON-RPC notification
(`notifications/claude/channel`) on every new inbound message. Hosts
that recognise that method (Claude Code today; any compliant client
tomorrow) treat the notification as a conversation interrupt — the
message text becomes the next agent turn without the agent having to
call `wait_for_message` first.
Inbound messages reach the agent via one of two paths. The wheel
exposes both; which one fires depends on the host's capabilities.
Both paths converge on the same `inbox_pop` ack so dedup is automatic.
Hosts that don't recognise the method silently ignore it, so the same
wheel works for both push-capable and poll-only runtimes. There is no
config flag to toggle: pollers keep polling, notification-capable hosts
get push automatically.
**Poll path (universal default — works on every spec-compliant MCP
client).** The wheel's `initialize` handshake includes an `instructions`
field telling the agent: *"At the start of every turn, before producing
your final response, call `wait_for_message(timeout_secs=N)` to check
for inbound messages."* Every MCP client surfaces `instructions` to
the agent's system prompt automatically, so Claude Code, Cursor, Cline,
OpenCode, hermes-agent, and codex all receive the polling contract
without any per-client wiring. The 2-second default is tuned for the
"peer A2A landed seconds before my turn started" common case; tune
via the `MOLECULE_MCP_POLL_TIMEOUT_SECS` env var
(see "Optional — declare your identity & capabilities" above).
**Push path (Claude Code with channel push enabled — strictly
better when available).** On top of the poll path, the wheel emits a
JSON-RPC notification (`notifications/claude/channel`) on every new
inbound message and declares the matching `experimental.claude/channel`
capability in `initialize`. Claude Code with channel push enabled
turns the notification into an inline `<channel source="molecule"
...>` synthetic user turn — zero agent-side polling cost, zero
per-turn stall.
**Today (research preview), Claude Code's channel push requires
either the `--dangerously-load-development-channels` launch flag OR
an entry on Claude Code's approved channel-server allowlist.** The
wheel ships the wire shape correctly, but a standard `claude` launch
without the flag silently drops the notification — which is why the
poll path has to be the floor.
See [Dev-channels flag — tagged-form requirement](/docs/runtime-mcp/dev-channels-flag)
for the exact form the flag must take, the failure mode when it's
wrong, and when operators need to set it manually vs. when the
hosted SaaS / workspace template handles it for them.
Since Claude Code 2.1.x the flag takes a tagged allowlist, not a bare
switch. Pass each MCP server you want to push from as `server:<name>`
(matching the name you registered the server under in Claude Code's
config — `molecule` if you followed [Step 2](#claude-code) above):
```bash
claude --dangerously-load-development-channels server:molecule
```
Multiple entries are space-separated:
`server:molecule server:telegram`. A bare
`--dangerously-load-development-channels` (no value) is rejected with
`argument missing`; an untagged value (`molecule`) is rejected with
`entries must be tagged`. Easy way to confirm push is live: the
session header prints `Listening for channel messages from:
server:molecule`, and inbound canvas messages render inline as
`← molecule: <text>` instead of arriving via `inbox_peek`.
Set `MOLECULE_MCP_POLL_TIMEOUT_SECS=0` to disable polling entirely
when you're running Claude Code with the dev-channels flag and don't
want the per-turn stall. The instructions adapt automatically: with
polling disabled, the agent is told push is the only delivery path.
#### `<channel>` envelope attributes
Every inbound message — push or poll — carries the same metadata
shape. On the push path, attributes render inline as XML-style attrs
on the `<channel>` tag; on the poll path, the same fields appear in
the JSON returned by `inbox_peek` / `wait_for_message`. Either way,
the agent sees a consistent view.
| Attribute | When present | Description |
|---|---|---|
| `source` | always | Always `molecule` — distinguishes our channel from other registered servers (`telegram`, etc.). |
| `kind` | always | `canvas_user` (a human in the canvas chat) or `peer_agent` (another workspace's agent). Drives reply routing. |
| `peer_id` | always | Empty for `canvas_user`; the sender's workspace UUID for `peer_agent`. Use as `workspace_id` when calling `delegate_task` to reply. |
| `peer_name` | `peer_agent` only | The peer's display name (e.g. `ops-agent`) resolved from the platform registry. Absent on registry-lookup failure — the push still delivers. |
| `peer_role` | `peer_agent` only | The peer's declared role (e.g. `sre`, `coordinator`). Same registry source as `peer_name`; same graceful-degrade rule. |
| `agent_card_url` | `peer_agent` only | URL of the platform's discover endpoint for this peer. Fetch it if you need the peer's full capability list (skills, runtime, etc.). |
| `activity_id` | always | The inbox row ID. **Pass it to `inbox_pop` after handling** so the message isn't re-delivered on the next push or poll cycle. |
| `ts` | always | ISO-8601 timestamp of when the message landed in the platform's activity log. |
`peer_name` and `peer_role` are added by the wheel via a TTL'd
registry lookup keyed on `peer_id`. Cache TTL is 5 minutes — long
enough that a busy multi-peer chat doesn't hit the registry on every
push, short enough that role/name renames propagate within a single
agent session. Lookup failure is silent: the attributes are simply
absent and the push delivers anyway, so a registry stall can never
block inbound messages.
`agent_card_url` is constructed deterministically from `peer_id`, so
it's present even if the registry is down. The agent can hit it
later to enumerate the sender's capabilities once the registry is
back up.
Worked push example for a `peer_agent` arrival:
```
<channel source="molecule" kind="peer_agent"
peer_id="11111111-2222-3333-4444-555555555555"
peer_name="ops-agent" peer_role="sre"
agent_card_url="https://platform.example.com/registry/discover/11111111-2222-3333-4444-555555555555"
activity_id="act-742" ts="2026-05-01T12:34:56Z">
Can you check the deploy status for the canary?
</channel>
```
| Client | Push path | Poll path |
|---|---|---|
| Claude Code with `--dangerously-load-development-channels server:molecule` | ✅ inline `← molecule:` tag | ✅ also works |
| Claude Code (standard launch) | ❌ silently dropped | ✅ via instructions |
| Cursor / Cline / OpenCode / codex | ❌ method ignored | ✅ via instructions |
| hermes-agent | ❌ method ignored | ✅ naturally polls every cycle |
### MCP spec compliance
The wheel speaks MCP protocol version **2024-11-05** over stdio
JSON-RPC, declaring only the `tools` capability. It implements the
standard request methods and nothing client-specific:
JSON-RPC. It declares the standard `tools` capability plus the
`experimental.claude/channel` capability for the optional push path
(see [Inbound delivery](#inbound-delivery-universal-poll-optional-push)).
It implements the standard request methods and nothing client-specific:
| MCP method | Behavior |
|---|---|
| `initialize` | Echoes `protocolVersion: "2024-11-05"`, `serverInfo`, declares `tools` capability |
| `initialize` | Echoes `protocolVersion: "2024-11-05"`, `serverInfo`, declares `tools` + `experimental.claude/channel` capabilities, returns the dual-path delivery `instructions` |
| `notifications/initialized` | No-op (no response — per spec) |
| `tools/list` | Returns all exposed tools in one response (no pagination cursor — surface is small) |
| `tools/call` | Dispatches by name, returns `content: [{ type: "text", text: ... }]` |
@ -198,8 +361,10 @@ standard request methods and nothing client-specific:
The push-UX notification (`notifications/claude/channel`) is the only
non-standard method emitted, and it's a one-way notification — clients
that don't handle it discard it per JSON-RPC semantics. No part of the
wheel's tool surface depends on a client recognizing it.
that don't handle it discard it per JSON-RPC semantics. The poll path
(via the standard `instructions` field) carries delivery for those
clients, so no part of the wheel's tool surface depends on a client
recognizing the notification.
This means **any spec-compliant MCP client** can drive the wheel:
Claude Code, Cursor, Cline, OpenCode, hermes-agent, or anything else
@ -274,7 +439,7 @@ MCP config and restart your runtime.
### `Workspace <id> was deleted on the platform...` from `get_workspace_info`
Since [#2429](https://git.moleculesai.app/molecule-ai/molecule-core/pull/2449),
Since [#2429](https://github.com/Molecule-AI/molecule-core/pull/2449),
`GET /workspaces/:id` returns **410 Gone** (not 200 + `status:"removed"`)
when the workspace has been deleted. The MCP wheel's `get_workspace_info`
tool surfaces this as a tailored error message:
@ -305,6 +470,21 @@ A quick way to confirm: `ps aux | grep molecule-mcp` and check the
PID hasn't changed across `/mcp` reconnects. If the same PID stays
alive, the runtime is still using the old config.
### `claude mcp add` rejects the install command on Claude Code 2.1+
Two common shapes from older docs trip the 2.1+ parser:
- `claude mcp add molecule -s user -- env VAR=val molecule-mcp` — works
but lands as `command: "env"` with positional args, which surprises
some MCP clients on older 2.1.x patch builds.
- `claude mcp add molecule -e VAR=val molecule-mcp` (missing `--`) — the
CLI parses `molecule-mcp` as a flag value, not a command, and either
errors or silently registers nothing.
Use the `-e` form **with** `--` (see [Step 2](#claude-code)), or skip the
CLI entirely and write the JSON shape into `~/.claude.json` directly.
The on-disk shape is the source of truth and not version-sensitive.
### `command not found: molecule-mcp` from inside the runtime
The runtime's `PATH` may differ from your interactive shell — common
@ -319,6 +499,44 @@ which molecule-mcp
Then point `command` at that absolute path in `claude mcp add` /
`.cursor/mcp.json` / `mcp_servers.yaml`.
### `error: option '--dangerously-load-development-channels <servers...>' argument missing`
You're on Claude Code 2.1.x or later. The flag changed from a bare
switch to an allowlist that takes tagged entries. See
[Inbound delivery](#inbound-delivery-universal-poll-optional-push) for
the right form — short answer:
```bash
claude --dangerously-load-development-channels server:molecule
```
### `--dangerously-load-development-channels entries must be tagged: molecule`
The flag value needs the `server:` (or `plugin:`) prefix. Pass
`server:molecule` (the registered MCP server name), not bare
`molecule`.
### `Control request timeout: initialize` from the workspace agent
This is the symptom of forwarding the dev-channels flag to a nested
`claude` CLI through the `claude-agent-sdk` with the wrong shape. If
you embed the wheel inside an SDK-driven agent (e.g. the claude-code
workspace template's `claude_sdk_executor.py`), pass the tagged value
through `extra_args`:
```python
ClaudeAgentOptions(
...,
extra_args={"dangerously-load-development-channels": "server:molecule"},
)
```
The SDK forwards `extra_args` keys as `--<key> <value>` to the spawned
CLI. Passing `None` renders as a bare switch and the post-2.1.x CLI
rejects it with `argument missing`, which surfaces upstream as
`Control request timeout: initialize` (the SDK never gets a response
to its initialize control message).
## When to use this vs. the manual A2A path
| Scenario | Use |

View File

@ -0,0 +1,176 @@
---
title: "Dev-channels flag — tagged-form requirement"
description: "Why Claude Code 2.1.x+ requires `--dangerously-load-development-channels server:molecule` (not the bare flag) to enable inline channel push from the molecule-mcp wheel."
---
import { Callout } from 'fumadocs-ui/components/callout';
The `molecule-mcp` wheel emits a JSON-RPC `notifications/claude/channel`
notification on every inbound A2A message so Claude Code can render it
as an inline `<channel>` synthetic user turn — zero polling, zero
per-turn stall. During the channels research preview, Claude Code only
processes that notification when the host is launched with the
`--dangerously-load-development-channels` flag *and the flag carries a
matching tagged allowlist entry*.
This page covers the form that flag must take, what breaks when it's
wrong, and when an operator has to think about it.
<Callout type="warn">
The bare flag (no value) is rejected by the post-2.1 CLI parser, and
the failure mode propagates upstream as a `Control request timeout:
initialize` from any SDK that spawns the CLI — every A2A turn wedges
100% of the time. See [Failure mode](#failure-mode) below.
</Callout>
## The flag
```
--dangerously-load-development-channels <entries...>
```
Available in Claude Code **2.1.x and later**. It opts the CLI into
processing experimental `notifications/<channel>` JSON-RPC methods
emitted by registered MCP servers and plugin channels. Without it, the
CLI silently drops those notifications during the allowlist check, even
though the wheel ships the wire shape correctly.
## Required form: tagged allowlist entries
Each entry must carry one of two prefixes:
| Form | Use for |
|---|---|
| `server:<MCP-server-name>` | Manually configured MCP servers — the name matches what you registered with `claude mcp add <name> ...` or the key under `mcpServers` in `~/.claude.json`. |
| `plugin:<plugin-name>@<owner>/<repo>` | Plugin channels installed from a Claude Code plugin marketplace. |
Multiple entries are space-separated:
```bash
claude --dangerously-load-development-channels server:molecule server:telegram
```
Untagged values (`molecule` instead of `server:molecule`) are rejected
with `--dangerously-load-development-channels entries must be tagged`.
## Failure mode
A bare flag (`--dangerously-load-development-channels` with no value)
walks through three layers of damage before surfacing:
1. **CLI**: rejects the invocation with
`error: option '--dangerously-load-development-channels <servers...>' argument missing`.
2. **SDK**: `claude-agent-sdk` (used by `claude_sdk_executor.py` in the
Claude Code workspace template) renders the kwarg as a bare switch when
the value is `None`. The CLI then never responds to the SDK's first
`initialize` control message.
3. **Workspace agent**: the SDK times out with
`Control request timeout: initialize`. Every A2A turn wedges — 100%
reproducible. Caught live on workspace `dd40faf8` on 2026-05-01.
Two small fixes prevent this: pass a tagged value (don't let `None`
render as a bare switch), and verify the CLI accepts your specific
entries before going broad.
## For Molecule operators
Pass `server:molecule` to enable the inbox bridge → MCP
`notifications/claude/channel` push for the `molecule-mcp` wheel.
```bash
claude --dangerously-load-development-channels server:molecule
```
The `molecule` here matches the name you registered the wheel under in
[Step 2 of the runtime-mcp guide](/docs/runtime-mcp#claude-code) (the
key under `mcpServers`, or the first positional arg to `claude mcp add`).
If you registered the wheel as `mol` or `molecule-prod`, use that name
in the tag.
When push is live, the session header prints:
```
Listening for channel messages from: server:molecule
```
…and inbound canvas/peer-agent messages render inline as
`<channel source="molecule" ...>` synthetic user turns instead of
arriving via `inbox_peek`.
### Embedding in an SDK-driven agent
If you spawn `claude` through `claude-agent-sdk` (e.g. the Claude Code
workspace template's `claude_sdk_executor.py`), forward the tagged value
through `extra_args`:
```python
from claude_agent_sdk import ClaudeAgentOptions
ClaudeAgentOptions(
model=self.model,
permission_mode="bypassPermissions",
cwd=self._resolve_cwd(),
mcp_servers=mcp_servers,
system_prompt=self._build_system_prompt(),
resume=self._session_id,
extra_args={"dangerously-load-development-channels": "server:molecule"},
)
```
The SDK forwards `extra_args` keys as `--<key> <value>` to the spawned
CLI. Passing `None` as the value renders as a bare switch and trips the
[Failure mode](#failure-mode) chain above.
## Verification
Verified live on 2026-05-02: with the tagged value in `extra_args`,
the in-workspace agent received `<channel source="molecule" kind="..."
peer_id="..." activity_id="..." ts="...">` tags inline as synthetic
user turns. No `wait_for_message` poll was needed for delivery. A2A
returned coherent replies on every turn.
## When this matters
Only when both of the following apply:
- You're running Claude Code (any version 2.1.x or later) as the
workspace runtime, AND
- The in-workspace `molecule-mcp` server is configured (it is, by
default, in the `claude-code` workspace template).
**Hosted Molecule SaaS handles this automatically** — the executor
passes `extra_args={"dangerously-load-development-channels": "server:molecule"}`
when spawning the CLI. Operators on hosted SaaS do not need to do
anything.
**Self-hosted operators using the Claude Code workspace template** also
get this for free since the template's executor sets `extra_args`. The
flag only needs operator attention when:
- Forking the Claude Code workspace template and stripping `extra_args`
inadvertently.
- Running `claude` directly outside the template (e.g. interactive
sessions on a developer laptop) and wanting inline `<channel>` push.
- Adding a second tagged source (e.g. `server:telegram` alongside
`server:molecule`) — append, don't replace.
Operators on Cursor, Cline, OpenCode, codex, hermes-agent, or any
non-Claude-Code MCP host are unaffected: those clients ignore the
notification and the wheel's poll path delivers via
`wait_for_message` as the universal fallback.
## Forward note
This requirement is a **research-preview gate**. Once Claude Code
graduates `notifications/<channel>` from research preview to a default
allowlist, the `--dangerously-load-development-channels` flag will no
longer be required for the `molecule` server. Drop the `extra_args`
entry in `claude_sdk_executor.py` (and any operator launch wrappers)
when that happens — the wheel emits the wire shape correctly today
and will continue to do so post-graduation.
## See also
- [Bring Your Own Runtime (MCP) — Inbound delivery](/docs/runtime-mcp#inbound-delivery-universal-poll-optional-push)
- [Bring Your Own Runtime (MCP) — Step 2: Claude Code](/docs/runtime-mcp#claude-code)
- [Troubleshooting — Control request timeout: initialize](/docs/runtime-mcp#control-request-timeout-initialize-from-the-workspace-agent)

View File

@ -12,7 +12,7 @@ This page documents security fixes shipped in the Molecule AI platform. Each ent
## 2026-04-20 — CWE-22: Path Traversal in `copyFilesToContainer`
**Severity:** High (CWE-22)
**PRs:** [#1271](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1271), [#1270](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1270), [#1267](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1267)
**PRs:** [#1271](https://github.com/Molecule-AI/molecule-core/pull/1271), [#1270](https://github.com/Molecule-AI/molecule-core/pull/1270), [#1267](https://github.com/Molecule-AI/molecule-core/pull/1267)
**Affected:** `workspace-server/internal/handlers/container_files.go``TemplatesHandler.copyFilesToContainer`
### Vulnerability
@ -37,7 +37,7 @@ File writes to workspace containers now validate all paths before writing to the
## 2026-04-20 — CWE-78: Shell Injection in `deleteViaEphemeral`
**Severity:** High (CWE-78)
**PR:** [#1310](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1310)
**PR:** [#1310](https://github.com/Molecule-AI/molecule-core/pull/1310)
**Affected:** `workspace-server/internal/handlers/container_files.go``TemplatesHandler.deleteViaEphemeral`
### Vulnerability
@ -69,9 +69,9 @@ Workspace file deletion operations now use safe argument-passing and validate al
## 2026-04-21 — CWE-918: SSRF in MCP / A2A Proxy Endpoints (Updated: Regression Fix)
**Severity:** High (CWE-918)
**Original PRs:** [#1274](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1274), [#1302](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1302)
**Regression Fix PR:** [#1430](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1430)
**Regression introduced by:** [#1363](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1363)
**Original PRs:** [#1274](https://github.com/Molecule-AI/molecule-core/pull/1274), [#1302](https://github.com/Molecule-AI/molecule-core/pull/1302)
**Regression Fix PR:** [#1430](https://github.com/Molecule-AI/molecule-core/pull/1430)
**Regression introduced by:** [#1363](https://github.com/Molecule-AI/molecule-core/pull/1363)
**Affected:** `workspace-server/internal/handlers/mcp.go``isSafeURL`, `isPrivateOrMetadataIP`; `workspace-server/internal/handlers/a2a_proxy.go`; `workspace-server/internal/handlers/a2a_proxy_helpers.go`
### Vulnerability
@ -105,9 +105,9 @@ In **SaaS mode** (`saasMode()` returns true), cross-EC2 traffic to RFC-1918 addr
### Regression (2026-04-21)
PR [#1363](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1363) (handler refactor) moved `isPrivateOrMetadataIP` into `a2a_proxy_helpers.go` but kept a **pre-SaaS version** that unconditionally blocked RFC-1918 addresses, breaking cross-EC2 communication in SaaS. The old version also **returned `false` for all IPv6 inputs**, fully bypassing SSRF protection for IPv6 targets.
PR [#1363](https://github.com/Molecule-AI/molecule-core/pull/1363) (handler refactor) moved `isPrivateOrMetadataIP` into `a2a_proxy_helpers.go` but kept a **pre-SaaS version** that unconditionally blocked RFC-1918 addresses, breaking cross-EC2 communication in SaaS. The old version also **returned `false` for all IPv6 inputs**, fully bypassing SSRF protection for IPv6 targets.
PR [#1430](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1430) restores the correct SaaS-gated logic and adds proper IPv6 coverage to the A2A proxy path.
PR [#1430](https://github.com/Molecule-AI/molecule-core/pull/1430) restores the correct SaaS-gated logic and adds proper IPv6 coverage to the A2A proxy path.
### User-facing summary
@ -118,7 +118,7 @@ Platform outbound requests from workspaces (MCP tool calls, A2A proxy routing) v
## 2026-04-21 — Audit Ledger HMAC Chain Guard
**Severity:** Low (denial-of-service / data integrity)
**PRs:** [#1339](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1339), [#1352](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1352), [#1354](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1354) (backport to `main`)
**PRs:** [#1339](https://github.com/Molecule-AI/molecule-core/pull/1339), [#1352](https://github.com/Molecule-AI/molecule-core/pull/1352), [#1354](https://github.com/Molecule-AI/molecule-core/pull/1354) (backport to `main`)
**Affected:** `workspace-server/internal/handlers/audit.go`
### Vulnerability
@ -144,7 +144,7 @@ Audit chain verification now handles short or malformed HMAC values gracefully,
## 2026-04-21 — Credential Scrub: `err.Error()` Leak Prevention
**Severity:** Medium (information disclosure)
**PRs:** [#1282](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1282), [#1355](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1355), [#1359](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1359)
**PRs:** [#1282](https://github.com/Molecule-AI/molecule-core/pull/1282), [#1355](https://github.com/Molecule-AI/molecule-core/pull/1355), [#1359](https://github.com/Molecule-AI/molecule-core/pull/1359)
**Affected:** `workspace-server/internal/handlers/plugins_install_pipeline.go`, `workspace-server/internal/handlers/workspace_provision.go`, `content/docs/incidents/INCIDENT_LOG.md`
### Vulnerability

View File

@ -17,7 +17,7 @@ description: Run the full Molecule AI stack on your own infrastructure.
The fastest way to get Molecule AI running locally:
```bash
git clone https://git.moleculesai.app/molecule-ai/molecule-core.git
git clone https://github.com/Molecule-AI/molecule-core.git
cd molecule-core
./scripts/dev-start.sh
# Canvas: http://localhost:3000

View File

@ -88,8 +88,8 @@ Fly Machines start in milliseconds and run in 35+ regions. Provisioning agent wo
## Related
- PR #501: [feat(platform): Fly Machines provisioner](https://git.moleculesai.app/molecule-ai/molecule-core/pull/501)
- PR #481: [feat(ci): deploy to Fly after image push](https://git.moleculesai.app/molecule-ai/molecule-core/pull/481)
- PR #501: [feat(platform): Fly Machines provisioner](https://github.com/Molecule-AI/molecule-core/pull/501)
- PR #481: [feat(ci): deploy to Fly after image push](https://github.com/Molecule-AI/molecule-core/pull/481)
- [Fly Machines API docs](https://fly.io/docs/machines/api/)
- [Platform API reference](../api-reference.md)
- Issue [#525](https://git.moleculesai.app/molecule-ai/molecule-core/issues/525)
- Issue [#525](https://github.com/Molecule-AI/molecule-core/issues/525)

View File

@ -64,6 +64,6 @@ The real power surfaces when you mix runtimes on the same Molecule AI tenant. Yo
## Related
- PR #379: [feat(adapters): add gemini-cli runtime adapter](https://git.moleculesai.app/molecule-ai/molecule-core/pull/379)
- PR #379: [feat(adapters): add gemini-cli runtime adapter](https://github.com/Molecule-AI/molecule-core/pull/379)
- [Multi-provider Hermes docs](../architecture/hermes.md)
- [Workspace runtimes reference](../reference/runtimes.md)

View File

@ -71,7 +71,7 @@ ADK workspaces participate in the same A2A network as Claude Code, Gemini CLI, H
## Related
- PR #550: [feat(adapters): add google-adk runtime adapter](https://git.moleculesai.app/molecule-ai/molecule-core/pull/550)
- PR #550: [feat(adapters): add google-adk runtime adapter](https://github.com/Molecule-AI/molecule-core/pull/550)
- [Google ADK (adk-python)](https://github.com/google/adk-python)
- [Gemini CLI runtime tutorial](./gemini-cli-runtime.md)
- [Platform API reference](../api-reference.md)

View File

@ -179,9 +179,9 @@ What is on the roadmap for Phase 2d (not yet shipped):
## Related
- PR #240: [Phase 2a — native Anthropic dispatch](https://git.moleculesai.app/molecule-ai/molecule-core/pull/240)
- PR #255: [Phase 2b — native Gemini dispatch](https://git.moleculesai.app/molecule-ai/molecule-core/pull/255)
- PR #267: [Phase 2c — multi-turn history on all paths](https://git.moleculesai.app/molecule-ai/molecule-core/pull/267)
- PR #240: [Phase 2a — native Anthropic dispatch](https://github.com/Molecule-AI/molecule-core/pull/240)
- PR #255: [Phase 2b — native Gemini dispatch](https://github.com/Molecule-AI/molecule-core/pull/255)
- PR #267: [Phase 2c — multi-turn history on all paths](https://github.com/Molecule-AI/molecule-core/pull/267)
- [Hermes adapter design](../adapters/hermes-adapter-design.md)
- [Platform API reference](../api-reference.md)
- Issue [#513](https://git.moleculesai.app/molecule-ai/molecule-core/issues/513)
- Issue [#513](https://github.com/Molecule-AI/molecule-core/issues/513)

View File

@ -93,6 +93,6 @@ Molecule AI canvas without code changes.
## Related
- PR #480: [feat(channels): Lark / Feishu channel adapter](https://git.moleculesai.app/molecule-ai/molecule-core/pull/480)
- PR #480: [feat(channels): Lark / Feishu channel adapter](https://github.com/Molecule-AI/molecule-core/pull/480)
- [Social channels architecture](../agent-runtime/social-channels.md)
- [Channel adapter reference](../api-reference.md#channels)

View File

@ -246,4 +246,4 @@ For the API reference, see [`docs/api-reference`](/docs/api-reference) — the `
*SaaS federation is available for all Molecule AI platform operators. Contact the Molecule AI team to enable federation on your control plane.*
(`molecule-core` [#1700](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1700))
(`molecule-core` [#1700](https://github.com/Molecule-AI/molecule-core/pull/1700))

View File

@ -145,7 +145,7 @@ Key push + tunnel + write took longer than 30 s. Common causes: slow AWS EIC in
## Source PR
PR [#1702](https://git.moleculesai.app/molecule-ai/molecule-core/pull/1702) — `feat(files-api): SSH-backed write for SaaS workspaces (fixes 500 docker not available)`
PR [#1702](https://github.com/Molecule-AI/molecule-core/pull/1702) — `feat(files-api): SSH-backed write for SaaS workspaces (fixes 500 docker not available)`
Key files in `molecule-core`:
- `workspace-server/internal/handlers/template_files_eic.go` — EIC write logic

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@ -237,4 +237,4 @@ Once your agent is connected to MCP, it stops being a chatbot with a scrollable
---
*Have questions or want to share what you're building with MCP? File an issue with the `enhancement` label on the [molecule-core issue tracker](https://git.moleculesai.app/molecule-ai/molecule-core/issues).*
*Have questions or want to share what you're building with MCP? Open a discussion on [GitHub Discussions](https://github.com/Molecule-AI/molecule-core/discussions) or file an issue with the `enhancement` label.*