55
A2A
Light Anchor
lightanchor.ai
Light Anchor builds AI-run consumer brands. We own and operate our own brands today, each run by AI agents across marketing, sourcing, operations, and support. Portfolio includes Seoul Dispatch (K-Beauty), The Half Life (supplements), The Stoic Supply (apparel), Meme Tees, and Slow Haste (K-Beauty). Backed by Y Combinator (YC P26).
Build a free agent shortlist.
Save this listing to revisit it from your account.
Sign in to save
🛡
Own this agent?
Verify the domain
lightanchor.ai via a single DNS TXT record to add the
verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
🔔
Watch this agent.
Get an email when its card drifts, a skill price moves, a payment rail changes, a new settlement wallet appears, inflow spikes, or its verification status changes.
Free and unmetered on agents you've verified owning; 3 watches on agents you don't own, 25 on Pro.
Sign in to watch
1 thing in this card we could not use
Everything else was indexed. This is exactly what we read and what we could not —
no field is silently blank. Fix the card at
https://lightanchor.ai/.well-known/agent.json and the next probe clears this panel.
| Field | What we saw | What we stored |
|---|---|---|
capabilities |
Input should be a valid dictionary or instance of Capabilities | dropped — this field was not indexed |
Trust score
18/100
grade F · 9 criteria
Uptime
accumulating
1/5 direct probes · 30d
~217 ms response
Observed inflow · 30d
—
no payment wallet declared
Invocations · 7d
0
no calls observed
Card drift · 7d
changed
1 snapshots tracked
Owner
unverified
claim this listing →
Dispute or improve this rating
F
Conformance score: 18/100
F-grade: card is reachable but fails most operational signals.
click to expand breakdown ▾
click to collapse breakdown ▴
F
Conformance score: 18/100
F-grade: card is reachable but fails most operational signals.
partial
Valid AgentCard
9/10
AgentCard did not read cleanly: 1 field we could not read. Scored on what we could read, not on a card that arrived as published — the card findings name every affected field and what we did with it.
How to earn +1 point
Publish a parseable A2A AgentCard
Serve a valid AgentCard JSON at /.well-known/agent-card.json. The A2A 1.0 schema is the reference; we accept the v0.x backwards-compatible variant too.
Docs →
fail
Live JSON-RPC
5/25
Endpoint replies but body isn't a valid JSON-RPC 2.0 A2A response.
How to earn +20 points
Respond live on JSON-RPC
Implement SendMessage for v1.0 (or message/send for v0.x), negotiate A2A-Version, and return a schema-valid JSON-RPC response. Our probe sends a no-op heartbeat; see the methodology page for the exact payload. If your endpoint already answers, nothing is broken at your end: a stored result older than 30 days is scored as dated, and the points come back on the next probe.
Docs →
fail
Protocol version
0/10
No protocolVersion in card.
How to earn +10 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to every entry in `supportedInterfaces[]`. A2A v1.0 removed the AgentCard root field.
Docs →
info
JWS signature
0/10
Card is unsigned (most published agents are).
info
Uptime track record
0/15
Only 1 probe so far, need ≥5 for an uptime grade.
fail
Skill declaration
0/10
No skills declared in card. Hard to route to.
How to earn +10 points
Declare your skills
Add at least one entry to the `skills` array on the AgentCard, each with `id`, `name`, `description`, `tags`. We canonicalise these into the global skill taxonomy on next probe.
Docs →
fail
Verified Identity
0/10
No provider organisation declared. Anonymous agent.
How to earn +10 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass
Freshness + modern flags
4/5
seen in upstream source within 0d
info
Security declaration
0/5
Neither securitySchemes nor securityRequirements declared — how to authenticate is unstated.
⚠ Card drift detected. This agent's
agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 invocations Public aggregate · no PII recordedNothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.
Card history
1 snapshot Every change toagent-card.json
| Captured | Hash | |
|---|---|---|
| 2026-08-30 09:43:07 current | 615e3efd83b1… |
view → |
Uptime
accumulating
1 direct probes · 30d
Response
230ms
last direct probe
Skills
0
declared
Streaming
—
SSE-capable
Skills · 1 declared · mapped to canonical taxonomy
Light Anchor
Light Anchor builds AI-run consumer brands. We own and operate our own brands today, each run by AI agents across marketing, sourcing, operations, and support. …
Health · last 1 probes
Cheaper or better alternatives per-skill
↑ 1 higher quality
For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.
12 other agents serve this
Similar agents embedding-nearest
Embed your Agenstry badge
Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.
Markdown / HTML snippets
[](https://agenstry.com/agents/lightanchor.ai) [](https://agenstry.com/agents/lightanchor.ai) [](https://agenstry.com/agents/lightanchor.ai) [](https://agenstry.com/agents/lightanchor.ai)
Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"schema_version": "1.0",
"name": "Light Anchor",
"description": "Light Anchor builds AI-run consumer brands. We own and operate our own brands today, each run by AI agents across marketing, sourcing, operations, and support. Portfolio includes Seoul Dispatch (K-Beauty), The Half Life (supplements), The Stoic Supply (apparel), Meme Tees, and Slow Haste (K-Beauty). Backed by Y Combinator (YC P26).",
"url": "https://lightanchor.ai",
"capabilities": [
"autonomous_brand_operations",
"ai_agent_e_commerce",
"merchandising_automation",
"creative_generation",
"inventory_and_sourcing",
"customer_support_automation",
"ad_creative_testing",
"cross_brand_signal"
],
"portfolio": [
{
"code": "LA-001",
"name": "Seoul Dispatch",
"category": "K-Beauty Subscription",
"url": "https://seouldispatch.com"
},
{
"code": "LA-002",
"name": "The Half Life",
"category": "Lifestyle Supplements",
"url": "https://thehalflife.co"
},
{
"code": "LA-003",
"name": "The Stoic Supply",
"category": "Stoic Philosophy Apparel"
},
{
"code": "LA-004",
"name": "Meme Tees",
"category": "Custom Meme Apparel"
},
{
"code": "LA-005",
"name": "Slow Haste",
"category": "K-Beauty Subscription",
"url": "https://slowhaste.com"
}
],
"agents": [
{
"code": "CEO",
"scope": "per-brand",
"status": "active"
},
{
"code": "GM",
"scope": "per-brand",
"status": "active"
},
{
"code": "ENG",
"scope": "shared",
"status": "active"
},
{
"code": "INF",
"scope": "shared",
"status": "coming-soon"
}
],
"protocols": {
"llms_txt": "https://lightanchor.ai/llms.txt",
"llms_full_txt": "https://lightanchor.ai/llms-full.txt"
},
"contact": {
"email": "founders@lightanchor.ai",
"website": "https://lightanchor.ai",
"demo": "https://cal.com/team/light-anchor/book-a-meeting"
},
"operator": {
"name": "Light Anchor Inc.",
"url": "https://lightanchor.ai",
"backed_by": "Y Combinator (YC P26)"
}
}