Bay Run
bay-run-mvp-zfmlsu2yla-uc.a.run.app
· Hugging Bay
FREE during launch: every call below costs 0.00 USD. No card, no signup — mint a token and go. Bay Run is the free, verified, OpenAI-compatible embeddings API, with warm CPU reranking and classification beside it. This public A2A endpoint does not execute user tasks; it hands clients to the exact REST, OpenAI-compatible, or authenticated MCP interfaces for embeddings, bake-off, quote, run, and verification. Free during launch — no card, no signup; generous limits (60/min); pricing later with notice.
bay-run-mvp-zfmlsu2yla-uc.a.run.app via a single DNS TXT record to add the
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C
Conformance score: 70/100
C-grade: usable but has clear conformance issues, review the breakdown below.
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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
10 snapshots drifted 9× Every change toagent-card.json
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| 2026-08-19 08:30:29 current | 53d95ed61478… |
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| 2026-08-18 17:53:13 | 4540394696f0… |
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| 2026-08-18 09:21:39 | 4753a75733cb… |
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| 2026-08-18 01:26:11 | 57734d50aab8… |
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| 2026-08-17 06:35:13 | a98b0e5d3b4b… |
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| 2026-08-16 02:06:24 | 6999e07d373a… |
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| 2026-08-15 07:40:01 | 87a4de1c0cc5… |
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| 2026-08-14 09:36:16 | 7f0cdd128fec… |
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| 2026-08-13 08:25:12 | 6c52f8961550… |
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| 2026-08-12 07:20:25 | d54c7a96c0bf… |
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Endpoints
| Agent card | https://bay-run-mvp-zfmlsu2yla-uc.a.run.app/.well-known/agent-card.json |
| Provider | https://huggingbay.xyz |
| Docs | https://run.huggingbay.xyz/llms-full.txt |
Skills · 2 declared · mapped to canonical taxonomy
Return the landing page https://run.huggingbay.xyz/embeddings, OpenAI base URL https://run.huggingbay.xyz/v1, and exact embeddings, rerank, classification, stat…
Return the authenticated REST/MCP endpoints for one-call solve or model bake-off, quote, run, and verification. No user task is executed through A2A.
Health · last 20 probes
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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
{
"protocolVersion": "0.3.0",
"name": "Bay Run",
"description": "FREE during launch: every call below costs 0.00 USD. No card, no signup \u2014 mint a token and go. Bay Run is the free, verified, OpenAI-compatible embeddings API, with warm CPU reranking and classification beside it. This public A2A endpoint does not execute user tasks; it hands clients to the exact REST, OpenAI-compatible, or authenticated MCP interfaces for embeddings, bake-off, quote, run, and verification. Free during launch \u2014 no card, no signup; generous limits (60/min); pricing later with notice.",
"free_launch": {
"schema": "bay-run.free-tier.v1",
"active": true,
"price_usd": "0.00",
"label": "$0.00 \u2014 free launch tier",
"note": "Free during launch \u2014 no card, no signup; generous limits (60/min); pricing later with notice.",
"card_required": false,
"signup_required": false,
"requests_per_minute": 60,
"requests_per_day": 1500,
"durable_free_key_tasks_per_day": 500,
"token_ttl_seconds": 86400,
"identified_agent": {
"requests_per_minute": 120,
"requests_per_day": 5000,
"upgrade": "register free with client_secret_post or use a durable bay_live_ key"
}
},
"url": "https://run.huggingbay.xyz/a2a",
"preferredTransport": "JSONRPC",
"version": "2.0.0",
"build": {
"release_id": "bay-run-mvp-mvp45c-ada813ddecbc",
"release_id_source": "cloud_run_revision",
"source_sha": "ada813ddecbcd118b7e201619ccd57ce0bfc2591",
"image_digest": "us-central1-docker.pkg.dev/barneyserver/hugging-bay-workers/bay-run@sha256:eb7eb8dc9e030602eb59dce37a8c407a1fc25722a0a6ea227672944372ced71a",
"binding_status": "declared",
"generated_at": "2026-08-19T05:18:43Z",
"binding_verification": "unverified:api_http_403"
},
"provider": {
"organization": "Hugging Bay",
"url": "https://huggingbay.xyz"
},
"documentationUrl": "https://run.huggingbay.xyz/llms-full.txt",
"iconUrl": null,
"capabilities": {
"streaming": false,
"pushNotifications": false,
"stateTransitionHistory": false
},
"defaultInputModes": [
"application/json",
"text/plain"
],
"defaultOutputModes": [
"application/json",
"text/plain"
],
"security": [],
"skills": [
{
"id": "free_verified_embeddings_interface_handoff",
"name": "Discover the free OpenAI-compatible embeddings API",
"description": "Return the landing page https://run.huggingbay.xyz/embeddings, OpenAI base URL https://run.huggingbay.xyz/v1, and exact embeddings, rerank, classification, status, and receipt-verification endpoints. No user task is executed through A2A.",
"tags": [
"free-embeddings-api",
"openai-compatible",
"reranking",
"classification",
"provenance-receipts"
],
"examples": [
"Show me the OpenAI-compatible embeddings base URL",
"Where can I see live embedding latency and warm models?",
"How do I verify an embedding provenance receipt?"
],
"inputModes": [
"application/json",
"text/plain"
],
"outputModes": [
"application/json"
]
},
{
"id": "small_model_bakeoff_interface_handoff",
"name": "Discover the Bay Run one-call bake-off",
"description": "Return the authenticated REST/MCP endpoints for one-call solve or model bake-off, quote, run, and verification. No user task is executed through A2A.",
"tags": [
"task-routing",
"specialist-models",
"verification",
"mcp"
],
"examples": [
"Pick the best small model from five labeled examples",
"Find and run a specialist under a hard budget",
"Show me the Bay Run quote, execution, and verification contract"
],
"inputModes": [
"application/json",
"text/plain"
],
"outputModes": [
"application/json"
]
}
],
"additionalInterfaces": [
{
"transport": "JSONRPC",
"url": "https://run.huggingbay.xyz/a2a"
}
],
"_meta": {
"embeddings": {
"landing": "https://run.huggingbay.xyz/embeddings",
"alias": "https://run.huggingbay.xyz/free-embeddings-api",
"openai_base_url": "https://run.huggingbay.xyz/v1",
"create": "https://run.huggingbay.xyz/v1/embeddings",
"rerank": "https://run.huggingbay.xyz/v1/rerank",
"classify": "https://run.huggingbay.xyz/v1/classify",
"verify_receipt": "https://run.huggingbay.xyz/v1/provenance/verify",
"status": "https://run.huggingbay.xyz/status.json",
"cookbook": "https://run.huggingbay.xyz/cookbook/embeddings"
},
"quickstart_url": "https://run.huggingbay.xyz/quickstart",
"bakeoff": "https://run.huggingbay.xyz/v1/bakeoff",
"solve": "https://run.huggingbay.xyz/v1/solve",
"bakeoffs": "https://run.huggingbay.xyz/bakeoffs",
"free_key": "https://run.huggingbay.xyz/v1/keys/free",
"status": "https://run.huggingbay.xyz/status.json",
"conformance": "https://run.huggingbay.xyz/conformance",
"task_quote": "https://run.huggingbay.xyz/v1/task/quote",
"task_run": "https://run.huggingbay.xyz/v1/task/run",
"task_verify": "https://run.huggingbay.xyz/v1/task/verify",
"openai_compatible_base_url": "https://run.huggingbay.xyz/v1",
"mcp_server_card": "https://run.huggingbay.xyz/.well-known/mcp/server-card.json",
"mcp_endpoint": "https://run.huggingbay.xyz/mcp/",
"data_policy": "https://run.huggingbay.xyz/.well-known/data-policy.json",
"assurance": "https://run.huggingbay.xyz/.well-known/assurance.json",
"security_contact": "https://run.huggingbay.xyz/.well-known/security.txt",
"security_policy": "https://run.huggingbay.xyz/security",
"note": "A2A provides only a fixed public activation result and machine-readable handoff. Task calls use authenticated MCP or REST at the listed endpoints."
},
"live_stats": {
"schema": "bay-run.live-stats.v1",
"generated_at": "2026-08-19T08:29:51.881082Z",
"cache_ttl_seconds": 60,
"scope": "this_instance_since_start",
"p50_ms_by_lane": {
"/v1/bakeoff": 114,
"/v1/billing/stripe/checkout-session": 13,
"/v1/calculate": 12,
"/v1/chat/completions": 1838,
"/v1/classify": 81,
"/v1/credits/chat/completions": 12,
"/v1/credits/tasks/run": 12,
"/v1/demo/task": 23,
"/v1/discover": 3,
"/v1/document/extract": 6,
"/v1/embeddings": 58,
"/v1/eval": 163,
"/v1/feature-requests": 16,
"/v1/find_specialist": 2899,
"/v1/memory": 13,
"/v1/memory/context": 14,
"/v1/memory/export": 14,
"/v1/memory/search": 28,
"/v1/mirror-requests": 12,
"/v1/pdf/extract": 4,
"/v1/pdf/extract/upload": 5,
"/v1/provenance/verify": 4,
"/v1/rag": 113,
"/v1/request_specialist": 449,
"/v1/rerank": 13,
"/v1/resolve_link": 183,
"/v1/route": 6,
"/v1/solve": 78,
"/v1/source-requests": 13,
"/v1/speed-test": 147,
"/v1/summarize": 86,
"/v1/task/feedback": 15,
"/v1/task/quote": 2231,
"/v1/task/run": 509,
"/v1/task/verify": 52,
"/v1/usage": 130,
"/v1/validate_json": 14,
"/x402/chat/completions": 55,
"/x402/tasks/run": 44
},
"p50_ms_all": 39,
"free_tier": {
"anonymous": {
"requests_per_minute": 60,
"requests_per_day": 1500
},
"identified_agent": {
"requests_per_minute": 120,
"requests_per_day": 5000,
"durable_free_key_tasks_per_day": 500,
"effective_durable_key_embeddings_per_day": 500
}
},
"catalog": {
"mirrors": 962,
"measurement": "distinct servable artifacts with mirrored GCS files"
},
"sample_receipt_hash": "sha256:f9aeb50cd4684f32b7f8488bdffeedfb8b5b5334d3822a691020a8ab5278023c",
"sample_receipt_status": "available",
"sample_receipt_source": "public_bakeoff_receipt_store",
"conformance": {
"url": "https://run.huggingbay.xyz/conformance",
"claim": "32/32 client matrix PASS"
}
},
"discovery": {
"robots": "https://run.huggingbay.xyz/robots.txt",
"sitemap": "https://run.huggingbay.xyz/sitemap.xml",
"llms": "https://run.huggingbay.xyz/llms.txt",
"llmsFull": "https://run.huggingbay.xyz/llms-full.txt",
"openapi": "https://run.huggingbay.xyz/openapi.json",
"agentCard": "https://run.huggingbay.xyz/.well-known/agent-card.json",
"agentDiscovery": "https://run.huggingbay.xyz/.well-known/agent-discovery.json",
"mcpManifest": "https://run.huggingbay.xyz/.well-known/mcp.json",
"mcpEndpoint": "https://run.huggingbay.xyz/mcp",
"grokConnector": "https://run.huggingbay.xyz/.well-known/grok.json",
"x402": "https://run.huggingbay.xyz/.well-known/x402",
"oauthProtectedResource": "https://run.huggingbay.xyz/.well-known/oauth-protected-resource",
"oauthAuthorizationServer": "https://run.huggingbay.xyz/.well-known/oauth-authorization-server",
"security": "https://run.huggingbay.xyz/.well-known/security.txt",
"trafficAdvice": "https://run.huggingbay.xyz/.well-known/traffic-advice",
"assetLinks": "https://run.huggingbay.xyz/.well-known/assetlinks.json",
"indexNow": "https://run.huggingbay.xyz/.well-known/indexnow.json"
}
}