Bay Run
REMOTE · BAY-RUN-MVP-889989800693.US-CENTRAL1.RUN.APP · SCANNED AUG 14
Discover, prove, route, and serve small AI specialists with fast RAG and private agent memory.
Available components
75 75 Trust /100
Trust breakdown (6 categories)
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →
Endpoint Security89
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation is enforced on tool calls, but the challenge carries no valid RFC 9728 metadata, so a client cannot discover where to get a token. See how to fix → View diagnostics → Fail
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability80
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 674 tokens (~168/item across 4 items; 3 tools + 1 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability check failed: schema churn in the 4 days we've observed: 20 tool removals, 0 breaking changes, 0 auth/transport breaks, 3 additions. See how to fix → Fail
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Install
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · bay-run-mvp-889989800693.us-central1.run.app
# add to Claude Code
claude mcp add --transport http barneywohl-bay-run https://bay-run-mvp-889989800693.us-central1.run.app/mcp/
# ~/.codex/config.toml
[mcp_servers.barneywohl-bay-run] url = "https://bay-run-mvp-889989800693.us-central1.run.app/mcp/"
// opencode.json
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"barneywohl-bay-run": {
"type": "remote",
"url": "https://bay-run-mvp-889989800693.us-central1.run.app/mcp/",
"enabled": true
}
}
} # add to OpenClaw
openclaw mcp add barneywohl-bay-run --url https://bay-run-mvp-889989800693.us-central1.run.app/mcp/ --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
barneywohl-bay-run:
url: "https://bay-run-mvp-889989800693.us-central1.run.app/mcp/" // mcp.json
{
"mcpServers": {
"barneywohl-bay-run": {
"type": "http",
"url": "https://bay-run-mvp-889989800693.us-central1.run.app/mcp/"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Changelog
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 14 Aug 26 +4
- Stability: 0.10 → fail ▼ security
- Tool “verify_provenance” was removed ▼ security
- Tool “validate_json” was removed ▼ security
- Tool “try_bay_run” was removed ▼ security
- Tool “summarize” was removed ▼ security
- Tool “submit_job” was removed ▼ security
- Tool “speed_test” was removed ▼ security
- Tool “set_memory_ttl” was removed ▼ security
- Tool “route” was removed ▼ security
- Tool “retry_job_callback” was removed ▼ security
- Tool “resolve_link” was removed ▼ security
- Tool “rerank” was removed ▼ security
- Tool “request_specialist” was removed ▼ security
- Tool “remember” was removed ▼ security
- Tool “recall” was removed ▼ security
- Tool “rag_search” was removed ▼ security
- Tool “parse_pdf” was removed ▼ security
- Tool “parse_document” was removed ▼ security
- Tool “memory_context” was removed ▼ security
- Tool “get_job_result” was removed ▼ security
- Tool “get_job” was removed ▼ security
- Tool “forget” was removed ▼ security
- Tool “find_specialist_for_task” was removed ▼ security
- Tool “extract” was removed ▼ security
- Tool “export_memory” was removed ▼ security
- Tool “eval_models” was removed ▼ security
- Tool “embed” was removed ▼ security
- Tool “discover_models” was removed ▼ security
- Tool “classify” was removed ▼ security
- Tool “cancel_job” was removed ▼ security
- Tool “search_memory” was removed ▼ security
- Tool “calculate” was removed ▼ security
- Tool “abandon_job_callback” was removed ▼ security
- HSTS header: fail → pass ▲ security
- The server rewrote its instructions, which are the text every model session reads security
- Schema quality: 235 → 168 ▲ functional
- Tool coverage: 94% → 100% ▲ functional
- Tool coverage: 25% → 100% ▲ functional
- First check of Schema quality: 100 functional
- Schema quality: excellent → good functional
- New resource “advanced-tools” functional
- Server version: 1.8.0 → 2.0.0 functional
- New tool “verify_result” functional
- New tool “run_task” functional
- New tool “get_task_quote” functional
- 13 Aug 26 +1
- Tool “classify” rewrote its description, which is the text the model reads security
- Tool “discover_models” rewrote its description, which is the text the model reads security
- Tool “embed” rewrote its description, which is the text the model reads security
- Tool “find_specialist_for_task” rewrote its description, which is the text the model reads security
- Tool “remember” rewrote its description, which is the text the model reads security
- Tool “rerank” rewrote its description, which is the text the model reads security
- Tool “route” rewrote its description, which is the text the model reads security
- Server version: 1.7.2 → 1.8.0 functional
- New tool “retry_job_callback” functional
- New tool “abandon_job_callback” functional
- “discover_models” added an optional parameter “prefer_warm” cosmetic
- “eval_models” added an optional parameter “expires_in” cosmetic
- “eval_models” added an optional parameter “idempotency_key” cosmetic
- “eval_models” added an optional parameter “namespace” cosmetic
- “eval_models” added an optional parameter “prefer_warm” cosmetic
- “eval_models” added an optional parameter “reevaluate_after” cosmetic
- “eval_models” added an optional parameter “route_kind” cosmetic
- “eval_models” added an optional parameter “task_hint” cosmetic
- “eval_models” added an optional parameter “version” cosmetic
- “export_memory” added an optional parameter “context_pack” cosmetic
- “extract” added an optional parameter “automatic_memory” cosmetic
- “extract” added an optional parameter “memory” cosmetic
- “memory_context” added an optional parameter “context_pack” cosmetic
- “memory_context” added an optional parameter “import_namespace” cosmetic
- “rag_search” added an optional parameter “automatic_memory” cosmetic
- “rag_search” added an optional parameter “memory” cosmetic
- “remember” added an optional parameter “importance” cosmetic
- “remember” added an optional parameter “semantic” cosmetic
- “route” added an optional parameter “interactive_deadline_ms” cosmetic
- “route” added an optional parameter “namespace” cosmetic
- “route” added an optional parameter “prefer_async” cosmetic
- “route” added an optional parameter “prefer_warm” cosmetic
- “route” added an optional parameter “re_evaluate” cosmetic
- “route” added an optional parameter “routing_mode” cosmetic
- “search_memory” added an optional parameter “semantic” cosmetic
- “submit_job” added an optional parameter “callback” cosmetic
- “find_specialist_for_task” reworded the description of “n_candidates” cosmetic
- “rerank” reworded the description of “model” cosmetic
- 12 Aug 26 +1
- The server rewrote its instructions, which are the text every model session reads security
- Tool “parse_pdf” rewrote its description, which is the text the model reads security
- Tool “extract” rewrote its description, which is the text the model reads security
- Tool “eval_models” rewrote its description, which is the text the model reads security
- Tool “recall” rewrote its description, which is the text the model reads security
- Tool “try_bay_run” rewrote its description, which is the text the model reads security
- Schema quality: 255 → 229 ▲ functional
- Tool “recall” now declares an output schema ▲ functional
- Tool “memory_context” now declares an output schema ▲ functional
- Tool “forget” now declares an output schema ▲ functional
- Tool “try_bay_run” now declares an output schema ▲ functional
- Tool “remember” now declares an output schema ▲ functional
- First check of Tool coverage: 27 functional
- Server version: 1.4.0 → 1.7.2 functional
- New tool “get_job” functional
- New tool “verify_provenance” functional
- New tool “submit_job” functional
- New tool “set_memory_ttl” functional
- New tool “search_memory” functional
- New tool “parse_document” functional
- New tool “get_job_result” functional
- New tool “export_memory” functional
- New tool “cancel_job” functional
- “recall” added an optional parameter “max_bytes” cosmetic
- “recall” added an optional parameter “limit” cosmetic
- “recall” added an optional parameter “cursor” cosmetic
- “recall” reworded the description of “key” cosmetic
- Tool “try_bay_run” changed its title: Start here: Try Bay Run cosmetic
- 11 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 10 Aug 26 69
First indexed and scored.
Diagnostics
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 14 Aug 2026 · Probed https://bay-run-mvp-889989800693.us-central1.run.app/mcp/
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.a.run.app | CN=WR2,O=Google Trust Services,C=US | 20 Jul 2026 | 12 Oct 2026 | ECDSA 256 | SHA256-RSA | 38debd2c8e3a8edd0a7d8f666faac3dd |
| SANs: *.a.run.app, run.app, *.africa-south1.run.app, *.asia-east1.run.app, *.asia-east2.run.app, *.asia-northeast1.run.app, *.asia-northeast2.run.app, *.asia-northeast3.run.app, *.asia-south1.run.app, *.asia-south2.run.app, *.asia-southeast1.run.app, *.asia-southeast2.run.app and 93 more | ||||||
| CN=WR2,O=Google Trust Services,C=US (CA) | CN=GTS Root R1,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | RSA 2048 | SHA256-RSA | 7ff005a07c4cded100ad9d66a5107b98 |
| CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 19 Jun 2020 | 28 Jan 2028 | RSA 4096 | SHA256-RSA | 77bd0d6cdb36f91aea210fc4f058d30d |
DNSSEC insecure
Validation of bay-run-mvp-889989800693.us-central1.run.app. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| app. | present | 23684 | 8 | Verified |
| run.app. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication Challenged, unverified
The endpoint asked for a token, but we could not retrieve and validate the RFC 9728 metadata that tells a client how to obtain one.
| Result | Challenged, unverified |
|---|---|
| Enforced | On tool calls |
| HTTP status | 200 |
WWW-Authenticate challenge Bearer realm="Bay Run", error="invalid_token", error_description="mint or supply a bearer token", mint_url="https://run.huggingbay.xyz/oauth/token", resource_metadata="https://run.huggingbay.xyz/.well-known/oauth-protected-resource"
Bearer realm="Bay Run", error="invalid_token", error_description="mint or supply a bearer token", mint_url="https://run.huggingbay.xyz/oauth/token", resource_metadata="https://run.huggingbay.xyz/.well-known/oauth-protected-resource"| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000; includeSubDomains |
| content-security-policy | default-src 'self'; base-uri 'self'; form-action 'self'; frame-ancestors 'none'; object-src 'none'; img-src 'self' data:; style-src 'self' 'unsafe-inline' https://cdn.jsdelivr.net; script-src 'self' 'unsafe-inline' https://cdn.jsdelivr.net; connect-src 'self' |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | no-referrer |
| permissions-policy | camera=(), microphone=(), geolocation=(), payment=() |
Protected resource metadata
| Document | https://run.huggingbay.xyz/.well-known/oauth-protected-resource |
|---|---|
| Retrieved | Yes |
| Problem | metadata_resource_mismatch |
| Resource | https://run.huggingbay.xyz/mcp/ |
| Authorisation server | https://run.huggingbay.xyz |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://bay-run-mvp-889989800693.us-central1.run.app/mcp/ | Verified | 200 | |
| http (plaintext) | http://bay-run-mvp-889989800693.us-central1.run.app/mcp/ | HTTPS enforced | 302 | https://bay-run-mvp-889989800693.us-central1.run.app/mcp/ |
MCP tools
· 3 exposed
· ~588 tokens
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
Tool
Tokens
get_task_quote ~200
Get a FREE, expiring decision for a specialized task. Provide examples when quality or latency is a hard requirement: Bay Run will not invent a quality claim. The quote identifies the selected route and alternatives, measured-vs-unmeasured evidence, absolute maximum price, data policy, expiration, and whether it can run immediately. Provider payments never influence ranking.
| Name | Type | Req | Description |
|---|---|---|---|
| idempotency_key | – | – | Optional caller correlation key for the free quote. |
| profile_id | – | – | Previously saved recurring task profile. |
| profile_name | – | – | Optional human-readable profile name. |
| quote_ttl_seconds | integer | – | Quote validity in seconds. |
| reevaluate_profile | boolean | – | Re-evaluate the profile against the supplied task instead of reusing its preferred route. |
| save_profile | boolean | – | Persist this recurring task only when retention='task_profile'. |
| task_spec | – | – | Complete task specification. Omit only when reusing profile_id. |
| Name | Type | Req | Description |
|---|---|---|---|
| alternative_candidates | array | yes | – |
| authorized_ceiling_usd | – | yes | – |
| can_execute_immediately | boolean | yes | – |
| constraint_failures | array | yes | – |
| data_handling_policy | – | yes | – |
| estimated_latency | – | yes | – |
| expected_quality | – | yes | – |
| kind | – | yes | – |
| maximum_price_usd | – | yes | – |
| next_action | – | yes | – |
| profile_reevaluation_requested | boolean | yes | – |
| quote_created_at | – | yes | – |
| quote_expires_at | – | yes | – |
| quote_id | – | yes | – |
| ranking_influence | – | yes | – |
| recommended_route | object | yes | – |
| requires_evaluation | boolean | yes | – |
| schema | string | yes | – |
| selection_reason | – | yes | – |
| task | – | yes | – |
| task_profile_id | – | yes | – |
| task_profile_reused | boolean | yes | – |
| task_spec_digest | – | yes | – |
No examples provided.
run_task ~265
Execute an existing task quote, or quote-and-run from a complete task spec. A hard max_price_usd and idempotency key are mandatory. Failed or unusable output is not recorded as chargeable. For x402 use POST /x402/tasks/run; this MCP action exposes the same contract for demo-authorized calls.
| Name | Type | Req | Description |
|---|---|---|---|
| idempotency_key | string | yes | Stable retry key; reuse only for the exact same execution. |
| input | – | yes | Task input matching the quote's input schema. |
| max_price_usd | number | yes | Hard per-call USD ceiling. Bay Run never exceeds it. |
| owner_approval_id | – | – | One-use owner approval for an execution above the configured spending threshold. |
| payment_mode | string | – | Generic MCP execution is demo-authorized. Use the dedicated HTTP x402 twin for payment. |
| profile_id | – | – | Saved recurring task profile to reuse. |
| profile_name | – | – | Optional task profile name. |
| quote_id | – | – | A live quote_id from get_task_quote. |
| reevaluate_profile | boolean | – | Re-evaluate profile routing before execution. |
| save_profile | boolean | – | Save a recurring task only with explicit task_profile retention. |
| task_spec | – | – | Complete TaskSpecification for quote-and-run in one operation. |
| Name | Type | Req | Description |
|---|---|---|---|
| actual_latency_ms | – | yes | – |
| actual_price_usd | – | yes | – |
| data_retention | – | – | – |
| execution_id | – | yes | – |
| execution_receipt | – | – | – |
| fallback_route | – | – | – |
| input_hash | – | – | – |
| model | – | – | – |
| model_version | – | – | – |
| output | – | yes | – |
| output_retained | – | – | – |
| payment_receipt | – | – | – |
| payment_status | – | yes | – |
| provider | – | – | – |
| quality | – | – | – |
| quote_id | – | yes | – |
| replayed | – | yes | – |
| route | object | – | – |
| schema | string | yes | – |
| status | – | yes | – |
| task_profile_id | – | – | – |
No examples provided.
verify_result ~123
Verify a Bay Run execution and receipt without re-running the task. Returns stored execution authenticity, charge and hard ceiling, input/output hashes, route/fallback facts, restriction compliance, and receipt status. Receipt integrity does not claim that a model answer is true or that model weights executed inside a cryptographically attested environment.
| Name | Type | Req | Description |
|---|---|---|---|
| execution_id | string | yes | Execution identifier returned by run_task. |
| output | – | – | Optional structured task output or full run_task response for output-hash verification. |
| receipt | – | – | Optional provenance or execution receipt to verify. |
| Name | Type | Req | Description |
|---|---|---|---|
| amount_charged_usd | – | yes | – |
| execution_authentic | boolean | yes | – |
| execution_id | – | yes | – |
| execution_status | – | yes | – |
| fallback_occurred | boolean | yes | – |
| hard_max_price_usd | – | yes | – |
| input_hash | – | yes | – |
| limitations | – | yes | – |
| model | – | yes | – |
| output_hash | – | yes | – |
| output_hash_matches | – | yes | – |
| provenance_verification | – | yes | – |
| provider | – | yes | – |
| quoted_restrictions_complied | boolean | yes | – |
| receipt_status | – | yes | – |
| receipt_valid | boolean | yes | – |
| schema | string | yes | – |
| timestamp | – | yes | – |
| within_authorized_price | – | yes | – |
No examples provided.