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Status
Healthy
Score
73.7
Transport
streamable-http
Tools
7

Production readiness

Verdict
Needs remediation
Current validation evidence shows operational or discovery gaps that should be fixed first.
Critical alerts
0
Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score
65.0
Based on 20 recent validations, 26 captured checks, and validation age of 606.4 hours.
Live checks captured
26
More direct checks increase trust in the current verdict.
Validation age
606.4h
Lower age means fresher evidence.

Recommended for

Claude Desktop
Claude Desktop is marked compatible with score 100.
Smithery
Smithery is marked compatible with score 80.
Generic Streamable HTTP
Generic Streamable HTTP is marked compatible with score 100.

Client readiness verdicts

Ready for ChatGPT custom connector
Partial
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.
Confidence: medium (65.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initializeOK
  • tools_listOK
  • transport_compliance_probeWarning
  • step_up_auth_probeMissing
  • connector_replay_probeOK — Frozen tool snapshots must survive refresh.
  • request_association_probeMissing — Roots, sampling, and elicitation should stay request-scoped.
Ready for Claude remote MCP
Ready
No major blockers detected.
Confidence: medium (65.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initializeOK
  • tools_listOK
  • transport_compliance_probeWarning
Unsafe for write actions
Yes
High-risk write, exec, or destructive tools need stronger auth and confirmation semantics.
Confidence: medium (65.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history
Disagreements: none
  • action_safety_probeError
Snapshot churn risk
Low
No material tool-surface churn detected in the latest comparison.
Confidence: medium (65.0)
Evidence provenance
Winner: history
Supporting sources: history, live_validation
Disagreements: none
  • tool_snapshot_probeOK
  • connector_replay_probeOK

Why not ready by client

ChatGPT custom connector
Partial
Remediation checklist
  • No explicit blockers recorded.
Claude remote MCP
Ready
Remediation checklist
  • No explicit blockers recorded.
Write-safe publishing
Blocked
Remediation checklist
  • No explicit blockers recorded.

Verdict traces

Production verdict
Needs remediation
Current validation evidence shows operational or discovery gaps that should be fixed first.
Confidence: medium (65.0)
Winning source: live_validation
Triggering alerts
  • validation_stale • medium • Validation evidence is stale
Client verdict trace table
VerdictStatusChecksWinning sourceConflicts
openai_connectors Partial initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe live_validation none
claude_desktop Ready initialize, tools_list, transport_compliance_probe live_validation none
unsafe_for_write_actions Yes action_safety_probe live_validation none
snapshot_churn_risk Low tool_snapshot_probe, connector_replay_probe history none

Publishability policy profiles

ChatGPT custom connector publishability
Caution
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.
  • Search Fetch Only: No
  • Write Actions Present: Yes
  • Oauth Configured: No
  • Admin Refresh Required: No
  • Safe For Company Knowledge: No
  • Safe For Messages Api Remote Mcp: No
Claude remote MCP publishability
Ready
Transport, discovery, and remote-MCP assumptions are satisfied.
  • Search Fetch Only: No
  • Write Actions Present: Yes
  • Oauth Configured: No
  • Admin Refresh Required: No
  • Safe For Company Knowledge: No
  • Safe For Messages Api Remote Mcp: No

Compatibility fixtures

ChatGPT custom connector fixture
Degraded
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.
  • remote_http_endpoint: Passes
  • oauth_discovery: Degraded
  • frozen_tool_snapshot_refresh: Passes
  • request_association: Passes
Anthropic remote MCP fixture
Passes
Remote MCP transport and discovery assumptions are satisfied.
  • remote_transport: Passes
  • tool_discovery: Passes
  • auth_connect: Passes
  • safe_write_review: Degraded

Authenticated validation sessions

Latest profile
remote_mcp
Authenticated session used
Public score isolation
Preview endpoint
/v1/verify
CI preview endpoint
/v1/ci/preview

Public server reputation

Validation success 7d
n/a
Validation success 30d
1.0
Mean time to recover
n/a
Breaking diffs 30d
0
Registry drift frequency 30d
0
Snapshot changes 30d
0

Incident & change feed

TimestampEventDetails
Apr 09, 2026 12:46:28 AM UTC Latest validation: healthy Score 73.7 with status healthy.

Capabilities

Use-case taxonomy
communication productivity web security

Security posture

Tools analyzed
7
High-risk tools
1
Destructive tools
1
Exec tools
0
Egress tools
0
Secret tools
0
Bulk-access tools
1
Risk distribution
medium:6, high:1

Tool capability & risk inventory

ToolCapabilitiesRiskFindingsNotes
auteng_publish_markdown write Medium none No explicit safeguard hints detected.
auteng_docs_create write filesystem admin Medium freeform input surface filesystem mutation admin mutation No explicit safeguard hints detected.
auteng_docs_update write filesystem admin Medium freeform input surface filesystem mutation admin mutation No explicit safeguard hints detected.
auteng_docs_list read write filesystem admin Medium filesystem mutation admin mutation No explicit safeguard hints detected.
auteng_docs_delete write delete filesystem admin High destructive operation freeform input surface filesystem mutation admin mutation No explicit safeguard hints detected.
auteng_docs_share write network filesystem Medium freeform input surface filesystem mutation No explicit safeguard hints detected.
auteng_docs_recent export Medium bulk data access No explicit safeguard hints detected.

Write-action governance

Governance status
Error
Safe to publish
Auth boundary
public_or_unclear
Blast radius
High
High-risk tools
1
Confirmation signals
none
Safeguard count
0

Status detail: 1 high-risk tool(s), 1 destructive tool(s) are exposed without a clear auth boundary; no safeguards or confirmation signals detected.

ToolRiskFlagsSafeguards
auteng_docs_delete High destructive operation freeform input surface filesystem mutation admin mutation no

Action-controls diff

Snapshot changed
no
Disabled-by-default candidates
none
Manual review candidates
none
New actions
ActionRiskFlags
No newly added actions.
Changed actions
ActionChange typesRisk
No materially changed actions.

Why this score?

Access & Protocol
32/44
Connectivity, auth, and transport expectations for common clients.
Interface Quality
35/56
How well the tool/resource interface communicates and behaves under automation.
Security Posture
26/36
How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.
Reliability & Trust
23/24
Operational stability, consistency, and trustworthiness over time.
Discovery & Governance
22.5/28
How well the server is documented, listed, and governed in public registries.
Adoption & Market
6/8
Adoption clues and public evidence that the server is intended for external use.

Algorithmic score breakdown

Auth Operability
2/4
Measures whether auth discovery and protected access behave predictably for clients.
Error Contract Quality
0/4
Grades machine-readable error structure, status alignment, and remediation hints.
Rate-Limit Semantics
2/4
Checks whether quota/throttle responses are deterministic and automation-friendly.
Schema Completeness
2/4
Completeness of tool descriptions, parameter docs, examples, and schema shape.
Backward Compatibility
4/4
Stability score across tool schema/name drift relative to prior validations.
SLO Health
3/4
Availability, latency, and burst-failure profile across recent validation history.
Security Hygiene
4/4
HTTPS posture, endpoint hygiene, and response-surface hardening checks.
Task Success
4/4
Can an agent reliably initialize, enumerate tools, and execute core MCP flows?
Trust Confidence
4/4
Confidence-adjusted reliability score that penalizes low evidence volume.
Abuse/Noise Resilience
4/4
How well the server preserves core behavior in the presence of noisy traffic patterns.
Prompt Contract
2/4
Quality of prompt metadata, argument shape, and prompt discoverability for clients.
Resource Contract
2/4
How completely resources and resource templates describe URIs, types, and usage shape.
Discovery Metadata
4/4
Homepage, docs, icon, repository, support, and license coverage for directory consumers.
Registry Consistency
3/4
Agreement between stored registry metadata, live server-card data, and current validation output.
Installability
4/4
How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.
Session Semantics
4/4
Determinism and state behavior across repeated MCP calls, including sticky-session surprises.
Tool Surface Design
3/4
Naming clarity, schema ergonomics, and parameter complexity across the tool surface.
Result Shape Stability
4/4
Stability of declared output schemas across validations, with penalties for drift or missing shapes.
OAuth Interop
3/4
Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.
Recovery Semantics
0/4
Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.
Maintenance Signal
3/4
Versioning, update recency, and historical validation cadence that indicate active stewardship.
Adoption Signal
3/4
Directory presence and distribution clues that suggest the server is intended for external use.
Freshness Confidence
4/4
Confidence that recent validations are current enough and dense enough to trust operationally.
Transport Fidelity
4/4
Whether declared transport metadata matches the observed endpoint behavior and response formats.
Spec Recency
2/4
How close the server’s claimed MCP protocol version is to the latest known public revision.
Session Resume
3/4
Whether Streamable HTTP session identifiers and resumed requests behave cleanly for real clients.
Step-Up Auth
3/4
Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.
Transport Compliance
2/4
Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.
Utility Coverage
2/4
Signals support for completions, pagination, and task-oriented utility surfaces that larger clients increasingly expect.
Advanced Capability Coverage
3/4
Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.
Connector Publishability
3/4
How ready the server looks for client catalogs and managed connector programs.
Tool Snapshot Churn
4/4
Stability of the tool surface across recent validations, including add/remove and output-shape drift.
Connector Replay
4/4
Whether a previously published frozen connector snapshot would remain backward compatible after the latest tool refresh.
Request Association
3/4
Whether roots, sampling, and elicitation appear tied to active client requests instead of arriving unsolicited on idle sessions.
Interactive Flow Safety
3/4
Whether prompts and docs steer users toward safe auth flows instead of pasting secrets directly.
Action Safety
2/4
Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.
Official Registry Presence
4/4
Whether the server appears directly or indirectly in the official MCP registry.
Provenance Divergence
4/4
How closely official registry metadata, the live server card, and public repo/package signals agree with each other.
Safety Transparency
2/4
Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.
Tool Capability Clarity
3/4
How clearly the tool surface communicates whether each action reads, writes, deletes, executes, or exports data.
Destructive Operation Safety
2/4
Penalizes delete/revoke/destroy style tools unless auth and safeguards reduce blast radius.
Egress / SSRF Resilience
3/4
Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.
Execution / Sandbox Safety
4/4
Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.
Data Exfiltration Resilience
2/4
Assesses export, dump, backup, and bulk-read behavior against the surrounding auth and safeguard signals.
Least Privilege Scope
2/4
Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.
Secret Handling Hygiene
3/4
Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.
Supply Chain Signal
2.5/4
Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.
Input Sanitization Safety
3/4
Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.
Tool Namespace Clarity
4/4
Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.

Compatibility profiles

OpenAI Connectors
77.8
partial
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.
Connector URL: https://auteng.ai/mcp
# No OAuth metadata detected.
# Server: ai.auteng/mcp
Claude Desktop
100.0
compatible
No major blockers detected.
{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://auteng.ai/mcp"]
    }
  }
}
Smithery
80.0
compatible
Machine-readable failure semantics should be present.
smithery mcp add "https://auteng.ai/mcp"
Generic Streamable HTTP
100.0
compatible
No major blockers detected.
curl -sS https://auteng.ai/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Actionable remediation

SeverityRemediationWhy it mattersRecommended action
High Add confirmation and dry-run semantics for risky actions High-risk write, delete, exec, or egress tools should communicate safeguards clearly. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Align session and protocol behavior with Streamable HTTP expectations Clients increasingly rely on MCP-Protocol-Version, session teardown, and expired-session semantics. Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.
Playbook
  • Return `Mcp-Session-Id` and `Mcp-Protocol-Version` headers consistently on streamable HTTP responses.
  • Honor `DELETE` session teardown and return `404` when a deleted session is reused.
  • Reject invalid protocol-version headers with `400 Bad Request`.
High Associate roots, sampling, and elicitation with active client requests Modern MCP guidance expects roots, sampling, and elicitation traffic to be tied to an active client request instead of arriving unsolicited on idle sessions. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Expose /.well-known/oauth-protected-resource Without a protected-resource document, OAuth clients cannot discover auth requirements reliably. Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata.
Playbook
  • Serve `/.well-known/oauth-protected-resource` from the same host as the MCP endpoint.
  • Point it at the authorization server metadata URL.
  • Confirm clients receive consistent auth hints before tool execution.
High Publish OAuth authorization-server metadata Clients need authorization-server metadata to discover issuer, endpoints, and DCR support. Publish /.well-known/oauth-authorization-server from your issuer and include registration_endpoint when supported.
Playbook
  • Publish `/.well-known/oauth-authorization-server` from the issuer.
  • Add `registration_endpoint` if DCR is supported.
  • Verify issuer, authorization, token, and jwks metadata are all reachable.
High Publish a complete server card Missing or incomplete server-card metadata weakens discovery, documentation, and trust signals. Serve /.well-known/mcp/server-card.json and include tools, prompts/resources, homepage, and support links.
Playbook
  • Publish `/.well-known/mcp/server-card.json`.
  • Include homepage, repository, support, tools, prompts/resources, and auth metadata.
  • Revalidate the server after publishing the card.
High Stop asking users to paste secrets directly Public MCP servers should prefer OAuth or browser-based auth guidance over in-band secret collection. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Adopt a current MCP protocol revision Older protocol revisions reduce compatibility with newer clients and registry programs. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Close connector-publishing gaps Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Document minimal scopes and return cleaner auth challenges Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints. Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront.
Playbook
  • Advertise the narrowest viable scopes in OAuth metadata.
  • Return `WWW-Authenticate` challenges with scope or insufficient-scope hints when additional consent is needed.
  • Revalidate with both public discovery and auth-required flows.
Medium Publish OpenID configuration OIDC metadata improves token validation and client compatibility. Expose /.well-known/openid-configuration with issuer, jwks_uri, and supported grants.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Respond to validation evidence is stale Latest validation is 606.4 hours old. Trigger a fresh validation run or increase scheduler priority for this server.
Playbook
  • Queue a new validation run now.
  • Inspect whether the scheduler priority should be raised for this server.
  • Do not rely on stale evidence for production decisions.
Medium Support resumable HTTP sessions cleanly Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Low Expose modern utility surfaces like completions, pagination, or tasks Utility coverage improves interoperability with larger clients and long-lived agent workflows. Expose completions, pagination, and task metadata where supported so larger clients can plan and resume work safely.
Playbook
  • Advertise `completions`, pagination cursors, and `tasks` only when they are actually supported.
  • Return `nextCursor` on large list operations when pagination is available.
  • Document task support and whether it requires step-up auth.
Low Publish newer MCP capability signals Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.

Point loss breakdown

ComponentCurrentPoints missing
Recovery Semantics 0/4 -4.0
Error Contract 0/4 -4.0
Utility Coverage 2/4 -2.0
Transport Compliance 2/4 -2.0
Spec Recency 2/4 -2.0
Schema Completeness 2/4 -2.0
Safety Transparency 2/4 -2.0
Resource Contract 2/4 -2.0
Rate Limit Semantics 2/4 -2.0
Prompt Contract 2/4 -2.0
Least Privilege Scope 2/4 -2.0
Destructive Operation Safety 2/4 -2.0

Validation diff

Score delta
0
Summary changed
no
Tool delta
0
Prompt delta
0
Auth mode changed
no
Write surface expanded
no
Protocol regressed
no
Registry drift changed
no

Regressed checks: none

Improved checks: none

ComponentPreviousLatestDelta
No component deltas between the latest two runs.

Tool snapshot diff & changelog

Snapshot changed
no
Added tools
none
Removed tools
none
Required-argument changes
ToolAdded required argsRemoved required args
No required-argument changes detected.
Output-schema drift
ToolPrevious propertiesLatest properties
No output-schema drift detected.

Connector replay

Status
OK
Backward compatible
Would break after refresh
Added tools
none
Removed tools
none
Additive output changes
none
Required-argument replay breaks
ToolAdded required argsRemoved required args
No required-argument replay breaks detected.
Output-schema replay breaks
ToolRemoved propertiesAdded properties
No output-schema replay breaks detected.

Transport compliance drilldown

Probe status
Warning
Transport
streamable-http
Session header
no
Protocol header
no
Bad protocol response
400
DELETE teardown
n/a
Expired session retry
n/a
Last-Event-ID visible
no

Issues: missing_session_id, missing_protocol_header

Request association

Status
Missing
Advertised capabilities
none
Observed idle methods
none
Violating methods
none
Probe HTTP status
n/a
Issues
none

Utility coverage

Probe status
Missing
Completions
not detected
Completion probe target: none
Pagination
not detected
No nextCursor evidence.
Tasks
Missing
Advertised: no

Benchmark tasks

Benchmark taskStatusEvidence
Discover tools Passes
  • initializeOK
  • tools_listOK
Read-only fetch flow Likely to fail
  • resource_readMissing
  • read_only_tool_surfaceMissing
OAuth-required connect Degraded
  • oauth_protected_resourceError
  • step_up_auth_probeMissing
Safe write flow with confirmation Likely to fail
  • action_safety_probeError

Registry & provenance divergence

Probe status
OK
Direct official match
yes
Drift fields
none
FieldRegistryLive server card
Titlen/an/a
Versionn/an/a
Homepagen/an/a

Active alerts

Aliases & registry graph

IdentifierSourceCanonicalScore
ai.auteng/mcp official_registry yes 73.72
ai.auteng/docs official_registry no 74.23

Alias consolidation

Canonical identifier
ai.auteng/mcp
Duplicate aliases
1
Registry sources
official_registry
Source disagreements
FieldWhat differsObserved values
Remote URL Aliases currently point at different MCP endpoints, which can indicate mirrors, stale registry data, or a real endpoint split. https://auteng.ai/mcp https://auteng.ai/mcp/docs
Registry identifier Different registry-specific identifiers resolve to the same canonical server record here. ai.auteng/docs ai.auteng/mcp

Install snippets

Openai Connectors
Connector URL: https://auteng.ai/mcp
# No OAuth metadata detected.
# Server: ai.auteng/mcp
Claude Desktop
{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://auteng.ai/mcp"]
    }
  }
}
Smithery
smithery mcp add "https://auteng.ai/mcp"
Generic Http
curl -sS https://auteng.ai/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Agent access & tool surface

Live server tools
auteng_publish_markdown auteng_docs_create auteng_docs_update auteng_docs_list auteng_docs_delete auteng_docs_share auteng_docs_recent
Observed from the latest live validation against https://auteng.ai/mcp. This is the target server surface, not Verify's own inspection tools.
Live capability counts
7 tools • 0 prompts • 0 resources
Counts come from the latest tools/list, prompts/list, and resources/list checks.
Inspect with Verify
search_servers recommend_servers get_server_report compare_servers
Use Verify itself to search, recommend, compare, and fetch the full report for ai.auteng/mcp.
Direct machine links

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions
0
Teams: none

Alert routing

Active watches
0
Generic webhooks
0
Slack routes
0
Teams routes
0
Email routes
0
WatchTeamChannelsMinimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count
20
Average Latency Ms
2378.73
Healthy Run Ratio Recent
1.0
Registry Presence Count
2
Active Alert Count
1
Watcher Count
0
Verified Claim
False
Taxonomy Tags
communication, productivity, web, security
Score Trend
73.72, 73.72, 73.72, 73.72, 73.72, 73.72, 73.72, 73.72, 73.72, 73.72
Remediation Count
15
High Risk Tool Count
1
Destructive Tool Count
1
Exec Tool Count
0

Maintainer response quality

Score
16.67
Verified claim
Support contact
Changelog present
Incident notes present
Tool changes documented
Annotation history
Annotation count
0

Maintainer annotations

No maintainer annotations have been recorded yet.

Maintainer rebuttals & expected behavior

No maintainer rebuttals or expected-behavior overrides are recorded yet.

Latest validation evidence

Latest summary
Healthy
Validation profile
remote_mcp
Started
Apr 09, 2026 12:46:26 AM UTC
Latency
2277.9 ms

Failures

Checks

CheckStatusLatencyEvidence
action_safety_probe Error n/a 1 high-risk, 1 destructive tool(s); no clear auth boundary; safeguards=0; confirmation=none.
advanced_capabilities_probe Warning n/a Only 3 capability signal(s): prompts, resources, structured outputs.
connector_publishability_probe Warning n/a Publishability blockers: action safety, server card.
connector_replay_probe OK n/a Backward compatible with no breaking tool-surface changes.
determinism_probe OK 159.3 ms Check completed
initialize OK 205.1 ms Protocol 2025-03-26
interactive_flow_probe Missing n/a Check completed
oauth_authorization_server Missing n/a no authorization server
oauth_protected_resource Error 247.2 ms Client error '403 Forbidden' for url 'https://auteng.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403
official_registry_probe OK n/a Check completed
openid_configuration Missing n/a no authorization server
probe_noise_resilience OK 4.4 ms Fetched https://auteng.ai/robots.txt
prompt_get Missing n/a not advertised
prompts_list OK 241.4 ms 0 prompt(s) exposed
protocol_version_probe Warning n/a Claims 2025-03-26; 2 release(s) behind 2025-11-25.
provenance_divergence_probe OK n/a Check completed
request_association_probe Missing n/a No request-association capabilities were advertised.
resource_read Missing n/a not advertised
resources_list OK 129.0 ms 0 resource item(s) exposed
server_card Error 348.2 ms Client error '403 Forbidden' for url 'https://auteng.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403
session_resume_probe Warning n/a no session id
step_up_auth_probe Missing n/a No OAuth or incremental-scope signals detected.
tool_snapshot_probe OK n/a Check completed
tools_list OK 239.4 ms 7 tool(s) exposed
transport_compliance_probe Warning 185.3 ms Issues: missing session id, missing protocol header (bad protocol=400).
utility_coverage_probe Missing 178.1 ms No completions evidence; no pagination evidence; tasks missing.

Raw evidence view

Show raw JSON evidence
{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [],
        "safeguard_count": 0,
        "summary": {
          "bulk_access_tools": 1,
          "capability_distribution": {
            "admin": 4,
            "delete": 1,
            "export": 1,
            "filesystem": 5,
            "network": 1,
            "read": 1,
            "write": 6
          },
          "destructive_tools": 1,
          "egress_tools": 0,
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    "connector_publishability_probe": {
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        ],
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        "payload": {
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          "jsonrpc": "2.0",
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              {
                "description": "\nPublish markdown as a publicly shareable AutEng document.\n\nProxies to backend endpoint:\nPOST /api/tools/docs/publish-markdown/\n",
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                        {
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              },
              {
                "description": "\nCreate a document in the agent's workspace.\n\nRequires EIP-191 wallet signature auth. Sign the message\n\"auteng:{timestamp}:{nonce}\" with personal_sign and provide\nthe signature, timestamp, nonce, and wallet address.\n\nArgs:\n    wallet_address: 0x... checksummed wallet address\n    wallet_signature: EIP-191 signature of \"auteng:{timestamp}:{nonce}\"\n    wallet_timestamp: Unix timestamp in seconds (must be within 5 min of server time)\n    wallet_nonce: Random hex string (32 chars, single-use)\n    agent_display_name: Display name for the agent\n    path: File path in workspace (e.g. \"reports/q1.md\"). Must end with extension.\n    content: Markdown content (max 100 KB)\n    title: Optional display title (derived from path if omitted)\n",
                "inputSchema": {
                  "properties": {
                    "agent_display_name": {
                      "title": "Agent Display Name",
                      "type": "string"
                    },
                    "content": {
                      "title": "Content",
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                    },
                    "path": {
                      "title": "Path",
                      "type": "string"
                    },
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                          "type": "string"
                        },
                        {
                          "type": "null"
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                      ],
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                    },
                    "wallet_address": {
                      "title": "Wallet Address",
                      "type": "string"
                    },
                    "wallet_nonce": {
                      "title": "Wallet Nonce",
                      "type": "string"
                    },
                    "wallet_signature": {
                      "title": "Wallet Signature",
                      "type": "string"
                    },
                    "wallet_timestamp": {
                      "title": "Wallet Timestamp",
                      "type": "string"
                    }
                  },
                  "required": [
                    "wallet_address",
                    "wallet_signature",
                    "wallet_timestamp",
                    "wallet_nonce",
                    "agent_display_name",
                    "path",
                    "content"
                  ],
                  "title": "auteng_docs_createArguments",
                  "type": "object"
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                "outputSchema": {
                  "additionalProperties": true,
                  "title": "auteng_docs_createDictOutput",
                  "type": "object"
                }
              },
              {
                "description": "\nUpdate an existing document in the agent's workspace.\n\nRequires EIP-191 wallet signature auth. See auteng_docs_create for auth details.\n\nArgs:\n    wallet_address: 0x... checksummed wallet address\n    wallet_signature: EIP-191 signature of \"auteng:{timestamp}:{nonce}\"\n    wallet_timestamp: Unix timestamp in seconds\n    wallet_nonce: Random hex string (32 chars, single-use)\n    agent_display_name: Display name for the agent\n    path: File path of document to update (e.g. \"reports/q1.md\")\n    content: New markdown content (max 100 KB)\n",
                "inputSchema": {
                  "properties": {
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                    },
                    "path": {
                      "title": "Path",
                      "type": "string"
                    },
                    "wallet_address": {
                      "title": "Wallet Address",
                      "type": "string"
                    },
                    "wallet_nonce": {
                      "title": "Wallet Nonce",
                      "type": "string"
                    },
                    "wallet_signature": {
                      "title": "Wallet Signature",
                      "type": "string"
                    },
                    "wallet_timestamp": {
                      "title": "Wallet Timestamp",
                      "type": "string"
                    }
                  },
                  "required": [
                    "wallet_address",
                    "wallet_signature",
                    "wallet_timestamp",
                    "wallet_nonce",
                    "agent_display_name",
                    "path",
                    "content"
                  ],
                  "title": "auteng_docs_updateArguments",
                  "type": "object"
                },
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                "outputSchema": {
                  "additionalProperties": true,
                  "title": "auteng_docs_updateDictOutput",
                  "type": "object"
                }
              },
              {
                "description": "\nList documents in the agent's workspace.\n\nRequires EIP-191 wallet signature auth. See auteng_docs_create for auth details.\n\nArgs:\n    wallet_address: 0x... checksummed wallet address\n    wallet_signature: EIP-191 signature of \"auteng:{timestamp}:{nonce}\"\n    wallet_timestamp: Unix timestamp in seconds\n    wallet_nonce: Random hex string (32 chars, single-use)\n    agent_display_name: Display name for the agent\n    prefix: Optional path prefix filter (e.g. \"reports/\")\n",
                "inputSchema": {
                  "properties": {
                    "agent_display_name": {
                      "title": "Agent Display Name",
                      "type": "string"
                    },
                    "prefix": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "default": null,
                      "title": "Prefix"
                    },
                    "wallet_address": {
                      "title": "Wallet Address",
                      "type": "string"
                    },
                    "wallet_nonce": {
                      "title": "Wallet Nonce",
                      "type": "string"
                    },
                    "wallet_signature": {
                      "title": "Wallet Signature",
                      "type": "string"
                    },
                    "wallet_timestamp": {
                      "title": "Wallet Timestamp",
                      "type": "string"
                    }
                  },
                  "required": [
                    "wallet_address",
                    "wallet_signature",
                    "wallet_timestamp",
                    "wallet_nonce",
                    "agent_display_name"
                  ],
                  "title": "auteng_docs_listArguments",
                  "type": "object"
                },
                "name": "auteng_docs_list",
                "outputSchema": {
                  "additionalProperties": true,
                  "title": "auteng_docs_listDictOutput",
                  "type": "object"
                }
              },
              {
                "description": "\nDelete a document from the agent's workspace.\n\nRequires EIP-191 wallet signature auth. See auteng_docs_create for auth details.\n\nArgs:\n    wallet_address: 0x... checksummed wallet address\n    wallet_signature: EIP-191 signature of \"auteng:{timestamp}:{nonce}\"\n    wallet_timestamp: Unix timestamp in seconds\n    wallet_nonce: Random hex string (32 chars, single-use)\n    agent_display_name: Display name for the agent\n    path: File path of document to delete (e.g. \"reports/q1.md\")\n",
                "inputSchema": {
                  "properties": {
                    "agent_display_name": {
                      "title": "Agent Display Name",
                      "type": "string"
                    },
                    "path": {
                      "title": "Path",
                      "type": "string"
                    },
                    "wallet_address": {
                      "title": "Wallet Address",
                      "type": "string"
                    },
                    "wallet_nonce": {
                      "title": "Wallet Nonce",
                      "type": "string"
                    },
                    "wallet_signature": {
                      "title": "Wallet Signature",
                      "type": "string"
                    },
                    "wallet_timestamp": {
                      "title": "Wallet Timestamp",
                      "type": "string"
                    }
                  },
                  "required": [
                    "wallet_address",
                    "wallet_signature",
                    "wallet_timestamp",
                    "wallet_nonce",
                    "agent_display_name",
                    "path"
                  ],
                  "title": "auteng_docs_deleteArguments",
                  "type": "object"
                },
                "name": "auteng_docs_delete",
                "outputSchema": {
                  "additionalProperties": true,
                  "title": "auteng_docs_deleteDictOutput",
                  "type": "object"
                }
              },
              {
                "description": "\nShare a document publicly. Returns a shareable URL.\n\nRate limited to 10 shares per wallet per day.\nRequires EIP-191 wallet signature auth. See auteng_docs_create for auth details.\n\nArgs:\n    wallet_address: 0x... checksummed wallet address\n    wallet_signature: EIP-191 signature of \"auteng:{timestamp}:{nonce}\"\n    wallet_timestamp: Unix timestamp in seconds\n    wallet_nonce: Random hex string (32 chars, single-use)\n    agent_display_name: Display name for the agent\n    path: File path of document to share (e.g. \"reports/q1.md\")\n    visibility: Share visibility \u2014 only \"public\" in current version\n",
                "inputSchema": {
                  "properties": {
                    "agent_display_name": {
                      "title": "Agent Display Name",
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                    },
                    "path": {
                      "title": "Path",
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                    },
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                      "default": "public",
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                      "type": "string"
                    },
                    "wallet_address": {
                      "title": "Wallet Address",
                      "type": "string"
                    },
                    "wallet_nonce": {
                      "title": "Wallet Nonce",
                      "type": "string"
                    },
                    "wallet_signature": {
                      "title": "Wallet Signature",
                      "type": "string"
                    },
                    "wallet_timestamp": {
                      "title": "Wallet Timestamp",
                      "type": "string"
                    }
                  },
                  "required": [
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                    "wallet_signature",
                    "wallet_timestamp",
                    "wallet_nonce",
                    "agent_display_name",
                    "path"
                  ],
                  "title": "auteng_docs_shareArguments",
                  "type": "object"
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                "outputSchema": {
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                  "title": "auteng_docs_shareDictOutput",
                  "type": "object"
                }
              },
              {
                "description": "\nBrowse the public recents feed of shared documents.\n\nNo authentication required. Returns recently shared public documents,\nnewest first.\n\nArgs:\n    page: Page number (default 1)\n    limit: Items per page (default 20, max 100)\n",
                "inputSchema": {
                  "properties": {
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                      "default": 20,
                      "title": "Limit",
                      "type": "integer"
                    },
                    "page": {
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                      "type": "integer"
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                  },
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              }
            ]
          }
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        "url": "https://auteng.ai/mcp"
      },
      "latency_ms": 239.41,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json"
        },
        "bad_protocol_payload": {
          "error": {
            "code": -32600,
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          },
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        "issues": [
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        "last_event_id_visible": false,
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        "requested_protocol_version": "2025-03-26",
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      "latency_ms": 185.27,
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    "utility_coverage_probe": {
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          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
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          "http_status": 200,
          "probe_status": "missing"
        }
      },
      "latency_ms": 178.14,
      "status": "missing"
    }
  },
  "failures": {
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      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '403 Forbidden' for url 'https://auteng.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
      "url": "https://auteng.ai/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '403 Forbidden' for url 'https://auteng.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
      "url": "https://auteng.ai/.well-known/mcp/server-card.json"
    }
  },
  "remote_url": "https://auteng.ai/mcp",
  "server_card_payload": null,
  "server_identifier": "ai.auteng/mcp"
}

Known versions

Validation history

7 day score delta
+0.0
30 day score delta
+0.0
Recent healthy ratio
100%
Freshness
606.4h
TimestampStatusScoreLatencyTools
Apr 09, 2026 12:46:28 AM UTC Healthy 73.7 2277.9 ms 7
Apr 08, 2026 12:44:30 AM UTC Healthy 73.7 2449.4 ms 7
Apr 07, 2026 12:42:57 AM UTC Healthy 73.7 2198.3 ms 7
Apr 06, 2026 12:40:01 AM UTC Healthy 73.7 2550.5 ms 7
Apr 05, 2026 12:37:50 AM UTC Healthy 73.7 2425.4 ms 7
Apr 04, 2026 12:36:53 AM UTC Healthy 73.7 2749.4 ms 7
Apr 03, 2026 12:32:10 AM UTC Healthy 73.7 2167.1 ms 7
Apr 02, 2026 12:20:20 AM UTC Healthy 73.7 2458.0 ms 7

Validation timeline

ValidatedSummaryScoreProtocolAuth modeToolsHigh-risk toolsChanges
Apr 09, 2026 12:46:28 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Apr 08, 2026 12:44:30 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Apr 07, 2026 12:42:57 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Apr 06, 2026 12:40:01 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Apr 05, 2026 12:37:50 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Apr 04, 2026 12:36:53 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Apr 03, 2026 12:32:10 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Apr 02, 2026 12:20:20 AM UTC Healthy 73.7 2025-03-26 public 7 1 none
Mar 31, 2026 11:43:18 PM UTC Healthy 73.7 2025-03-26 public 7 1 none
Mar 30, 2026 11:34:30 PM UTC Healthy 73.7 2025-03-26 public 7 1 none
Mar 29, 2026 11:21:32 PM UTC Healthy 73.7 2025-03-26 public 7 1 none
Mar 28, 2026 10:03:03 PM UTC Healthy 73.7 2025-03-26 public 7 1 none

Recent validation runs

StartedStatusSummaryLatencyChecks
Apr 09, 2026 12:46:26 AM UTC Completed Healthy 2277.9 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 08, 2026 12:44:28 AM UTC Completed Healthy 2449.4 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 07, 2026 12:42:55 AM UTC Completed Healthy 2198.3 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 06, 2026 12:39:58 AM UTC Completed Healthy 2550.5 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 05, 2026 12:37:48 AM UTC Completed Healthy 2425.4 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 04, 2026 12:36:51 AM UTC Completed Healthy 2749.4 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 03, 2026 12:32:08 AM UTC Completed Healthy 2167.1 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 02, 2026 12:20:17 AM UTC Completed Healthy 2458.0 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Mar 31, 2026 11:43:15 PM UTC Completed Healthy 2415.6 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Mar 30, 2026 11:34:27 PM UTC Completed Healthy 2132.3 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe