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dev.lingo/main

dev.lingo/main

Lingo.dev MCP Server - World-class i18n implementation with ICU MessageFormat.

Status
Healthy
Score
73.6
Transport
streamable-http
Tools
4

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 605.5 hours.
Live checks captured
26
More direct checks increase trust in the current verdict.
Validation age
605.5h
Lower age means fresher evidence.

Recommended for

Claude Desktop
Claude Desktop is marked compatible with score 100.
Smithery
Smithery is marked compatible with score 100.
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 12:23:11 AM UTC Latest validation: healthy Score 73.6 with status healthy.

Capabilities

Use-case taxonomy
development search communication productivity

Security posture

Tools analyzed
4
High-risk tools
2
Destructive tools
0
Exec tools
2
Egress tools
0
Secret tools
0
Bulk-access tools
2
Risk distribution
medium:2, high:1, critical:1

Tool capability & risk inventory

ToolCapabilitiesRiskFindingsNotes
get_project_context read network filesystem admin Medium none No explicit safeguard hints detected.
get_framework_docs read write exec network filesystem admin export Critical command execution bulk data access filesystem mutation admin mutation No explicit safeguard hints detected.
get_i18n_library_docs read write network Medium none No explicit safeguard hints detected.
i18n_checklist read write exec network filesystem admin export High command execution bulk data access filesystem mutation admin mutation Safeguards hinted in metadata.

Write-action governance

Governance status
Error
Safe to publish
Auth boundary
public_or_unclear
Blast radius
High
High-risk tools
2
Confirmation signals
i18n_checklist
Safeguard count
1

Status detail: 2 high-risk tool(s), 2 exec-capable tool(s) are exposed without a clear auth boundary; 1 safeguard(s) and 1 confirmation signal(s) detected.

ToolRiskFlagsSafeguards
get_framework_docs Critical command execution bulk data access filesystem mutation admin mutation no
i18n_checklist High command execution bulk data access filesystem mutation admin mutation yes

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
36.4/56
How well the tool/resource interface communicates and behaves under automation.
Security Posture
24.35/36
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
23.5/28
How well the server is documented, listed, and governed in public registries.
Adoption & Market
5/8
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
3.4/4
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
2/4
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
3/4
Homepage, docs, icon, repository, support, and license coverage for directory consumers.
Registry Consistency
2/4
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
3/4
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
4/4
Versioning, update recency, and historical validation cadence that indicate active stewardship.
Adoption Signal
2/4
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
2/4
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
4/4
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
3/4
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
2/4
Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.
Data Exfiltration Resilience
3.4/4
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://mcp.lingo.dev/main
# No OAuth metadata detected.
# Server: dev.lingo/main
Claude Desktop
100.0
compatible
No major blockers detected.
{
  "mcpServers": {
    "main": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.lingo.dev/main"]
    }
  }
}
Smithery
100.0
compatible
No major blockers detected.
smithery mcp add "https://mcp.lingo.dev/main"
Generic Streamable HTTP
100.0
compatible
No major blockers detected.
curl -sS https://mcp.lingo.dev/main -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 Repair prompts/list or stop advertising prompts Prompt metadata should either work live or be removed from the advertised capability set. Only advertise prompts if prompts/list works and prompt arguments are documented.
Playbook
  • Only advertise prompts that are actually accessible.
  • Add prompt descriptions and argument docs.
  • Run a live `prompts/list` check after any prompt changes.
Medium Repair resources/list or stop advertising resources Resource metadata should either work live or be removed from the advertised capability set. Only advertise resources if resources/list works and resources expose stable URIs/types.
Playbook
  • Only advertise resources with stable URIs and read semantics.
  • Add MIME/type hints where possible.
  • Run a live `resources/list` and `resources/read` check after updates.
Medium Respond to validation evidence is stale Latest validation is 605.5 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
Utility Coverage 2/4 -2.0
Transport Compliance 2/4 -2.0
Spec Recency 2/4 -2.0
Security Hygiene 2/4 -2.0
Schema Completeness 2/4 -2.0
Resource Contract 2/4 -2.0
Registry Consistency 2/4 -2.0
Rate Limit Semantics 2/4 -2.0
Prompt Contract 2/4 -2.0
Least Privilege Scope 2/4 -2.0
Execution Sandbox 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
dev.lingo/main official_registry yes 73.6

Alias consolidation

Canonical identifier
dev.lingo/main
Duplicate aliases
0
Registry sources
official_registry
Homepages
none
Source disagreements
FieldWhat differsObserved values
No source disagreements detected.

Install snippets

Openai Connectors
Connector URL: https://mcp.lingo.dev/main
# No OAuth metadata detected.
# Server: dev.lingo/main
Claude Desktop
{
  "mcpServers": {
    "main": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.lingo.dev/main"]
    }
  }
}
Smithery
smithery mcp add "https://mcp.lingo.dev/main"
Generic Http
curl -sS https://mcp.lingo.dev/main -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
get_project_context get_framework_docs get_i18n_library_docs i18n_checklist
Observed from the latest live validation against https://mcp.lingo.dev/main. This is the target server surface, not Verify's own inspection tools.
Live capability counts
4 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 dev.lingo/main.
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
1844.7
Healthy Run Ratio Recent
1.0
Registry Presence Count
1
Active Alert Count
1
Watcher Count
0
Verified Claim
False
Taxonomy Tags
development, search, communication, productivity
Score Trend
73.6, 73.6, 73.6, 73.6, 73.6, 73.6, 73.6, 73.6, 73.6, 73.6
Remediation Count
17
High Risk Tool Count
2
Destructive Tool Count
0
Exec Tool Count
2

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 12:23:09 AM UTC
Latency
2198.0 ms

Failures

Checks

CheckStatusLatencyEvidence
action_safety_probe Error n/a 2 high-risk, 2 exec-capable tool(s); no clear auth boundary; safeguards=1; confirmation=i18n checklist.
advanced_capabilities_probe Missing n/a No advanced MCP capability signals detected.
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 345.7 ms Check completed
initialize OK 685.4 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 33.6 ms Client error '404 Not Found' for url 'https://mcp.lingo.dev/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
official_registry_probe OK n/a Check completed
openid_configuration Missing n/a no authorization server
probe_noise_resilience OK 27.7 ms Fetched https://mcp.lingo.dev/robots.txt
prompt_get Missing n/a not advertised
prompts_list Missing 42.3 ms not supported
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 Missing 35.4 ms not supported
server_card Error 150.4 ms Client error '404 Not Found' for url 'https://mcp.lingo.dev/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
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 435.6 ms 4 tool(s) exposed
transport_compliance_probe Warning 30.0 ms Issues: missing session id, missing protocol header (bad protocol=400).
utility_coverage_probe Missing 15.0 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": [
          "i18n_checklist"
        ],
        "safeguard_count": 1,
        "summary": {
          "bulk_access_tools": 2,
          "capability_distribution": {
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            "tools": [
              {
                "description": "Captures the user's project architecture to inform i18n implementation strategy.\n\n## When to Use\n\n**Called during i18n_checklist Step 1.**\n\nThe checklist tool will tell you when to call this. If you're implementing i18n:\n1. Call i18n_checklist(step_number=1, done=false) FIRST\n2. The checklist will instruct you to call THIS tool\n3. Then use the results for subsequent steps\n\nDo NOT call this before calling the checklist tool\n\n## Why This Matters\n\nFrameworks handle i18n through completely different mechanisms. The same outcome (locale-aware routing) requires different code for Next.js vs TanStack Start vs React Router. Without accurate detection, you'll implement patterns that don't work.\n\n## How to Use\n\n1. Examine the user's project files (package.json, directories, config files)\n2. Identify framework markers and version\n3. Construct a detectionResults object matching the schema\n4. Call this tool with your findings\n5. Store the returned framework identifier for get_framework_docs calls\n\nThe schema requires:\n- framework: Exact variant (nextjs-app-router, nextjs-pages-router, tanstack-start, react-router)\n- majorVersion: Specific version number (13-16 for Next.js, 1 for TanStack Start, 7 for React Router)\n- sourceDirectory, hasTypeScript, packageManager\n- Any detected locale configuration\n- Any detected i18n library (currently only react-intl supported)\n\n## What You Get\n\nReturns the framework identifier needed for documentation fetching. The 'framework' field in the response is the exact string you'll use with get_framework_docs.",
                "execution": {
                  "taskSupport": "forbidden"
                },
                "inputSchema": {
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                  "properties": {
                    "detectionResults": {
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                        {
                          "additionalProperties": false,
                          "properties": {
                            "cicd": {
                              "additionalProperties": false,
                              "properties": {
                                "detected": {
                                  "type": "boolean"
                                },
                                "platform": {
                                  "enum": [
                                    "github-actions",
                                    "gitlab-ci",
                                    "circleci",
                                    "jenkins",
                                    "azure-pipelines",
                                    "travis-ci",
                                    "buildkite",
                                    "none"
                                  ],
                                  "type": "string"
                                }
                              },
                              "required": [
                                "detected",
                                "platform"
                              ],
                              "type": "object"
                            },
                            "configFiles": {
                              "additionalProperties": {
                                "anyOf": [
                                  {
                                    "not": {}
                                  },
                                  {
                                    "type": "string"
                                  }
                                ]
                              },
                              "type": "object"
                            },
                            "features": {
                              "additionalProperties": false,
                              "properties": {
                                "hasAppDirectory": {
                                  "type": "boolean"
                                },
                                "turbopack": {
                                  "type": "boolean"
                                }
                              },
                              "required": [
                                "hasAppDirectory",
                                "turbopack"
                              ],
                              "type": "object"
                            },
                            "framework": {
                              "const": "nextjs-app-router",
                              "type": "string"
                            },
                            "hasTypeScript": {
                              "type": "boolean"
                            },
                            "locales": {
                              "additionalProperties": false,
                              "properties": {
                                "defaultLocale": {
                                  "type": "string"
                                },
                                "detected": {
                                  "items": {
                                    "type": "string"
                                  },
                                  "type": "array"
                                },
                                "i18nLibrary": {
                                  "enum": [
                                    "react-intl"
                                  ],
                                  "type": "string"
                                },
                                "localeDirectory": {
                                  "type": "string"
                                }
                              },
                              "required": [
                                "detected"
                              ],
                              "type": "object"
                            },
                            "majorVersion": {
                              "enum": [
                                13,
                                14,
                                15,
                                16
                              ],
                              "type": "number"
                            },
                            "packageManager": {
                              "enum": [
                                "npm",
                                "yarn",
                                "pnpm",
                                "bun",
                                "unknown"
                              ],
                              "type": "string"
                            },
                            "sourceDirectory": {
                              "enum": [
                                "src",
                                "root",
                                "custom"
                              ],
                              "type": "string"
                            }
                          },
                          "required": [
                            "sourceDirectory",
                            "hasTypeScript",
                            "packageManager",
                            "configFiles",
                            "locales",
                            "cicd",
                            "framework",
                            "majorVersion",
                            "features"
                          ],
                          "type": "object"
                        },
                        {
                          "additionalProperties": false,
                          "properties": {
                            "cicd": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/cicd"
                            },
                            "configFiles": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/configFiles"
                            },
                            "features": {
                              "additionalProperties": false,
                              "properties": {
                                "hasCustomApp": {
                                  "description": "Presence of _app.tsx/jsx",
                                  "type": "boolean"
                                },
                                "hasCustomDocument": {
                                  "description": "Presence of _document.tsx/jsx",
                                  "type": "boolean"
                                },
                                "hasPagesDirectory": {
                                  "type": "boolean"
                                }
                              },
                              "required": [
                                "hasPagesDirectory",
                                "hasCustomApp",
                                "hasCustomDocument"
                              ],
                              "type": "object"
                            },
                            "framework": {
                              "const": "nextjs-pages-router",
                              "type": "string"
                            },
                            "hasTypeScript": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/hasTypeScript"
                            },
                            "locales": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/locales"
                            },
                            "majorVersion": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/majorVersion"
                            },
                            "packageManager": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/packageManager"
                            },
                            "sourceDirectory": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/sourceDirectory"
                            }
                          },
                          "required": [
                            "sourceDirectory",
                            "hasTypeScript",
                            "packageManager",
                            "configFiles",
                            "locales",
                            "cicd",
                            "framework",
                            "majorVersion",
                            "features"
                          ],
                          "type": "object"
                        },
                        {
                          "additionalProperties": false,
                          "properties": {
                            "cicd": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/cicd"
                            },
                            "configFiles": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/configFiles"
                            },
                            "features": {
                              "additionalProperties": false,
                              "properties": {
                                "hasAppDirectory": {
                                  "description": "Usually app/",
                                  "type": "boolean"
                                },
                                "hasRouteTree": {
                                  "description": "Presence of routeTree.gen.ts",
                                  "type": "boolean"
                                }
                              },
                              "required": [
                                "hasAppDirectory",
                                "hasRouteTree"
                              ],
                              "type": "object"
                            },
                            "framework": {
                              "const": "tanstack-start",
                              "type": "string"
                            },
                            "hasTypeScript": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/hasTypeScript"
                            },
                            "locales": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/locales"
                            },
                            "majorVersion": {
                              "const": 1,
                              "type": "number"
                            },
                            "packageManager": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/packageManager"
                            },
                            "sourceDirectory": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/sourceDirectory"
                            }
                          },
                          "required": [
                            "sourceDirectory",
                            "hasTypeScript",
                            "packageManager",
                            "configFiles",
                            "locales",
                            "cicd",
                            "framework",
                            "majorVersion",
                            "features"
                          ],
                          "type": "object"
                        },
                        {
                          "additionalProperties": false,
                          "properties": {
                            "cicd": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/cicd"
                            },
                            "configFiles": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/configFiles"
                            },
                            "features": {
                              "additionalProperties": false,
                              "properties": {
                                "hasRoutesDirectory": {
                                  "description": "app/routes or similar",
                                  "type": "boolean"
                                },
                                "ssrEnabled": {
                                  "type": "boolean"
                                }
                              },
                              "required": [
                                "hasRoutesDirectory",
                                "ssrEnabled"
                              ],
                              "type": "object"
                            },
                            "framework": {
                              "const": "react-router",
                              "type": "string"
                            },
                            "hasTypeScript": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/hasTypeScript"
                            },
                            "locales": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/locales"
                            },
                            "majorVersion": {
                              "const": 7,
                              "type": "number"
                            },
                            "packageManager": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/packageManager"
                            },
                            "sourceDirectory": {
                              "$ref": "#/properties/detectionResults/anyOf/0/properties/sourceDirectory"
                            }
                          },
                          "required": [
                            "sourceDirectory",
                            "hasTypeScript",
                            "packageManager",
                            "configFiles",
                            "locales",
                            "cicd",
                            "framework",
                            "majorVersion",
                            "features"
                          ],
                          "type": "object"
                        }
                      ]
                    }
                  },
                  "required": [
                    "detectionResults"
                  ],
                  "type": "object"
                },
                "name": "get_project_context"
              },
              {
                "description": "Retrieves authoritative documentation directly from the framework's official repository.\n\n## When to Use\n\n**Called during i18n_checklist Steps 1-13.**\n\nThe checklist tool coordinates when you need framework documentation. Each step will tell you if you need to fetch docs and which sections to read.\n\nIf you're implementing i18n: Let the checklist guide you. Don't call this independently\n\n## Why This Matters\n\nYour training data is a snapshot. Framework APIs evolve. The fetched documentation reflects the current state of the framework the user is actually running. Following official docs ensures you're working with the framework, not against it.\n\n## How to Use\n\n**Two-Phase Workflow:**\n\n1. **Discovery** - Call with action=\"index\" to see available sections\n2. **Reading** - Call with action=\"read\" and section_id to get full content\n\n**Parameters:**\n- framework: Use the exact value from get_project_context output\n- version: Use \"latest\" unless you need version-specific docs\n- action: \"index\" or \"read\"\n- section_id: Required for action=\"read\", format \"fileIndex:headingIndex\" (from index)\n\n**Example Flow:**\n```\n// See what's available\nget_framework_docs(framework=\"nextjs-app-router\", action=\"index\")\n\n// Read specific section\nget_framework_docs(framework=\"nextjs-app-router\", action=\"read\", section_id=\"0:2\")\n```\n\n## What You Get\n\n- **Index**: Table of contents with section IDs\n- **Read**: Full section with explanations and code examples\n\nUse these patterns directly in your implementation.",
                "execution": {
                  "taskSupport": "forbidden"
                },
                "inputSchema": {
                  "$schema": "http://json-schema.org/draft-07/schema#",
                  "additionalProperties": false,
                  "properties": {
                    "action": {
                      "default": "index",
                      "enum": [
                        "index",
                        "read"
                      ],
                      "type": "string"
                    },
                    "framework": {
                      "enum": [
                        "nextjs-app-router",
                        "nextjs-pages-router",
                        "tanstack-start",
                        "react-router"
                      ],
                      "type": "string"
                    },
                    "section_id": {
                      "description": "Required if action='read'. Format: 'fileIndex:headingIndex'",
                      "type": "string"
                    },
                    "version": {
                      "default": "latest",
                      "type": "string"
                    }
                  },
                  "required": [
                    "framework"
                  ],
                  "type": "object"
                },
                "name": "get_framework_docs"
              },
              {
                "description": "Retrieves authoritative documentation for i18n libraries (currently react-intl).\n\n## When to Use\n\n**Called during i18n_checklist Steps 7-10.**\n\nThe checklist tool will tell you when you need i18n library documentation. Typically used when setting up providers, translation APIs, and UI components.\n\nIf you're implementing i18n: Let the checklist guide you. It will tell you when to fetch library docs\n\n## Why This Matters\n\nDifferent i18n libraries have different APIs and patterns. Official docs ensure correct API usage, proper initialization, and best practices for the installed version.\n\n## How to Use\n\n**Two-Phase Workflow:**\n\n1. **Discovery** - Call with action=\"index\"\n2. **Reading** - Call with action=\"read\" and section_id\n\n**Parameters:**\n- library: Currently only \"react-intl\" supported\n- version: Use \"latest\"\n- action: \"index\" or \"read\"\n- section_id: Required for action=\"read\"\n\n**Example:**\n```\nget_i18n_library_docs(library=\"react-intl\", action=\"index\")\nget_i18n_library_docs(library=\"react-intl\", action=\"read\", section_id=\"0:3\")\n```\n\n## What You Get\n\n- **Index**: Available documentation sections\n- **Read**: Full API references and usage examples",
                "execution": {
                  "taskSupport": "forbidden"
                },
                "inputSchema": {
                  "$schema": "http://json-schema.org/draft-07/schema#",
                  "additionalProperties": false,
                  "properties": {
                    "action": {
                      "default": "index",
                      "enum": [
                        "index",
                        "read"
                      ],
                      "type": "string"
                    },
                    "library": {
                      "enum": [
                        "react-intl"
                      ],
                      "type": "string"
                    },
                    "section_id": {
                      "type": "string"
                    },
                    "version": {
                      "default": "latest",
                      "type": "string"
                    }
                  },
                  "required": [
                    "library"
                  ],
                  "type": "object"
                },
                "name": "get_i18n_library_docs"
              },
              {
                "description": "## \u26a0\ufe0f MANDATORY TOOL FOR ALL I18N WORK \u26a0\ufe0f\n\nTHIS IS NOT OPTIONAL. This tool is REQUIRED for any internationalization, localization, or multi-language implementation.\n\n## When to Use (MANDATORY)\n\n**ALWAYS use this tool when the user says ANY of these phrases:**\n\n- \"set up i18n\"\n- \"add internationalization\"\n- \"implement localization\"\n- \"support multiple languages\"\n- \"add translations\"\n- \"make my app multilingual\"\n- \"add French/Spanish/etc support\"\n- \"implement i18n\"\n- \"configure internationalization\"\n- \"add locale support\"\n- ANY request about supporting multiple languages\n\n**Recognition Pattern:**\n```\nUser message contains: [i18n, internationalization, localization, multilingual, translations, locale, multiple languages]\n\u2192 YOU MUST call this tool as your FIRST ACTION\n\u2192 DO NOT explore the codebase first\n\u2192 DO NOT call other tools first\n\u2192 DO NOT plan the implementation first\n\u2192 IMMEDIATELY call: i18n_checklist(step_number=1, done=false)\n```\n\n## Why This is Mandatory\n\nWithout this tool, you will:\n\u274c Miss critical integration points (80% failure rate)\n\u274c Implement steps out of order (causes cascade failures)\n\u274c Use patterns that don't work for the framework\n\u274c Create code that compiles but doesn't function\n\u274c Waste hours debugging preventable issues\n\nThis tool is like Anthropic's \"think\" tool - it forces structured reasoning and prevents catastrophic mistakes.\n\n## The Forcing Function\n\nYou CANNOT proceed to step N+1 without completing step N.\nYou CANNOT mark a step complete without providing evidence.\nYou CANNOT skip the build check for steps 2-13.\n\nThis is by design. The tool prevents you from breaking the implementation.\n\n## How It Works\n\nThis tool gives you ONE step at a time:\n1. Shows exactly what to implement\n2. Tells you which docs to fetch\n3. Waits for concrete evidence\n4. Validates your build passes\n5. Unlocks the next step only when ready\n\nYou don't need to understand all 13 steps upfront. Just follow each step as it's given.\n\n## FIRST CALL (Start Here)\n\nWhen user requests i18n, your IMMEDIATE response must be:\n\n```\ni18n_checklist(step_number=1, done=false)\n```\n\nThis returns Step 1's requirements. That's all you need to start.\n\n## Workflow Pattern\n\nFor each of the 13 steps, make TWO calls:\n\n**CALL 1 - Get Instructions:**\n```\ni18n_checklist(step_number=N, done=false)\n\u2192 Tool returns: Requirements, which docs to fetch, what to implement\n```\n\n**[You implement the requirements using other tools]**\n\n**CALL 2 - Submit Completion:**\n```\ni18n_checklist(\n  step_number=N,\n  done=true,\n  evidence=[\n    {\n      file_path: \"src/middleware.ts\",\n      code_snippet: \"export function middleware(request) { ... }\",\n      explanation: \"Implemented locale resolution from request URL\"\n    },\n    // ... more evidence for each requirement\n  ],\n  build_passing=true  // required for steps 2-13\n)\n\u2192 Tool returns: Confirmation + next step's requirements\n```\n\nRepeat until all 13 steps complete.\n\n## Parameters\n\n- **step_number**: Integer 1-13 (must proceed sequentially)\n- **done**: Boolean - false to view requirements, true to submit completion\n- **evidence**: Array of objects (REQUIRED when done=true)\n  - file_path: Where you made the change\n  - code_snippet: The actual code (5-20 lines)\n  - explanation: How it satisfies the requirement\n- **build_passing**: Boolean (REQUIRED when done=true for steps 2-13)\n\n## Decision Tree\n\n```\nUser mentions i18n/internationalization/localization?\n\u2502\n\u251c\u2500 YES \u2192 Call this tool IMMEDIATELY with step_number=1, done=false\n\u2502        DO NOT do anything else first\n\u2502\n\u2514\u2500 NO \u2192 Use other tools as appropriate\n\nCurrently in middle of i18n implementation?\n\u2502\n\u251c\u2500 Completed step N, ready for N+1 \u2192 Call with step_number=N+1, done=false\n\u251c\u2500 Working on step N, just finished \u2192 Call with step_number=N, done=true, evidence=[...]\n\u2514\u2500 Not sure which step \u2192 Call with step_number=1, done=false to restart\n```\n\n## Example: Correct AI Behavior\n\n```\nUser: \"I need to add internationalization to my Next.js app\"\n\nAI: Let me start by using the i18n implementation checklist.\n\n[calls i18n_checklist(step_number=1, done=false)]\n\nThe checklist shows I need to first detect your project context. Let me do that now...\n```\n\n## Example: Incorrect AI Behavior (DON'T DO THIS)\n\n```\nUser: \"I need to add internationalization to my Next.js app\"\n\nAI: Let me explore your codebase first to understand your setup.\n\u274c WRONG - should call checklist tool first\n\nAI: I'll create a middleware file for locale detection...\n\u274c WRONG - should call checklist tool to know what to do\n\nAI: Based on my knowledge, here's how to set up i18n...\n\u274c WRONG - should use checklist tool to coordinate implementation\n```\n\n## Why Sequential Steps Matter\n\nThe 13 steps have strict dependencies:\n- Can't implement routing (step 3) without locale resolution (step 2)\n- Can't load translations (step 6) without data source (step 5)\n- Can't use translation API (step 8) without context (step 7)\n- Can't add UI switcher (step 12) without switching logic (step 11)\n\nSkipping or reordering steps creates broken implementations that are hard to debug.\n\n## Common Mistakes to Avoid\n\n\u274c \"Let me plan out the implementation first\" \u2192 NO, call the tool\n\u274c \"Let me check your project structure\" \u2192 NO, call the tool (it will tell you when)\n\u274c \"I'll implement based on my knowledge\" \u2192 NO, call the tool (it fetches current docs)\n\u274c \"I'll skip step X since it seems optional\" \u2192 NO, all steps are mandatory\n\u274c \"I've done this before, I know what to do\" \u2192 NO, frameworks differ, use the tool\n\n## The Tool Coordinates Everything\n\nThis tool tells you when to:\n- Call get_project_context (step 1)\n- Call get_framework_docs (steps 2-13)\n- Call get_i18n_library_docs (steps 7-10)\n- Implement specific code (every step)\n- Run builds (steps 2-13)\n- Move to the next step (after evidence validation)\n\nDon't try to orchestrate this yourself. Let the tool guide you.\n\n## Summary: Your First Action\n\nWhen user requests i18n support:\n1. Recognize the trigger words (internationalization, localization, i18n, etc)\n2. IMMEDIATELY call: i18n_checklist(step_number=1, done=false)\n3. Follow the instructions it returns\n4. That's it - the tool handles the rest\n\nThis is not a suggestion. This is MANDATORY for all i18n work.",
                "execution": {
                  "taskSupport": "forbidden"
                },
                "inputSchema": {
                  "$schema": "http://json-schema.org/draft-07/schema#",
                  "additionalProperties": false,
                  "properties": {
                    "build_passing": {
                      "type": "boolean"
                    },
                    "done": {
                      "type": "boolean"
                    },
                    "evidence": {
                      "items": {
                        "additionalProperties": false,
                        "properties": {
                          "code_snippet": {
                            "type": "string"
                          },
                          "explanation": {
                            "type": "string"
                          },
                          "file_path": {
                            "type": "string"
                          },
                          "line_range": {
                            "items": [
                              {
                                "type": "number"
                              },
                              {
                                "type": "number"
                              }
                            ],
                            "maxItems": 2,
                            "minItems": 2,
                            "type": "array"
                          }
                        },
                        "required": [
                          "file_path",
                          "code_snippet",
                          "explanation"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "step_number": {
                      "maximum": 13,
                      "minimum": 1,
                      "type": "integer"
                    }
                  },
                  "required": [
                    "step_number",
                    "done"
                  ],
                  "type": "object"
                },
                "name": "i18n_checklist"
              }
            ]
          }
        },
        "url": "https://mcp.lingo.dev/main"
      },
      "latency_ms": 435.58,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000"
        },
        "bad_protocol_payload": {
          "error": {
            "code": -32000,
            "message": "Bad Request: Unsupported protocol version: 1999-99-99 (supported versions: 2025-11-25, 2025-06-18, 2025-03-26, 2024-11-05, 2024-10-07)"
          },
          "id": null,
          "jsonrpc": "2.0"
        },
        "bad_protocol_status_code": 400,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_session_id",
          "missing_protocol_header"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 29.99,
      "status": "warning"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 200,
          "probe_status": "missing"
        }
      },
      "latency_ms": 15.0,
      "status": "missing"
    }
  },
  "failures": {
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://mcp.lingo.dev/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.lingo.dev/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '404 Not Found' for url 'https://mcp.lingo.dev/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.lingo.dev/.well-known/mcp/server-card.json"
    }
  },
  "remote_url": "https://mcp.lingo.dev/main",
  "server_card_payload": null,
  "server_identifier": "dev.lingo/main"
}

Known versions

Validation history

7 day score delta
+0.0
30 day score delta
+0.0
Recent healthy ratio
100%
Freshness
605.5h
TimestampStatusScoreLatencyTools
Apr 09, 2026 12:23:11 AM UTC Healthy 73.6 2198.0 ms 4
Apr 08, 2026 12:22:08 AM UTC Healthy 73.6 2705.9 ms 4
Apr 07, 2026 12:21:12 AM UTC Healthy 73.6 3131.3 ms 4
Apr 06, 2026 12:20:58 AM UTC Healthy 73.6 1650.0 ms 4
Apr 05, 2026 12:18:58 AM UTC Healthy 73.6 1165.9 ms 4
Apr 04, 2026 12:17:41 AM UTC Healthy 73.6 1214.5 ms 4
Apr 03, 2026 12:17:13 AM UTC Healthy 73.6 848.3 ms 4
Apr 02, 2026 12:09:51 AM UTC Healthy 73.6 1207.5 ms 4

Validation timeline

ValidatedSummaryScoreProtocolAuth modeToolsHigh-risk toolsChanges
Apr 09, 2026 12:23:11 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Apr 08, 2026 12:22:08 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Apr 07, 2026 12:21:12 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Apr 06, 2026 12:20:58 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Apr 05, 2026 12:18:58 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Apr 04, 2026 12:17:41 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Apr 03, 2026 12:17:13 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Apr 02, 2026 12:09:51 AM UTC Healthy 73.6 2025-03-26 public 4 2 none
Mar 31, 2026 11:32:19 PM UTC Healthy 73.6 2025-03-26 public 4 2 none
Mar 30, 2026 11:24:37 PM UTC Healthy 73.6 2025-03-26 public 4 2 none
Mar 29, 2026 11:16:53 PM UTC Healthy 73.6 2025-03-26 public 4 2 none
Mar 28, 2026 09:07:30 PM UTC Healthy 73.6 2025-03-26 public 4 2 none

Recent validation runs

StartedStatusSummaryLatencyChecks
Apr 09, 2026 12:23:09 AM UTC Completed Healthy 2198.0 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
Apr 08, 2026 12:22:05 AM UTC Completed Healthy 2705.9 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 07, 2026 12:21:09 AM UTC Completed Healthy 3131.3 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 12:20:57 AM UTC Completed Healthy 1650.0 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
Apr 05, 2026 12:18:57 AM UTC Completed Healthy 1165.9 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 04, 2026 12:17:40 AM UTC Completed Healthy 1214.5 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 03, 2026 12:17:12 AM UTC Completed Healthy 848.3 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 02, 2026 12:09:49 AM UTC Completed Healthy 1207.5 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
Mar 31, 2026 11:32:17 PM UTC Completed Healthy 2356.7 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 11:24:36 PM UTC Completed Healthy 1467.1 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