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github-littleorange-ai/littleorange-video-mcp
littleorange-ai/littleorange-video-mcp
LittleOrange Video MCP 是基于 Model Context Protocol (MCP) 的视频生成服务端，为 AI 应用提供统一、标准化的视频生成 API 调用能力。服务基于官方视频生成 API 文档封装，支持 Sora2、Veo3.1、Vidu Q3、Dreamina Seedance 2.0 等多个主流视频生成模型，内置智能异步轮询、三层工具架构（底层API映射、自动轮询工具、高层Agent工具）、完整素材管理等功能，完美适配各类 AI 客户端与 Agent 场景。
Decision: Block for production
Why: failing live status + score below evaluation threshold
Next: revalidate, add safeguards, export policy
EXECUTIVE VERDICT
Executive verdict
Production trust decision: Block for production
Reason: failing live status + score below evaluation threshold
Next action: revalidate, add safeguards, export policy
Production decision
Block for production
failing live status + score below evaluation threshold
Current score
45.9
Snapshot
trustsnap_7c0e2f1920742ac9Next action
revalidate, add safeguards, export policy
Claim the profile to add evidence, trigger validation, and configure monitoring.
Observed Attention
No observed attention
No observed attention in the current 30-day window.
- No segmented attention signals observed in the current window.
Bucketed signal based on recent segmented Verify telemetry. Crawler and evaluator activity is not treated as confirmed human demand.
Status
Failing
Score
45.9
Transport
unknown
Tools
0
Current trust snapshot
Snapshot ID
trustsnap_7c0e2f1920742ac9Use this ID to compare server page, report, policy, MCP, homepage, ranking, and shortlist surfaces.
Snapshot generated
Jun 10, 2026 07:39:34 AM UTC
All page, report, policy, and MCP surfaces use this same server-detail snapshot shape.
Last validated
Jun 10, 2026 04:02:08 AM UTC
Age: 3.62h • freshness band: Verified in last 24h • display score: 45.93
Production trust decision
Block for production
failing live status + score below evaluation threshold
Readiness class
unknown
Canonical machine links
Compare index
Human compare URL
SERVER OWNER FUNNEL
Own this MCP?
Claim ownership, prove control with a GitHub, DNS, HTTP, MCP metadata, or email-domain challenge, revalidate now, publish a badge, configure monitoring, and unlock a verified server profile.
1. Claim
unclaimed
with GitHub, DNS, or HTTP challenge instructions.
2. Revalidate
POST /v1/servers/github-littleorange-ai/littleorange-video-mcp/revalidateVerified owners get priority queueing after proof succeeds.
3. Badge
Verified by MCP Verify - score 45.9 - last checked Jun 10, 2026
4. Monitor
Continuous Verify plan is self-serve: choose a tier, configure watches, add authenticated validation, trigger revalidation, and use the badge.
Paid profile
Add verified publisher identity, security metadata, evidence packs, badge customization, and owner analytics without buying a better score.
Badge embed
[](https://verify.sentinelsignal.io/servers/github-littleorange-ai/littleorange-video-mcp)
MCP TrustOps
TrustOps turns this report into operational controls: freshness SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.
Freshness band
Verified in last 24h
Policy SLA: 168.0h • confidence-weighted score: 23.0 • stale score suppressed:
Policy exports
Formats: json, rego, yaml, github_action, gateway_config, client_report
Runtime routing
/v1/decideReturns allowed tools, blocked tools, approval requirement, and reason.
Hosted runtime
Deploy trusted servers from GitHub with secrets, egress controls, releases, rollback, and audit events.
Authenticated validation
Premium publisher feature: paid authenticated runs verify scopes, write-action safeguards, and authorized tool execution.
Active trust badges
Freshly Validated No Critical Risk
Semantic benchmarks
template ready
Templates cover GitHub, database, healthcare, web search, and CRM least-privilege jobs.
Supply chain
not scanned
Deep scan checks are marked separately from public metadata signals.
Compliance metadata
Terms, privacy, SOC 2, HIPAA, GDPR, retention, deletion, and audit-log fields are tracked as enterprise metadata.
Alert subscription types
Status changes Score drops or recovers Freshness SLA breach Validation schema drift OAuth or auth behavior changes Tool surface changes New or changed write tool Supply-chain signal changes Legal or compliance metadata changes
MCP Runtime hosting
No hosted runtime profile is available yet.
Production readiness class
Production readiness class
Unknown
Fast server evidence is served while Verify protects web capacity.
Critical alerts
0
Production verdicts degrade quickly when critical alerts are active.
Evidence confidence
Confidence score
0.0
Full server evidence will be rebuilt by the regular cache refresh path.
Live checks captured
0
More direct checks increase trust in the current verdict.
Validation age
n/a
Lower age means fresher evidence.
Recommended for
No recommendation profile is available yet.
Client compatibility verdicts
No client compatibility verdicts are available yet.
Why compatibility is limited by client
No per-client remediation checklist is available yet.
Verdict traces
No verdict trace data is available yet.
Publishability policy profiles
No publishability policy profiles are available yet.
Compatibility fixtures
No compatibility fixtures are available yet.
Authenticated validation sessions
No authenticated validation detail is available yet.
Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.
Public server reputation
No public server reputation signals are available yet.
Incident & change feed
No incidents or changes recorded yet.
Capabilities
- OAuth:
- DCR/CIMD:
- Prompts:
- Homepage: https://github.com/littleorange-ai/littleorange-video-mcp
- Docs: https://github.com/littleorange-ai/littleorange-video-mcp
- Support: https://github.com/littleorange-ai/littleorange-video-mcp
- Icon: https://avatars.githubusercontent.com/u/289926251?v=4
- Remote endpoint: none
- Server card: none
Use-case taxonomy
No taxonomy tags yet.
Security posture
No security posture summary available yet.
Agent Commerce & Payment Readiness - Beta
No agent-commerce assessment available yet.
Tool capability & risk inventory
No tool inventory available from the latest validation run.
Write-action governance
No write-action governance summary is available yet.
Action-controls diff
Need at least two validation runs before diffing action controls.
Why this score?
No score decomposition available yet.
Algorithmic score breakdown
Auth Operability
0/4
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
0/4
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
1.5/4
HTTPS posture, endpoint hygiene, and response-surface hardening checks.
Task Success
1.7/4
Can an agent reliably initialize, enumerate tools, and execute core MCP flows?
Trust Confidence
1.5/4
Confidence-adjusted reliability score that penalizes low evidence volume.
Abuse/Noise Resilience
3/4
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
3/4
Agreement between stored registry metadata, live server-card data, and current validation output.
Installability
2/4
How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.
Session Semantics
0/4
Determinism and state behavior across repeated MCP calls, including sticky-session surprises.
Tool Surface Design
0/4
Naming clarity, schema ergonomics, and parameter complexity across the tool surface.
Result Shape Stability
0/4
Stability of declared output schemas across validations, with penalties for drift or missing shapes.
OAuth Interop
0/4
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
3.2/4
Versioning, update recency, and historical validation cadence that indicate active stewardship.
Adoption Signal
3.6/4
Directory presence and distribution clues that suggest the server is intended for external use.
Freshness Confidence
3/4
Confidence that recent validations are current enough and dense enough to trust operationally.
Transport Fidelity
0/4
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
0/4
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
1/4
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
0/4
How ready the server looks for client catalogs and managed connector programs.
Tool Snapshot Churn
0/4
Stability of the tool surface across recent validations, including add/remove and output-shape drift.
Connector Replay
3/4
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
3/4
Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.
Official Registry Presence
3/4
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
0/4
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
4/4
Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.
Data Exfiltration Resilience
3/4
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
0.5/4
Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.
Input Sanitization Safety
0/4
Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.
Tool Namespace Clarity
0/4
Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.
Compatibility profiles
No compatibility profiles available.
Actionable remediation
No remediation items. Current evidence does not show urgent client-facing fixes.
Point loss breakdown
No current score penalties are recorded.
Validation diff
Need at least two validation runs before diffing changes.
Tool snapshot diff & changelog
Need at least two validation runs before building a tool changelog.
Connector replay
No connector replay evidence is available yet.
Transport compliance drilldown
No transport compliance drilldown is available yet.
Request association
No request-association evidence is available yet.
Utility coverage
No utility-coverage summary is available yet.
Benchmark tasks
No benchmark tasks are available yet.
Registry & provenance divergence
No provenance-divergence summary is available yet.
Active alerts
No active alerts for the current server state.
Aliases & registry graph
No aliases discovered for this server.
Alias consolidation
No alias consolidation details are available yet.
Install snippets
No install snippets available.
Agent access & tool surface
Live server tools
No live tool surface captured yet.
Observed from the latest live validation against none. This is the target server surface, not Verify's own inspection tools.
Live capability counts
0 tools • 0 prompts • 0 resources
Counts come from the latest
tools/list, prompts/list, and resources/list checks.Inspect with Verify
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github-littleorange-ai/littleorange-video-mcp.Direct machine links
Claims & monitoring
Server ownership
No verified maintainer claim recorded.
Watch subscriptions
0
Teams: none
Alert routing
No alert routing is configured yet.
Maintainer analytics
No maintainer analytics available.
Maintainer response quality
No maintainer response quality signals are available yet.
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
No validation run available yet.
Raw evidence view
No raw evidence recorded.
Known versions
- No versions recorded.
Validation history
No historical trend summary is available yet.
Validation timeline
No validation timeline is available yet.
Recent validation runs
| Started | Status | Summary | Latency | Checks |
|---|---|---|---|---|
| No validation runs yet. | ||||