general MCP Server
Security monitoring middleware for IChatClient (Microsoft.Extensions.AI). 55 detectors for prompt injection, hallucination, PII leakage, and operational anomalies. Intervention engine, embedded dashboard, audit forwarders to Azure Sentinel + OpenTelemetry. Drop-in middleware for any LLM client.
Discovered via github-topic:mcp and last synced 3mo ago.
Install instructions not detected yet
Check the source repository for the latest setup steps.
PrivilegeEscalation
GovernanceGap
ToolCallFrequency
SourceGrounding
PlaceholderText
Sycophancy
Vector & Embedding Weaknesses
Throws `SentinelException` with full `PipelineResult`. Stops the call. Also fires the alert sink.
`text/,application/json,application/xml,application/yaml`
`Allow`
Mean
Jailbreak
PhantomCitationSecurity
RefusalBypass
CrossAgentContradiction
IncompleteCodeBlock
PersonaDrift
System Prompt Leakage
ToolPoisoning
ShadowServer
PromptTemplateLeakage
PhantomCitation
BlankResponse
UnboundedConsumption
Improper Output Handling
`Azure.Monitor.Ingestion`, `Azure.Identity`
`security`
`Block`
clean
CovertChannel
SupplyChainPoisoning
ExcessiveAgency
ConfidenceDecay
ContextCollapse
WrongLanguage
CredentialExposure
UnauthorizedAccess
CodeInjection
WaitingForContext
Data & Model Poisoning
Default
Detector
AgentImpersonation
PiiLeakage
ShorthandEmergence
GroundlessStatistic
ResponseCoherence
Sensitive Info Disclosure
`IServiceProvider.GetService<ISecurityContext>()` → Anonymous
auto>] # default: auto [--output <text
Allow] [--on-low Block
Pipeline scan duration in milliseconds
DataExfiltration
InformationFlow
LanguageSwitchAttack
SelfConsistency
RepetitionLoop
SemanticRepetition
Excessive Agency
`OpenTelemetry`, `Microsoft.Extensions.Logging.Abstractions`
`262144`
`Block`
Description
clean
EntropyCovertChannel
ToolDescriptionDivergence
HumanTrustManipulation
StaleKnowledge
AgentProbing
Threat
Unbounded Consumption
Writes to `ILogger<InterventionEngine>`. Call continues.
`5`
Type
Purpose
IndirectInjection
SystemPromptLeakage
OutputSchema
IntraSessionContradiction
QueryIntent
Prompt Injection
Caller resolution default
No action. Detections are still audited.
(off)
Calls rejected by the per-session rate limiter (tagged by `session`)
~8,653 ns
PromptInjection
MemoryCorruption
AdversarialUnicode
VectorRetrievalPoisoning
UncertaintyPropagation
TruncatedOutput
Supply Chain
`CopilotHookConfig.CallerContextProvider` → Anonymous
High
Misinformation
Publishes `ThreatDetectedNotification` + `InterventionAppliedNotification` via `IMediator`. Fires the alert sink. Call continues.
(none)
`false`
~6,268 ns
Behaviour
`Warn`
Mean
Implementing Microsoft Defender for Cloud to enable cloud security posture management, workload protection across VMs, containers, databases, and storage, configure security recommendations, and set up adaptive security controls with automated remediation.
Auditing Microsoft Entra ID (Azure Active Directory) configuration to identify risky authentication policies, overly permissive role assignments, stale accounts, conditional access gaps, and guest user risks using AzureAD PowerShell, Microsoft Graph API, and ScoutSuite.
Detect and investigate Azure service principal abuse including privilege escalation, credential compromise, admin consent bypass, and unauthorized enumeration in Microsoft Entra ID environments.
Detecting misconfigured Azure Storage accounts including publicly accessible blob containers, missing encryption settings, overly permissive SAS tokens, disabled logging, and network access violations using Azure CLI, PowerShell, and Microsoft Defender for Storage.
为独立开发者准备的精选技术栈和工具仓库来了！这里有你最需要的工具，帮你提升开发效率、节约成本，最重要的是——这些工具都是市场上热门的，经过验证的。🚀A curated collection of tech stacks and tools tailored for independent developers is here! these are proven, popular tools widely used in the industry. 🚀
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js
This repo helps you to build a team of AI agents with Autogen
Learn how to use the azure-cosmos-ts-v2 Claude skill. Complete guide with installation instructions and examples.
Learn how to use the azure-storage-queue-ts-v2 Claude skill. Complete guide with installation instructions and examples.
Learn how to use the azure-functions-v3 Claude skill. Complete guide with installation instructions and examples.