MCP Tools for Every AI Platform

Validate OAuth 2.0 configurations for Google, Microsoft, GitHub, QuickBooks, and custom providers. Detect misconfigurations before they hit production.

Validate IAM policies with security scoring (0-100), wildcard detection, and least-privilege recommendations. Focused analysis by resource type.

Audit IAM users and roles for MFA compliance. Checks console access, programmatic access, root account, and policy conditions with remediation recommendations.

Generate optimal DynamoDB single-table designs from entity and access pattern descriptions. Returns key schema, GSI recommendations, and CloudFormation template.

Analyze application error logs to identify patterns, root causes, and trends. Categorizes errors by type and severity with actionable remediation steps.

Assess data lake architecture readiness for production. Evaluates storage, catalog, security, performance, and operations with a readiness score.

Classify action risk as LOW/MEDIUM/HIGH/CRITICAL based on blast radius, reversibility, and environment. Essential for graduated AI agent autonomy.

Route tasks to the optimal AI agent via semantic similarity matching against 54 specialized domains. Returns ranked candidates with confidence scores.

Predict upcoming system issues by analyzing budget trends, error rates, dependency health, and certificate expiry. Prioritized predictions with actions.

Match errors against known patterns and suggest automated recovery steps. Includes historical success rates and confidence scores for each strategy.

Configure retry with exponential backoff and circuit breaker patterns for operations. Returns execution metrics and circuit breaker state.

Store, retrieve, search, or delete persistent agent memory with namespace isolation. Maintain agent state across sessions and conversations.

Submit tasks to an SQS FIFO queue for asynchronous multi-agent execution. Returns task ID and queue position for tracking progress.

Generate W3C Trace Context identifiers for distributed tracing across multi-agent workflows. Supports parent-child span relationships.

Acquire or release file-based mutex locks with stale lock detection. Prevents concurrent file access conflicts in multi-agent environments.

Validate CLI tool availability and API key health. Returns readiness status with degradation recommendations if tools are unavailable.

Classify AI agent actions as APPROVE, ESCALATE, or BLOCK. The core governance gate for autonomous agent decision-making.

Estimate financial impact and enforce budget gate checks before agent actions execute. Prevent uncontrolled cloud spend.

Evaluate agent actions against SOC2, HIPAA, PCI-DSS, and GDPR compliance frameworks. Returns pass/fail with specific findings.

Route governance decisions to domain expert agents (security, legal, finance) based on action classification and risk profile.

Fan-out parallel multi-domain review across security, legal, finance, and compliance reviewers simultaneously.

Aggregate multi-reviewer decisions with weighted consensus scoring. Resolve conflicts and produce final governance verdicts.

Immutable audit trail for all governance decisions. Record approvals, escalations, and blocks with full context for compliance reporting.

Semantic search over decision history to find relevant precedents. Learn from past governance decisions to improve consistency.

Record outcomes of governance decisions to self-calibrate accuracy over time. Track false positives and improve classification thresholds.

Estimate impact scope before agent actions execute. Map affected services, users, and data to quantify potential blast radius.

Generate step-by-step rollback plans before executing risky actions. Ensure every agent action has a safe undo path.

Aggregate governance health metrics across all agents and domains. Dashboard-ready data for compliance officers and team leads.

Browse all available S2T accelerators with capabilities, pricing, and tier requirements. Discover what tools are available for your subscription level.

Monitor your API usage, check remaining quota, and view billing information. Track usage patterns across all tools in real-time.