AI Services
Six tools powered by Claude. Each one a single HTTP request. Pay in USDC, get your result. No accounts, no subscriptions.
Explain Code
Get a clear, structured explanation of what any code does, how it works, and why it was written that way.
What It Analyzes
- Control flow and logic paths
- Data structures and transformations
- Side effects and dependencies
- Algorithm complexity
Use Cases
- Onboarding to an unfamiliar codebase
- Reviewing a pull request you didn't write
- Documenting legacy code before refactoring
Debug Assist
Finds bugs, explains error messages, and suggests fixes ranked by severity and confidence.
What It Analyzes
- Stack traces and error output
- Off-by-one and boundary errors
- Null/undefined reference paths
- Type mismatches and coercion issues
Use Cases
- Stuck on a cryptic error message
- CI is red and you can't reproduce locally
- Hunting a race condition or intermittent failure
Code Review
Comprehensive review covering security, performance, and architecture with a quality score and prioritized findings.
What It Analyzes
- Security vulnerabilities and injection risks
- Performance bottlenecks and memory leaks
- Architecture patterns and anti-patterns
- Code style, naming, and maintainability
Use Cases
- Pre-merge review for critical services
- Auditing a contractor's deliverable
- Checking your own code before it ships
Security Audit
Deep security analysis with OWASP Top 10 mapping, CVSS scoring, attack scenarios, and detailed remediation steps.
What It Analyzes
- OWASP Top 10 vulnerabilities
- Authentication and authorization flaws
- Injection vectors (SQL, XSS, SSRF, etc.)
- Secrets, hardcoded credentials, and misconfigurations
Use Cases
- Pre-launch security review
- Compliance audit prep (SOC 2, PCI DSS)
- Evaluating a dependency or open-source library
Automation Script
Generates production-ready automation scripts from plain-English requirements, complete with error handling and docs.
What It Analyzes
- Your requirements and constraints
- Target environment and dependencies
- Error handling and edge cases
- Logging, retries, and idempotency
Use Cases
- CI/CD pipeline scripts
- Database migration and seeding scripts
- Infrastructure provisioning and deployment
MCP Blueprint
Full Model Context Protocol server architecture: tool schemas, transport layer, auth flow, and deployment guide.
What It Analyzes
- Your API surface and capabilities
- Tool schema design and validation
- Transport and authentication requirements
- Deployment topology and scaling
Use Cases
- Building an MCP server from scratch
- Wrapping an existing API as an MCP service
- Designing a multi-tool MCP architecture
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