Refactoring

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

Through-the-upgrade dependency-migration briefs for LLM coding agents.

EHR-migration data-integrity checklist: silent data-loss modes anchored to HL7/FHIR, USCDI, HIPAA.

Query UNHCR refugee, IDP, and stateless populations, asylum decisions, returns, and resettlement.

Ground truth for AI coding agents: what breaks between library versions and how to fix it

Package intelligence MCP for AI agents — 22 tools, 19 ecosystems, AGPL SDK, free.

Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.

Paid AI utilities for web comparison, code checks, document extraction, security, and research.

ThinAir Data — PostgreSQL, MySQL, and SQL Server in a single MCP session. 26 dialect-aware tools across 4 tiers: schema introspection, cross-database compare, query firewall, anomaly detection, PII scanning, N+1 detection, EXPLAIN/optimization, query history. Connects to public databases or to priv…

Machine-economy newswire and paid changes-since for agents. MCP is challenge-handoff, not a wallet.

Free map of HubSpot legacy v1-v4 API operations to their date-based-versioning replacements.

All 36 Edge Thirteen MCP tools (SEC filings, WCAG, entity diligence, more) in one endpoint.

Paid x402 MCP for evidence-backed industrial migration resolution. 1 USDC per call on Base.

Evidence-backed MCP resolver for obsolete industrial parts and Siemens migration constraints.