Latest article
User Scanner Architecture: Modules, Concurrency, Pivots, Reports, and MCP
Trace User Scanner from target normalization through platform modules, concurrent HTTP, cross-scan pivots, report writers, and agent-facing MCP tools.
An authorization-first series on email and username OSINT workflows and evidence.

Latest article
Trace User Scanner from target normalization through platform modules, concurrent HTTP, cross-scan pivots, report writers, and agent-facing MCP tools.
By publication date
01 → 09
Trace User Scanner from target normalization through platform modules, concurrent HTTP, cross-scan pivots, report writers, and agent-facing MCP tools.
Compare User Scanner with manual searches, single-purpose checkers, commercial OSINT platforms, and custom data pipelines by scope, evidence, privacy, cost, and governance.
Deploy User Scanner with pinned Python dependencies, bounded network access, proxy validation, report storage, and controlled MCP integration.
A source-backed walkthrough of username/email scans, module selection, cross-scan depth, report export, and defensive verification.
A capstone for versioned modules, consent receipts, pivot graphs, confidence labels, redacted reports, offline fixtures, and governed MCP operations.
A source-backed User Scanner overview covering scan vectors, cross-scan pivots, MCP integration, reports, proxies, and privacy boundaries.
A safe benchmark plan for User Scanner concurrency, module latency, proxy overhead, cross-scan breadth, report size, and analyst verification time.
An authorization-first guide to User Scanner targets, proxies, MCP, infostealer intelligence, reports, secrets, privacy, and incident response.
A fixture-driven method for reading User Scanner's Python engine, module registry, HTTP adapters, cross-scan graph, exporters, and MCP server.