The real catalog of tools for AI agents

Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.

Final release; the checks moved to 9lives (9l mcp). Local QA MCP: scan, inspect, repro, run tests.

Documents to Markdown: PDF, DOCX, PPTX, XLSX, HTML. Scanned PDF pages read by AI.

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

Mark: stamp files with a signed, timestamped provenance record. Hash locally; verify free.

Drive an Android emulator or device over adb: screenshot, inspect UI, tap, type, build and test.

Route tasks by measured judgment quality: third-party-verified, Brier-based calibration records.

Scan a web page for accessibility, security, privacy, quality and SEO issues, with fixes.

Let AI configure telecom gear over serial: Juniper and Cisco, Icom CI-V, Yaesu/Kenwood CAT, rotators

Quality control plans from drawing PDFs: auto-extracted tolerances, balloons, Excel + PDF reports.

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

Screen and score stocks with the Quality Screener engine: filters, custom scores, and history.

Discover, run, inspect, build, test, and privately reuse AI workflows.

Control iOS and Android devices with multi-device and seamless Native/WebView support.

Deterministic visual inspection for AI agents. Overlap, overflow, contrast, quality.

Check classifier confidence against accuracy, fit temperature scaling and save local reports.

Find KW commercial kitchen equipment: public specs, AUD prices, supply status and product links.

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

Free equipment tools: cost per hour, repair vs replace, compliance, VIN, recalls, manuals.

Search, book, and manage scientific research equipment across 500+ STEM core facilities.