The real catalog of tools for AI agents

Multi-sensory AI experiences with time-locked progression and structured sensory data

Summarize local dependency manifest and lockfile drift without returning package names,...

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.

Cloudflare Workers MCP server: api-schema-drift-detector

Before an agent tags a release: does that version label already name different code in the git tags?

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

Portfolio-aware finance tools: drift, risk, earnings, benchmarks, news, tax harvesting

Block an action a signed mandate does not permit: amount, payee, audience, currency, window, intent.

DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

AI data analyst: ask about your Excel, CSV, GA4 or database data and get charts and dashboards back

ADR drift detection, content safety, and decision memory for architectural decisions

Premium agentic endpoint for bias-drift-monitor-mcp.

Signed drift reports for the ai-agents-for-beginners course. Free summary; $0.25 full report.

Stock technical analysis (SMA, RSI, MACD), portfolio tracking, crypto analysis, screening

Finds the tax years, statutory limits, filing thresholds, rates and deadlines hardcoded in payroll a

Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

Anomaly detection API powered by physics simulation. Scan any data for outliers.

Concierge MCP for agentic workflows: verified time + drift, uuid, diff, calc, attest, verify.

Anomaly detection API powered by physics simulation. Scan any data for outliers.

Synthetic checks, nightly regression replay and model-drift alerts for AI agents