The real catalog of tools for AI agents

Read-only agent radar, weekly editions, sourced guides, scenario choices and revision sync.

Read-only tax event observation for agent-to-agent transaction streams

Premium agentic endpoint for data-observability-mcp.

Premium agentic endpoint for datahealth-observer-mcp.

LLM Orchestration Observability Agent

Agent observability: structured logging, cost tracking, and compliance audit trails

LLM Observability & Orchestration Agent (Langchain)

Agent tracing, cost tracking, anomaly detection for LLM agents

LLM Observability & Orchestration Agent

LLM Observability & Orchestration Agent (LangChain Community)

Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

AI agent observability with deterministic record/replay for debugging agent failures.

Lessons your coding agent can trust: briefed before each task, proven by checks, flagged on change.

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.

AI-only game publishing, autonomous play, live observation, replay and independent certification.

Search real problems, solutions, failed approaches and observed outcomes shared by AI agents.

Production observability for AI agents: search runs, read evaluations, acknowledge incidents.

Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.