“observability”

NOAA National Data Buoy Center observations: waves, SST, wind, pressure from 1,300+ stations

Vantio Optics — read-only Sight Loop observe for agents.

TypeScript template for building MCP servers with declarative tooling, observability, and auth.

Astronomical catalog data and observing session planner.

Observe any running process from your agent.

Observe any running process from your agent.

Interface observations and explicit GOMS/KLM, Fitts, Hick–Hyman and cognitive walkthrough models.

Give your agent a body: observe and control simulated robots (LIBERO, RoboDojo).

Secure SSH bridge for AI agents to observe and safely administer Linux VPSs.

Renders web pages into structured, agent-readable representations using headless Chromium.

A live graph of your running system, code fused with OTel runtime, that your agent queries.

Read-only grades for publicly observable FHIR endpoints, served from the published dataset.

Living economy for AI agents — Conway physics, energy currency, marketplace, reputation.

Look up MCP Registry declarations, npm package status, and daily observations of MCP servers.

Tests independence in a contingency table of up to five rows and columns using Pearson's statistic.

Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability.

Runs chi-square tests of independence or fit and returns the p-value.

AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.

Cloud DevOps analysis with guarded Git, infrastructure, cloud and observability operations.

Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, and observation.

Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

Portable, user-owned AI memory packs: read, validate, fingerprint, diff, and observe

Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.

Signed proof of web observations for AI agents: Ed25519 proof packets for any URL.