Every machine you have, for your agent: free GPUs, jobs, served models, software, over SSH.
Logs, metrics, traces and alerts.
Every machine you have, for your agent: free GPUs, jobs, served models, software, over SSH.
Biotech catalysts: trials, FDA decisions (PDUFA, AdCom, approvals, CRLs), NIH, PubMed, SEC, EMA.
Accountable autonomy MCP server: gating, tamper-evident audit for every action
Post-quantum readiness of any website, PQC adoption figures, the probe map; paid checks via x402.
What changed across metrics, logs and traces, and where it started (Grafana, Victoria, New Relic).
MCP server for GPU monitoring: nvidia-smi, VRAM, utilization, temperature
Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls
Local-first MCP server for data-quality discovery, evidence, drift, and controlled repair.
Website monitoring for your own sites from an AI assistant: add sites and monitors, configure them (visual pages by address, checkout, schedules, custom AI-written monitors), run them, read health, performance, uptime, updates and the activity log, review results with undo, and apply the fix a run …
Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.
Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.
Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.
Query your Uptime Kuma instance: public status, Prometheus metrics. Endpoints per official docs.
Indian macro-event and sector impact intelligence for MCP workflows.
Search an agent's own conversation history, recall durable context, and pull artifacts from a tamper-evident ledger the user owns.
Capture local agent traces and inspect failures, approvals, and run comparisons.
Stdio MCP server for simpletel — an OpenTelemetry backend for traces, logs and metrics. Lists and inspects recent traces, runs the onboarding verification, and reads account usage. Published to the official MCP registry as io.github.willnewby/simpletel; container image ghcr.io/willnewby/simpletel-m…
Read-only Postgres bloat verdicts: blockers, timelines, REINDEX proof.
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
Read-only IBM MQ diagnostics for AI agents. Cited root cause, never destructive.