Monitoring servers pull errors, logs, metrics, and alerts into an agent's context. Narrow time ranges keep responses small, and read-only tokens keep paging rules out of the agent's hands. 561 published MCP servers match this ranking. The highest trust scores right now are PingRobot at 52, Functions at 52, ExpiryOwl at 52. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best monitoring MCP servers is not a paid placement.
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Every server that matches this ranking, ordered by trust score.
Remote MCP for MCP consent scope receipt, structured receipts, audit logs, and reviewer-ready eviden
RegistryRemote
ALicense–QualityCMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit logs, and reviewer-read
RegistryRemote
ALicense–QualityCMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
Multi-agent observability: cascade failure detection, heartbeats, and forensic replay
Registry
ALicense–QualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 6 months ago.
Network diagnostics from 6 global regions. SSL, DNS, ping, whois, traceroute, port scan, latency.
Registry
ALicense–QualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 8 months ago.
StillOnline MCP: uptime, status pages, checks. REST API for Cursor and Claude Code.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Capture local agent traces and inspect failures, approvals, and run comparisons.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 21 days ago.
Uptime, SSL, DNS and domain monitoring you can talk to from Claude or any MCP client.
RegistryRemote
–LicenseBQualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: B. 84/100 for listing completeness. Lost points: short README, short summary.Maintenance: B. Last commit or release 37 days ago.
Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.
Registry
ALicense–QualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 6 months ago.
Prometheus MCP server for AI agents: PromQL queries, alert explanations, series discovery.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 23 days ago.
Yandex Metrica for AI agents: counters, goals, Reporting API and Logs API export over stdio.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 12 days ago.
ALicenseDQuality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: Not graded. No commit or release date has been recorded.
Local log forensics: compress logs into citable evidence with root-cause confidence tiers.
Registry
ALicenseDQuality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: Not graded. No commit or release date has been recorded.
MCP server demo — tickets, schema discovery, auth, and PII gating. stdio + HTTP.
Registry
–LicenseDQualityAMaintenanceLicense: Not graded. No license is recorded for this server.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 25 days ago.
Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.
RegistryRemote
ALicenseCQualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: D. Last commit or release 7 months ago.
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
New Relic MCP server with 55 tools for APM, alerts, dashboards, synthetics, workflows, and more.
Registry
–LicenseDQualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: C. Last commit or release 4 months ago.
Agent tracing, cost tracking, anomaly detection for LLM agents
Registry
–License–QualityDMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 6 months ago.
Structured execution trace and span logging for AI agents
Registry
–License–QualityDMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 6 months ago.
Manage uptime monitors, incidents and status pages from any MCP client.
RegistryRemote
ALicense–Quality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Connect AI assistants to Xitoring monitoring: servers, uptime, incidents, metrics, SSL, and alerts.
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
A paid remote MCP for AI SDK eval dashboard, built to return verdicts, receipts, usage logs, and aud
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
A paid remote MCP for AI SDK benchmark dashboard, built to return verdicts, receipts, usage logs, an
RegistryRemote
–LicenseCQualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: C. 55/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: C. Last commit or release 5 months ago.
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, receipts, usage logs, a
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, receipts, usage logs, and
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 4 months ago.