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 AIWebSignals at 52, Oh Dear at 52, PersonalOS 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.
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 3 months ago.
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 3 months ago.
Assistant editor for Premiere Pro and DaVinci Resolve: logs, transcribes, rough cuts, subtitles, QC
Registry
ALicenseDQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 31 days ago.
Query logs from Graylog: get streams, search messages, aggregate, and get full data.
Registry
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 3 months ago.
Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.
Registry
ALicenseDQualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: D. Last commit or release 8 months ago.
The safety gate between AI agents and your servers: typed, policy-checked, audited ops tools.
Registry
ALicenseCQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: A. Last commit or release 20 days ago.
The Descope Model Context Protocol (MCP) server provides an interface to interact with Descope's ...
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.
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and reviewer-ready evide
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 Universal Cart merchant readiness MCP, structured receipts, audit logs, and reviewer-
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 A2A dependency inspector MCP, structured receipts, audit logs, and reviewer-ready evi
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.
Free AI calorie & macro tracker: tell your AI what you ate and it logs it to your private food diary
RegistryRemote
–License–QualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 36 days ago.
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, and reviewer-ready evi
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.
What changed across metrics, logs and traces, and where it started (Grafana, Victoria, New Relic).
Registry
ALicenseDQualityAMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 15 days ago.
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, usage logs, and audit-r
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 C2PA intake verifier MCP, structured receipts, audit logs, and reviewer-ready evidenc
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 Copilot CLI switch gate MCP, structured receipts, audit logs, and reviewer-ready evid
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 GenAI span mapping, provider normalization, dashboard schemas, and receipts.
RegistryRemote
ALicenseCQualityCMaintenanceLicense: A. MIT is a permissive open source license.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.
Read-only NATS and JetStream observability: trace a request across streams, rank what is broken.
Registry
ALicenseDQualityBMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 35 days ago.
Tamper-proof audit trail for AI agents. Signed receipts, offline-verifiable, zero backend.
Registry
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 4 months ago.
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit logs, and reviewer-rea
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 MCP tool deprecation receipt, structured receipts, audit logs, and reviewer-ready evi
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.
Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audit logs.
Registry
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 Gemini Omni commercial rights receipt MCP, structured receipts, audit logs, and revie
RegistryRemote
ALicenseCQualityCMaintenanceLicense: A. MIT is a permissive open source license.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.
Remote MCP for A2A failure replay MCP, structured receipts, audit logs, and reviewer-ready evidence.
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.
