305 servers in Monitoring & Observability
Quellgeist
Rajeev-Shyam/Quellgeist
Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage).
ResearchTwin
martinfrasch/researchtwin
Federated research discovery with S-Index metrics across a network of digital twins.
Sota
qso-graph/sota-mcp
Summits on the Air MCP server. Summit lookup, spots, alerts, nearby summits.
SSH Host Storage & Remote Exec
xlbbb-cn/mcp_ssh_exec_cmd
Stdio MCP server for SSH host storage and remote command execution with a connection-pool monitor.
Unchore Defend
smilemino/unchore-defend
Grade a site's security headers with fixes and a badge; read logs or code for the defender.
Vouchwell
Vouchwell/vouchwell
Read, verify and export a tamper-evident log of what an AI agent did. Read-only.
Wems
heliosarchitect/wems-mcp-server
Real-time natural hazard monitoring: earthquakes, tsunamis, volcanoes, solar weather, air quality
Agent Mindshare
Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations with Agent Mindshare.
Mux
muxinc/mux-node-sdk
Mux is a video API for developers. With Mux's official MCP you can upload videos, create live streams, generate thumbnails, add captions, manage playback policies, dig through engagement data, monitor video performance, and more.
APIzone
Check whether any of 294 third-party APIs is down, with uptime history and recent outages.
Cloudsealed
cloudsealed/cloudsealed-mcp
Rule-based cloud cost anomaly detection and architecture risk scoring (single points of failure, coupling, scalability gaps) with rule-by-rule breakdowns.
Codex Reset
Codex usage-limit reset odds for the next 24/48h, past resets and Codex service status.
NotWorking
Check if other agents report a site, skill or MCP server failing, see its other access paths, and report failures.
Postsleuth
Blackman99/postsleuth
Postfix delivery troubleshooting: queue grouped by deferral reason, qshape, mail log stats and traces, SPF/DKIM/DMARC/PTR checks. Read-only by default; requeue/flush/delete need an opt-in flag.
Relvato
Real-browser website monitoring, deepest on WordPress & WooCommerce: run checks, read results; tools need a free key.
RunVouch
Find out why an unattended run stalled or failed and read tamper-evident proof; needs a free key.
Toolweather
Checks if an MCP server or tool is safe to call now and suggests alternatives. Calls need a free API key.
Upstream
Live status, incidents and model deprecations for ~40 AI and developer APIs, plus a daily digest.
Uptimepage
Read monitors and incidents, run checks, create monitors and status pages, post incident updates. Calls need OAuth.
Cirdan
adanb13/cirdan
Fingerprints, graphs and watches the live infrastructure an agent can reach (Docker, Kubernetes, cloud, IaC) and detects incidents.
contextburn
arsentev-ai/contextburn
Measures Claude Code session efficiency: the share of tokens that became output versus re-read context, by tokens and cost, from local transcripts.
Endpoint AIops
AIops-tools/Endpoint-AIops
Endpoint fleet operations (thin client, VDI): login-storm and patch/config-drift analysis, inventory, and guarded remediation with audit logs and rollback.
Loki
igorolv/loki-mcp-server
Read-only Grafana Loki (2.6.1 and 3.x) for agents: label and stream discovery, bounded LogQL pages, counts by label or time bucket, and log export; several stands per server.
Spoor
asinha07/spoor
Tells AI agents what changed across VictoriaMetrics, VictoriaLogs and VictoriaTraces, and where it started: a ranked, token-budgeted digest that separates root causes from echoes using trace structure.
Vllm Ops
jaimenbell/vllm-ops-mcp
Read-only health checks for a local vLLM instance: liveness and real-completion tiers, GPU and VRAM status, service status and serve-flag introspection.
ConnectorReport
Dated, hands-on test results for remote MCP servers: pass rate, sign-in method, gotchas and fix recipes.
Expiry Watch
Check a public domain's TLS certificate, chain and registration expiry without an account or API key.
is it DNS?
Dig any public resolver, audit or sweep a domain, walk a delegation, read the live resolver board; no key.
Ned Watch
Know when your agent silently stops: deadman, overrun, HTTP, TLS and content watches; the first call issues a key.
Pulse
Real Core Web Vitals from the Chrome UX Report for any URL, with a pass or fail verdict.
Vivere
Cron and heartbeat monitoring: create monitors and check in on each run; tools need a key.
511 Sf Bay
pipeworx-io/mcp-511-sf-bay
511 SF Bay Transit MCP — live departures, vehicle positions and service alerts for every transit…
Aethereum
br9704/aethereum
The team layer for AI coding agents: shared contracts, collision alerts, E2EE sessions.
Agent DVR
com.ispyconnect/agentdvr
Ask your security cameras anything and set up alert rules in a sentence. Built into Agent DVR.
Agent Observability
RudrenduPaul/agent-observability
AI agent observability with deterministic record/replay for debugging agent failures.
agentguard
agentwares/agentguard
MCP policy proxy: spend caps, approvals for destructive tools, kill switch, dry-run, audit log.
Agenthub Monitor
NEVELSK65/mcp-agenthub-monitor
Renders a pipeline DAG and test-harness dashboard inline as an MCP App
Agentmark
agentmark-ai/agentmark
Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.
AI Guardian
AIops-tools/AI-Guardian
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
Ami Survey Client v1
speedofred/ami-survey-client-v1
Measures the cost, tokens and duration of a completed agent workflow from its session log.
Approval Gate
itcustomsolution/approval-gate-mcp
Fail-closed human approval gates for AI agent actions. Default-deny, TTL expiry, audit log.
Arb Alerts
pipeworx-io/mcp-arb-alerts
arb-alerts — persisted Polymarket/Kalshi cross-venue spread alerts.
Auditreach
RudrenduPaul/auditreach
BYOK Reddit/YouTube research CLI with a tamper-evident audit log and an MCP server.
BondSeat
saintmarksventures/bondseat-connector
Snag hard-to-get Resy tables with automatic cancellation monitoring and scheduled release attempts.
bostonmove
Srikarmk/bostonmove
Live MBTA departures and alerts, Bluebikes bikes and docks, and Boston trip options. Read-only.
Box Admin Analytics
shigechika/boxadm-mcp
MCP server for Box admin-log analytics — external-sharing visibility, read-only
Bulwark
bpolania/bulwark
AI agent governance: content scanning, audit logs, policy evaluation, session management.
Cairn
cybort360/cairn
Log Claude Code work sessions, file edits, and tasks to your Cairn account.