Mmcp.market

Topic

MCP servers for monitoring and logs

Let an agent read your errors, metrics and logs while you debug.

This is one of the genuinely good uses for an agent: paste a stack trace, let it pull the surrounding errors and the deploy that preceded them. The risk is not destruction, it is disclosure, because logs contain whatever your application put in them.

Graded servers
108
Grade A
38
Run remotely
65
Reviewed by users
0

Before you install one

Three things that separate the servers here, none of which shows up in a description.

What can the token do besides read?
A lot of monitoring APIs use one token for reading and for administration, which means the same key that fetches an error can also silence an alert or delete a monitor. Most vendors offer a read-scoped token. Use it.
Logs hold secrets.
Tokens, session cookies and customer records end up in logs constantly. Pulling logs into a conversation pulls those with them, into a transcript that is stored somewhere else. Narrow the query rather than fetching the last thousand lines.
Queries cost money.
Log search is billed by scan volume on most platforms, and an agent that retries a broad query a few times can run up a real bill. Check whether the server lets you bound the time range.

Every listing below has a scan report saying what the server asks for and what it does with it. The rubric is on how we grade.

The monitoring and logging servers we would look at first

Reviewed servers rank first, then the ones with real adoption. At most two per publisher, so no account can fill the list. Nothing here is sponsored.

36 more, graded and ranked

  • 13
    LLM Observability Orchestration
    LLM Observability & Orchestration Agent
    C
  • 14
    Netdata
    Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
    A
  • 15
    LibreNMS MCP
    MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure
    B
  • 16
    Context by Fulcra
    Connect your Fulcra Context personal datastore: access your metrics, events, agent data and more
    A
  • 17
    Dynatrace Managed
    MCP server for Dynatrace Managed to access logs, events, and metrics.
    A
  • 18
    VMware Monitor
    Read-only VMware vCenter/ESXi monitoring, 32 MCP tools; vSphere calls allowlist-gated in tests.
    A
  • 19
    GrayMatter
    Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.
    B
  • 20
    Zabbix MCP
    MCP server for Zabbix monitoring and automation
    B
  • 21
    Churnkey
    Read and manage Churnkey cancel flows, retention metrics, and payment recovery
    A
  • 22
    Raygun
    Investigate errors, track deployments, analyze performance, and manage application monitoring
    A
  • 23
    Windsock
    Aircraft valuations, registry lookup, cost of ownership, market metrics, reports and logbooks.
    A
  • 24
    Kubernetes
    Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.
    A
  • 25
    ProjectPulse MCP
    Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.
    B
  • 26
    Google Business Profile MCP
    MCP server for Google Business Profile: locations, reviews, local posts and performance metrics.
    B
  • 27
    Blazingcdn
    Manage BlazingCDN from AI agents: CDN zones, cache, metrics, domains, cloud storage and video CDN
    B
  • 28
    SigRank — AI Operator Benchmarking
    SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.
    B
  • 29
    OctoWatch DLP
    Read-only OctoWatch DLP Cloud MCP: risks, idle time, productivity, monitoring.
    B
  • 30
    Greptimedb
    Query GreptimeDB metrics, logs and traces with SQL, TQL and RANGE. Manage pipelines and dashboards.
    A
  • 31
    Sentinel
    Uptime, SSL, DNS and domain monitoring you can talk to from Claude or any MCP client.
    A
  • 32
    HostTracker
    Website uptime monitoring: run checks from 300+ locations, manage monitors, alerts and incidents
    A
  • 33
    Otel Collector Drift Lint
    Finds the removed components and renamed attributes in an OpenTelemetry Collector config before the
    A
  • 34
    Booking.com Hotel Search (Live Prices)
    Live Booking.com hotel prices, plus per-country pricing for rate-parity monitoring.
    B
  • 35
    Monerometrics
    Live Monero network metrics: reorgs, orphans, pool centralization and the Haveno order book.
    B
  • 36
    Server
    Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor
    B
  • 37
    Klaviyo MCP
    Klaviyo MCP: campaigns, flows, segments, metrics, reports, profiles across many accounts. 24 tools.
    B
  • 38
    Scherlok
    Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.
    B
  • 39
    MCP
    Manage Google Ads from Claude: read metrics, draft campaigns, publish with human approval.
    B
  • 40
    Loadster
    Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.
    A
  • 41
    1ClickReport
    75 tools for marketing analytics, campaign management and AI monitoring across 7 platforms.
    A
  • 42
    Heystack
    Observability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts.
    A
  • 43
    AgentLinkOps
    Backlink monitoring with dated fetch evidence; checks and change events continue after the chat.
    A
  • 44
    Apizone
    Real-time status & uptime monitoring for 294 popular APIs — is it down, and how reliable?
    A
  • 45
    AgentData — crypto market data with a checkable record
    Verifiable crypto signals, recorded history and always-on monitoring for AI agents via x402 on Base.
    A
  • 46
    Stoxly
    Free stock, ETF & crypto analysis: 10-point score, verdict and key metrics for any ticker.
    A
  • 47
    FluxProof
    Evidence-bearing public webpage monitoring with hashes, diffs, signed webhooks, REST, and MCP.
    B
  • 48
    Netmon (demo)
    Public read-only demo of Netmon's network monitoring tools over a recorded snapshot.
    B

Or try them without installing any

Add the gateway once and your agent runs search "observability", reads the grades, and calls the one it picks. Nothing to install per server, and an F-graded server cannot be reached through it.

Gateway docs
claude mcp add --transport http mcp-market https://gw.mcp.market/mcp

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