MCP.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
400
Grade A
117
Run remotely
222
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.

  • 1
    Sentry
    by getsentry
    A

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

    No reviews yet
    gateway-ready86184k/wkFree
  • 2
    Grafana
    by grafana
    A

    An MCP server giving access to Grafana dashboards, data and more.

    No reviews yet
    gateway-ready3.5kFree
  • 3
    Sessy — Amazon SES observability
    by marckohlbrugge
    A

    Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.

    No reviews yet
    gateway-ready945Free
  • 4
    Prometheus MCP Server
    by pab1it0
    B

    MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

    No reviews yet
    local · oci522Free
  • 5
    Prometheus MCP Server
    by tjhop
    A

    An API-complete MCP server to manage Prometheus-compatible backends.

    No reviews yet
    local · oci111Free
  • 6
    Observability
    by ThoTischner
    B

    Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

    No reviews yet
    local · npm7380/wkFree
  • 7
    Exit1 Uptime Monitoring
    by exit1.dev
    A

    Set up uptime monitoring from your editor: create checks, alerts, and query uptime. Can sign you up.

    No reviews yet
    gateway-ready70/wkFree
  • 8
    Grafana
    by mcparmory.com
    B

    Manage dashboards, users, teams, alerts, data sources, and access control

    No reviews yet
    local · mixed31155/wkFree
  • 9
    Sentry
    by mcparmory.com
    B

    Track errors, manage performance alerts, and configure dashboards and monitors

    No reviews yet
    local · mixed31154/wkFree
  • 10
    UptyBots
    by uptybots.com
    B

    Uptime monitoring: create and manage HTTP, API, SSL, ping, port and domain checks

    No reviews yet
    gateway-ready176/wkFree
  • 11
    Grafana MCP
    by itzhouq
    C

    Read-only project-level Grafana MCP: Loki logs, metrics, traces, alerts, test/prod switching

    No reviews yet
    local · npm704/wkFree
  • 12
    Agentry.sh Observability
    by fr33dr4g0n
    A

    Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

    No reviews yet
    local · npm298/wkFree

36 more, graded and ranked

  • 13
    Datadog
    Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet
    B
  • 14
    Grafana
    Search & edit Grafana dashboards, query datasources (PromQL/LogQL/SQL), inspect alerts.
    B
  • 15
    Scout Monitoring (local)
    Run Scout Monitoring's MCP tools locally with an API key: endpoints, traces, errors, N+1 insights.
    C
  • 16
    Monitoring AIops
    Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.
    A
  • 17
    Observability AIops
    Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
    A
  • 18
    LLM Observability Orchestration
    Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
    A
  • 19
    Quellgeist Metrics
    Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).
    A
  • 20
    Prometheus
    A Model Context Protocol (MCP) server for Prometheus monitoring
    A
  • 21
    Delta Registry — Regulatory & Compliance Monitoring (28 tools)
    28 pay-per-event tools for regulatory, sanctions, procurement, and corporate-registry monitoring.
    A
  • 22
    Agent Observability
    AI agent observability with deterministic record/replay for debugging agent failures.
    A
  • 23
    UsageMax public observability
    Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
    A
  • 24
    Condux error monitoring
    Read your Condux issues, events and stack traces (deminified with source maps). Triage optional.
    A
  • 25
    Datadog
    Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools
    B
  • 26
    Uk Flood Monitoring
    UK Environment Agency real-time flood-monitoring MCP.
    B
  • 27
    Mako Metrics
    Competitor Meta ads intelligence reports. List plans, create orders, Stripe checkout for humans.
    B
  • 28
    Sentry DSN Shape
    Check a Sentry DSN shape. Secret discarded.
    A
  • 29
    AgentResolver — Agent Commerce Health Monitoring
    Free API/MCP/x402 health checks plus $19 hourly managed monitoring for agent services.
    A
  • 30
    Monitoring
    Google reviews API - fetch reviews from Google, Trustpilot, TripAdvisor, G2 + 50 platforms
    A
  • 31
    Prometheus
    Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).
    B
  • 32
    Agentic Observability MCP
    Agent tracing, cost tracking, anomaly detection for LLM agents
    B
  • 33
    Priceminder — Shopee Price Monitoring
    Shopee competitor price monitoring over MCP: price history, drop alerts, smart-follow pricing.
    C
  • 34
    Hotel Rate Monitoring API
    Remote MCP server for hotel rate monitoring, parity checks, and pricing intelligence via Apify.
    B
  • 35
    PingZen Uptime Monitoring
    Uptime monitoring with 127 tools across 23 protocols. Tag filtering + Code Mode.
    B
  • 36
    Geckoboard Metrics
    Query live metrics and data lists from the business tools connected to your Geckoboard
    B
  • 37
    Ripples Metrics
    Analytics for founders: traffic, search, ad spend, revenue and retention per product.
    B
  • 38
    Scout Monitoring
    Scout Monitoring data for AI assistants: slow endpoints, traces, N+1 queries, and errors.
    B
  • 39
    Site Qwality
    Manage uptime monitors and incidents and search logs, metrics and traces from an AI assistant.
    B
  • 40
    Body Metrics
    Convert height and weight, compute BMI, TDEE and protein targets with error bounds.
    B
  • 41
    ShipReady Metrics
    Read-only scan of a public GitHub repo for leaked secrets, with a 0-100 grade.
    B
  • 42
    Bitmovin Observability MCP
    Query and analyse your data from Bitmovin Observability
    B
  • 43
    OhSnap uptime monitoring
    Check if a website is down, add uptime monitors, read outage history and send test alerts.
    B
  • 44
    Monitoring
    Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price checks, mentions.
    B
  • 45
    USGS Water Monitoring
    Real-time water levels and flow rates from USGS stream gauges
    C
  • 46
    Serp Metrics
    Impression-weighted SERP position, click projection on your own CTR curve, share of voice
    C
  • 47
    Kafka And Postgres Monitoring Stack
    Kafka and Postgres Monitoring Stack
    C
  • 48
    LLM Observability Orchestration
    LLM Observability & Orchestration Agent
    C

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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