20 Datadog MCP Server alternatives
Datadog MCP Server: Datadog's official managed MCP server — query logs, metrics, traces, incidents and dashboards from an AI agent, inside your existing Datadog permissions. 20 MCP servers do similar work, most sharing Observability, Monitoring and Logs, ranked by how much they have in common with Datadog MCP Server.
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by ClickHouse
ClickHouse's observability MCP server — investigate logs, traces and metrics with semantic tools rather than raw SQL, hosted or self-hosted.
Also: Incident Response, Logs, Monitoring, Observability, Tracing
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by Google
Official Google server exposing Google Cloud Observability to agents — querying logs, metrics and traces from a Google Cloud project without leaving the assistant.
Also: Logs, Monitoring, Observability, Tracing
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by Honeycomb
Honeycomb's hosted MCP server — query traces, metrics, logs and events, run BubbleUp, and read Boards, Triggers and SLOs from an AI agent.
Also: Incident Response, Observability, Tracing
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by SigNoz
Query SigNoz metrics, traces, logs, alerts and dashboards in natural language — and create alerts, dashboards and saved views back, with deep links into the UI.
Also: Logs, Observability, Tracing
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by Axiom
Axiom's official MCP server — query event data with APL, read dataset schemas, and create or edit dashboards, monitors and notifiers from an agent.
Also: Logs, Monitoring, Observability
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by Dynatrace
MCP server for self-hosted Dynatrace Managed deployments — problems, vulnerabilities, entities, SLOs, logs and metrics from one or many clusters, in stdio or remote mode.
Also: Logs, Monitoring, Observability
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by InfluxData
InfluxData's official MCP server for InfluxDB 3 — schema discovery, bounded SQL and InfluxQL queries, line-protocol writes and token administration across Core, Enterprise and Cloud.
Also: Metrics, Observability
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by Arize AI
Official MCP server for Arize Phoenix: read traces and spans, manage prompt versions, and run and inspect datasets and experiments from an AI assistant.
Also: Observability, Tracing
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by incident.io
incident.io's official hosted MCP server — reach incidents, alerts, on-call schedules, the catalog and workflows from Claude, Cursor or any MCP client over OAuth.
Also: Incident Response, Observability
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by Rootly
Rootly's official MCP server for incident management and on-call — declare and update incidents, page the right responder, and pull timelines and retrospectives into an agent session.
Also: Incident Response, Observability
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by New Relic
New Relic's official hosted MCP server — query telemetry with NRQL or natural language, investigate alerts and incidents, and assess deployment impact from your agent.
Also: Incident Response, Observability
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by PagerDuty
PagerDuty's official MCP server with 80+ tools for incidents, schedules, services and escalation policies — read-only by default, with write actions behind an explicit flag.
Also: Incident Response, Observability
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by Splunk
Splunk's own MCP server, hosted inside your Splunk deployment, letting agents write SPL from natural language and run searches under existing RBAC.
Also: Logs, Observability
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by Elastic
Elastic's official MCP server — explore indexes, inspect mappings, and query Elasticsearch conversationally.
Also: Logs, Observability
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by Grafana Labs
Official Grafana MCP server: search and edit dashboards, query Prometheus, Loki and Pyroscope, and work with alerts, incidents and on-call from an agent.
Also: Monitoring, Observability
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by Checkly
Checkly's hosted MCP server gives an agent read access to your synthetic monitoring account — check health, failing results, test sessions, Rocky AI root-cause analyses, incidents and status pages — over streamable HTTP with OAuth.
Also: Monitoring, Observability
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by Memfault (Nordic Semiconductor)
Remote MCP server for Memfault (Nordic Semiconductor) exposing 18 read-only tools over device fleet telemetry — device vitals, timeseries, crash issues, traces, metrics and software versions.
Also: Monitoring, Observability
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by Weights & Biases
The official W&B MCP server: query experiment runs, Weave LLM traces, artifacts and registries in natural language, and write findings back as a W&B report.
Also: Monitoring, Observability
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by SmartBear
SmartBear's official MCP server, putting BugSnag error monitoring, Reflect and QMetry test management, Zephyr, PactFlow contract testing and the Swagger API Hub behind one agent connection.
Also: Monitoring, Observability
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by Sentry
Sentry's official MCP server — investigate errors and issues, inspect events, and use Seer for root-cause analysis.
Also: Monitoring, Observability
