Umami MCP vs Datadog MCP Server — MCP Server Comparison | AllMCPs
Side-by-Side Model Context Protocol Comparison
Umami MCP vs Datadog MCP Server
In-depth architectural comparison of the Umami MCP and Datadog MCP Server MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Umami MCP
Monitoring · Local stdio
Quality: 65/100 (Great) | Auth: API Key required
Datadog MCP Server
Monitoring · Local stdio
Quality: 64/100 (Good) | Auth: API Key required
Verdict Summary: Choose Umami MCP if you need specialized Monitoring tools running via a local process. Choose Datadog MCP Server if your workspace requires Monitoring integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Umami MCP when:
You need dedicated capabilities in the Monitoring domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: UMAMI_URL, UMAMI_USERNAME, UMAMI_PASSWORD, UMAMI_API_KEY.
You need dedicated capabilities in the Monitoring domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: DD_API_KEY, DD_APP_KEY, DD_SITE, MCP_DEFAULT_LIMIT, MCP_DEFAULT_LOG_LINES, MCP_DEFAULT_METRIC_POINTS, MCP_DEFAULT_TIME_RANGE, MCP_TRANSPORT.
Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, stats, sessions, events, reports, users, teams, and realtime monitoring.
MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token efficiency, and cross-correlation between logs, traces, and metrics.
Category & Scope
Tools & Capabilities Breakdown
Umami MCP Tools (66)
list_websites
List all websites tracked in Umami
get_website
Get details of a specific website by ID
create_website
Create a new website to track in Umami
update_website
Update an existing website's configuration
delete_website
Delete a website from Umami
get_active_visitors
Get the number of currently active visitors on a website
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Umami MCP is categorized under Monitoring and uses a local stdio subprocess. In contrast, Datadog MCP Server belongs to Monitoring using local stdio subprocess. Select Umami MCP when you need capabilities focused on monitoring and Datadog MCP Server when you require tools for monitoring.
Query timeseries data. Response `meta` includes `rollupRequested` (parsed from `rollup(method, seconds)`, with `methodInferred` flag), `rollupEffective` (interval derived from returned pointlist intervals + deduped `intervalsObserved` for multi-series), and `rollupOverridden: boolean` so callers ca…
traces
Search spans with filters
events
List events
incidents
List incidents
slos
List SLOs. Each item exposes `query`, `monitorIds`, `monitorTags`, `groups`, and a UI `url` so round-trips (get → edit → update) preserve definition fields.