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Keboola vs ManageEngine ADManager Plus

A side-by-side editorial comparison of Keboola and ManageEngine ADManager Plus — release velocity, themes, recent moves, and the top alternatives to consider.

Keboola vs ManageEngine ADManager Plus: at a glance

FeatureKeboolaManageEngine ADManager Plus
SectorAnalyticsAnalytics
Velocity score5.02.5
Sparks · 30d00
Top themesdata-platform, mcp, ai-assistant, governanceactive directory, identity management, marketplace extensions, maintenance builds
Last editorial update2d ago3mo ago
WebsiteVisit →Visit →

What is Keboola?

Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.

Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.

Read the full Keboola trajectory →

What is ManageEngine ADManager Plus?

ADManager Plus opened to third-party identity apps in January, then shipped six months of fixes.

Six builds since late January, and five are almost entirely defect work: scheduled reports failing to send as email content, mobile app logins on iOS and Android, CPU spikes after upgrade, a broken Log360 SOAR integration, M365 automation-policy tasks failing, and a JRE bump to 11.86.19. The exceptions are Build 8036, which added Security group type to the M365 Modify Single Group action, and Build 8034, which introduced Marketplace Extensions so administrators can install third-party application extensions and manage identities in those applications from inside ADManager Plus.

Read the full ManageEngine ADManager Plus trajectory →

Keboola vs ManageEngine ADManager Plus: editorial side-by-side

K
Keboola
ANALYTICS
5.0

Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.

◆ Current state

Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.

◆ Where it's heading

The platform is limiting what agents and stale resources can do while making its AI assistant and apps quicker to use. The pattern is deliberate cleanup ahead of wider agent usage, not new surface area.

◆ Prediction

Expect more guardrails around the MCP server and Kai, such as tighter scopes or approvals, alongside further deprecation notices with fixed dates.

M2.5

ADManager Plus opened to third-party identity apps in January, then shipped six months of fixes.

◆ Current state

Six builds since late January, and five are almost entirely defect work: scheduled reports failing to send as email content, mobile app logins on iOS and Android, CPU spikes after upgrade, a broken Log360 SOAR integration, M365 automation-policy tasks failing, and a JRE bump to 11.86.19. The exceptions are Build 8036, which added Security group type to the M365 Modify Single Group action, and Build 8034, which introduced Marketplace Extensions so administrators can install third-party application extensions and manage identities in those applications from inside ADManager Plus.

◆ Where it's heading

The extensibility move is the only structural change in the window, and nothing has built on it since. What follows is a maintenance train — roughly one build every six to eight weeks, carrying fix roll-ups and one security patch — which reads as a mature on-premises product prioritising stability for existing installs over new surface.

◆ Prediction

On this cadence the next build is most likely another fix roll-up. Whether Marketplace Extensions gets a second act is not answerable from these entries.

Alternatives to Keboola and ManageEngine ADManager Plus

Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Keboola or ManageEngine ADManager Plus.

See all Keboola alternatives → · See all ManageEngine ADManager Plus alternatives →

Recent activity from Keboola and ManageEngine ADManager Plus

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 2d agoKeboolaSwitch Keboola to Dark Mode
  2. 3d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
  3. 6d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
  4. 9d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
  5. 17d agoKeboolaFaster App Starts by Default
  6. 22d agoKeboolaKai remembers what matters: shared team memory
  7. 3mo agoManageEngine ADManager PlusBuild 8043: report email, mobile login and CPU spike fixes
  8. 6mo agoManageEngine ADManager PlusBuild 8042: Log360 integration, M365 automation and security fixes
  9. 7mo agoManageEngine ADManager PlusBuilds 8040-8041: JRE 11.86.19 upgrade and GUI fixes
  10. 8mo agoManageEngine ADManager PlusBuild 8036: Security group support in M365 group modification
  11. 9mo agoManageEngine ADManager PlusBuild 8035: %empty% macro and report-basis regression fixes
  12. 9mo agoManageEngine ADManager PlusBuild 8034: Marketplace Extensions manage third-party app identities ⚡

Frequently asked questions

What is the difference between Keboola and ManageEngine ADManager Plus?

They serve adjacent needs but don't currently overlap on shipped themes. Keboola is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Keboola better than ManageEngine ADManager Plus?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.

What are the best alternatives to Keboola?

Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.

What are the best alternatives to ManageEngine ADManager Plus?

Top ManageEngine ADManager Plus alternatives in Analytics are ranked by recent ship velocity. Browse the "ManageEngine ADManager Plus alternatives" section above for the current picks, or visit /alternatives/manageengine-admanager-plus for the full list with editorial commentary on each.