NocoBase
NocoBase's agent stack drops its session MCP endpoint for a CLI skill and managed ACP adapters.
Comparison · PM
Aha! vs Ellie Planner
A side-by-side editorial comparison of Aha! and Ellie Planner — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Aha! vs Ellie Planner: at a glance
What is Aha!?
Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
What is Ellie Planner?
Ellie opens its task data to outside agents, eight months after its last changelog.
Ellie is a solo-built task and calendar planner spanning web, desktop, iPhone and iPad. After an eight-month gap, the catch-up release lands a real Week Calendar on iPad, Pomodoro sessions started from a task and restored across reloads, Quick Capture as a standalone window on a global shortcut, rich-text task notes with Markdown shortcuts, and MCP/API access in beta. Beneath the headline items sits the unglamorous work: recurring tasks, timezones, rollover, and calendar sync behaviour.
Aha! vs Ellie Planner: editorial side-by-side
Aha!
8.8PM
Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows
◆ Current state
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
◆ Where it's heading
Aha! is building toward an AI product management layer that talks to all the tools product teams already use — via both its own app builder and MCP connectors. Elle is accumulating integrations that let it act as an agent across the development toolchain, not just answer questions in isolation. Expect continued expansion of MCP-connected tools and the Builder's integration surface.
◆ Prediction
Elle will gain write permissions across MCP-connected tools (not just read), enabling direct issue creation and status updates from within Aha! — the natural next step after establishing read connections.
Ellie opens its task data to outside agents, eight months after its last changelog.
◆ Current state
Ellie is a solo-built task and calendar planner spanning web, desktop, iPhone and iPad. After an eight-month gap, the catch-up release lands a real Week Calendar on iPad, Pomodoro sessions started from a task and restored across reloads, Quick Capture as a standalone window on a global shortcut, rich-text task notes with Markdown shortcuts, and MCP/API access in beta. Beneath the headline items sits the unglamorous work: recurring tasks, timezones, rollover, and calendar sync behaviour.
◆ Where it's heading
The consistent pattern across four years of releases is reach - Outlook and Google calendars, Slack, Notion, Todoist, iOS widgets - all aimed at making Ellie available wherever work originates. MCP applies that instinct to agents rather than apps, and the release frames it exactly that way. The in-app AI assistant from a year ago put a model inside Ellie; MCP inverts the arrangement and lets an agent the user picks hold the task data instead.
◆ Prediction
MCP access is explicitly beta and gated behind Power Features, so the open questions are whether it graduates and how it is priced. The entries do not say which clients have been tested against the endpoint.
Alternatives to Aha! and Ellie Planner
Other PM 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 Aha! or Ellie Planner.
Tracecat
Tracecat 1.2.0 goes stable in under two days: sub-cases, workflow forms and on-prem tunnels.
Float
Float is moving from who's-free scheduling toward staffing on experience and pricing on rate cards.
SmartSuite
SmartSuite's dashboard filters learn to exclude, as admin undo reaches deleted teams.
RentRedi
RentRedi opens tenant chats to teammates, part of a run of fixes for landlords with staff.
Hive
Hive makes its AI proofer a named approver and lets workflow buttons open prefilled Forms.
See all Aha! alternatives → · See all Ellie Planner alternatives →
Recent activity from Aha! and Ellie Planner
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoAha!Connect AI applications created with Aha! Builder to 3,000+ tools ⚡
- 1mo agoAha!Product All-Stars: How product leaders are helping teams build with AI
- 1mo agoAha!Share customer research interview clips in Microsoft Teams and Slack
- 1mo agoAha!Aha! Builder vs. Replit: How to choose the best AI app builder
- 1mo agoAha!Our Customer Success team built these apps in one day with Aha! Builder
- 1mo agoAha!Introducing MCP connectors: Give Elle access to the tools you use ⚡
- 1mo agoEllie PlanneriPad Week Calendar, Pomodoro, Quick Capture, rich notes, and MCP ⚡
- 9mo agoEllie Planner🧹 Todoist integration, improved Slack/Notion integrations and more
- 1y agoEllie PlannerEllie AI, Task templates, "Add task" from calendar events and more ✨ ⚡
- 1y agoEllie PlannerNotion integration, Analytics, Rituals, Notifications and a ton more
- 2y agoEllie Planner🐹 Outlook Calendar Integration, iOS Widgets, Slack integration and more
- 3y agoEllie Planner📆 Mac menu bar, improved auto sync and more
Frequently asked questions
What is the difference between Aha! and Ellie Planner?
Both compete on the same themes — mcp — within PM. Aha! is currently shipping more aggressively (velocity 8.8 vs 3.8), 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 Aha! better than Ellie Planner?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Aha! is currently shipping more aggressively (velocity 8.8 vs 3.8), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
What are the best alternatives to Aha!?
Top Aha! alternatives in PM are ranked by recent ship velocity. Browse the "Aha! alternatives" section above for the current picks, or visit /alternatives/aha for the full list with editorial commentary on each.
What are the best alternatives to Ellie Planner?
Top Ellie Planner alternatives in PM are ranked by recent ship velocity. Browse the "Ellie Planner alternatives" section above for the current picks, or visit /alternatives/ellie for the full list with editorial commentary on each.