Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
Comparison · PM
Aha! vs Fibery
A side-by-side editorial comparison of Aha! and Fibery — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Aha! vs Fibery: 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 Fibery?
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
Fibery's October 22 release is small: rich text accepts multiple files at once, with new upload and upload-by-link options, and the MCP server lets an AI assistant upload files from the user's computer into file fields or rich text. It follows three heavier releases: AI-built custom integrations, Custom Apps as entity views, and a rebuilt AI agent.
Aha! vs Fibery: 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.
Fibery
7.5PM
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
◆ Current state
Fibery's October 22 release is small: rich text accepts multiple files at once, with new upload and upload-by-link options, and the MCP server lets an AI assistant upload files from the user's computer into file fields or rich text. It follows three heavier releases: AI-built custom integrations, Custom Apps as entity views, and a rebuilt AI agent.
◆ Where it's heading
Fibery is making AI the main builder and operator of the workspace: the agent, Custom Apps, AI-generated integrations and an MCP server that now handles code execution and files. The weekly cadence alternates big AI releases with quality-of-life updates like this one.
◆ Prediction
Expect the custom-integration preview to widen and the MCP server to gain more write actions; another large AI release is likely within a few weeks given the pattern.
Alternatives to Aha! and Fibery
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 Fibery.
NocoBase
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Camunda
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Todoist
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
Atarim
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
SmartSuite
SmartSuite adds a scheduled JavaScript runtime with secrets and run history.
Recent activity from Aha! and Fibery
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 7d agoFiberyMulti-file upload in rich text; MCP can upload local files
- 14d agoFiberyAI-built custom integrations (preview), rich-text diffs, MCP execute_code ⚡
- 21d agoFiberyOctober 8, 2026 / 🫣 Hide Space data from Admins
- 28d agoFiberyOctober 1, 2026 / 🔥 Custom Apps as Entity Views, Suggestion mode for rich text ⚡
- 1mo agoFiberySeptember 24, 2026 / :french_fries: Better tables in Rich text, See where a field is used before you delete it
- 1mo agoFiberySeptember 17, 2026 / New Fibery AI Agent, Whiteboards and AI, Space templates with files and images, OAuth Applications ⚡
- 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
- 2mo agoAha!Aha! Builder vs. Replit: How to choose the best AI app builder
- 2mo agoAha!Our Customer Success team built these apps in one day with Aha! Builder
- 2mo agoAha!Introducing MCP connectors: Give Elle access to the tools you use ⚡
Frequently asked questions
What is the difference between Aha! and Fibery?
Both compete on the same themes — mcp — within PM. Aha! is currently shipping more aggressively (velocity 8.8 vs 7.5), with 0 editorial sparks in the last 30 days against 2. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Aha! better than Fibery?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Aha! is currently shipping more aggressively (velocity 8.8 vs 7.5), with 0 editorial sparks in the last 30 days against 2. 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 Fibery?
Top Fibery alternatives in PM are ranked by recent ship velocity. Browse the "Fibery alternatives" section above for the current picks, or visit /alternatives/fibery for the full list with editorial commentary on each.