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Comparison · PM
Fibery vs Tracecat
A side-by-side editorial comparison of Fibery and Tracecat — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Fibery vs Tracecat: at a glance
What is Fibery?
Fibery's Custom Apps go GA, completing its turn from work tracker to embedded app platform
Fibery spent the past quarter building and shipping Custom Apps — AI-generated mini-apps buildable inside the platform via Claude, ChatGPT, or MCP. Custom Apps launched publicly in mid-August after two months of experimental iteration. In the same period, Fibery added AI-driven automation creation, a usage dashboard tracking AI and integration consumption, and expanded MCP coverage to rich text editing and direct Custom Apps authoring. The platform is shipping weekly with a mix of headliner features and steady bug fixing.
What is Tracecat?
Tracecat hits 1.0 RC with open-source agent presets, agent-case @mentions, and 20+ new security integrations.
Tracecat is in 1.0 release candidate territory, with RC.1 and RC.2 landing in quick succession. The platform has fundamentally expanded its case management system: agents can now be invoked from case comment @mentions, record their mutations back to cases, and have their runs filtered and linked to specific cases. The MCP catalog, agent presets, and skills were open-sourced in RC.1. The integration catalog grew by 20+ providers in beta.52 — Rippling, Jamf, Microsoft Graph, Databricks, Snowflake, Recorded Future, and others. RC.2 adds SSRF blocking for MCP and LLM requests and AWS role chaining.
Fibery vs Tracecat: editorial side-by-side
Fibery
6.3PM
Fibery's Custom Apps go GA, completing its turn from work tracker to embedded app platform
◆ Current state
Fibery spent the past quarter building and shipping Custom Apps — AI-generated mini-apps buildable inside the platform via Claude, ChatGPT, or MCP. Custom Apps launched publicly in mid-August after two months of experimental iteration. In the same period, Fibery added AI-driven automation creation, a usage dashboard tracking AI and integration consumption, and expanded MCP coverage to rich text editing and direct Custom Apps authoring. The platform is shipping weekly with a mix of headliner features and steady bug fixing.
◆ Where it's heading
Fibery is repositioning from a flexible project tracker into a platform where teams build custom tooling on top of their own data, without leaving the workspace. The Custom Apps launch — AI-generated, embeddable in documents, now on a versioned platform — is the clearest statement of that direction. MCP integration at multiple layers (rich text, apps, automations) shows Fibery making itself a first-class target in AI-native workflows rather than bolting on a chat widget.
◆ Prediction
The next likely move is tying Custom Apps directly into Fibery's automation engine — AI-built apps that trigger and respond to automations — which would close the loop between the platform's two main new capability axes. The breaking platform update to Custom Apps in September signals further architectural changes are coming before the feature stabilizes.
Tracecat
7.5PM
Tracecat hits 1.0 RC with open-source agent presets, agent-case @mentions, and 20+ new security integrations.
◆ Current state
Tracecat is in 1.0 release candidate territory, with RC.1 and RC.2 landing in quick succession. The platform has fundamentally expanded its case management system: agents can now be invoked from case comment @mentions, record their mutations back to cases, and have their runs filtered and linked to specific cases. The MCP catalog, agent presets, and skills were open-sourced in RC.1. The integration catalog grew by 20+ providers in beta.52 — Rippling, Jamf, Microsoft Graph, Databricks, Snowflake, Recorded Future, and others. RC.2 adds SSRF blocking for MCP and LLM requests and AWS role chaining.
◆ Where it's heading
Tracecat is building toward a security automation platform where agents are primary workflow participants, not external integrations. The agent@mention model in case comments, combined with open-sourcing the MCP catalog for community contributions, signals a bet on collaborative human-agent case investigation rather than just automated runbooks. Dropping pydantic-ai in beta.52 in favor of a custom durable runtime reflects a commitment to owning the agent execution stack — the kind of choice that enables the SSRF blocking and error classification work shipping in parallel.
◆ Prediction
The 1.0 stable release will ship shortly and will lead with the agent-case interaction model as the headline capability. Post-stable, watch for expansion of the open-source MCP catalog driven by community contributions and a push around the enterprise entitlement and SCIM system for larger SOC teams.
Alternatives to Fibery and Tracecat
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 Fibery or Tracecat.
RentRedi
RentRedi embeds AI into its maintenance workflow end-to-end, handling tenant intake and drafting landlord replies.
Camunda
Camunda 8.10 alpha cycles through broad platform bug fixes while 8.7 gets routine security patches
Asana
Asana embeds AI into Slack threads and closes the rich-text gap with Notion
Rize
Rize pivots from solo time tracker to agency operations platform with invoicing, profitability reporting, and a ChatGPT integration.
Hive
Hive is building shared AI automation infrastructure into the core of its PM platform.
See all Fibery alternatives → · See all Tracecat alternatives →
Recent activity from Fibery and Tracecat
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 14h agoTracecatTracecat 1.0.0-rc.2
- 1d agoTracecatTracecat 1.0.0-rc.1 ⚡
- 4d agoTracecatTracecat 1.0.0-beta.53-rc.1: Case aggregation and skill tool grants
- 4d agoTracecatTracecat 1.0.0-beta.52: Agent @mentions in cases and 20+ new integrations ⚡
- 6d agoFiberyHierarchical filter improvements and whiteboard color coding
- 7d agoTracecatTracecat 1.0.0-beta.52-rc.24
- 12d agoTracecatTracecat 1.0.0-beta.52-rc.23
- 13d agoFiberySeptember 3, 2026 / Custom Apps updates, Set a load limit for Lists and Tables on Entity View, Multi-window support in the desktop app
- 20d agoFiberyAugust 27, 2026 / Usage dashboard, manually edit custom apps
- 27d agoFiberyAugust 20, 2026 / Batch undo, create automations with AI, Views history
- 1mo agoFiberyAugust 13, 2026 / Custom Apps, See how each change was made (UI, API, automation, AI) ⚡
- 1mo agoFiberyAugust 6, 2026 / Custom Apps improvements, Convert Select field to Database, Update small part of rich text and add comments via MCP
Frequently asked questions
What is the difference between Fibery and Tracecat?
Both compete on the same themes — mcp — within PM. Tracecat is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 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 Fibery better than Tracecat?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tracecat is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 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 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.
What are the best alternatives to Tracecat?
Top Tracecat alternatives in PM are ranked by recent ship velocity. Browse the "Tracecat alternatives" section above for the current picks, or visit /alternatives/tracecat for the full list with editorial commentary on each.