PM
Atlassian is building the plumbing for other people's AI agents to work inside Jira.
Alternatives · project management tools
Tracecat alternatives
The best Tracecat alternatives in project management tools, ranked by Sparkpulse's velocity_score.
Updated Jul 30, 2026
Looking for the best alternatives to Tracecat? Sparkpulse tracks and ranks 12 alternatives in project management tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Tracecat shipped 1 meaningful update in the last 30 days and carries a velocity score of 6.3 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Tracecat
Tracecat is drawing hard boundaries around what its agents are allowed to touch
Six release candidates in two weeks on the 1.0.0-beta.51 line. The agent surface is where most work lands: batch approvals, a Mistral provider, catalog IDs for custom models, interactive turns prioritised on a shared queue, and streaming status for pending approvals. Running alongside it is a steady tightening of the execution boundary — nested action execution constrained, run_python excluded from agent tools, inbound auth no longer forwarded to user MCP servers, and the Action Gateway made mandatory as an explicit breaking change.
Velocity 6.3 · Last update 1h ago
Top 12 alternatives to Tracecat
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
COLLAB
Hive is turning Buzz into a delegator while grinding out resourcing depth and UI polish.
PM
Process Street's blog buries the actual news: it has an MCP server
PM
NocoBase is wiring its AI employees and its JS blocks to call each other
PM
Aha! is turning a roadmapping suite into a place where the app gets built and tested.
PM
Notion is turning its workspace into an orchestration layer for external AI agents.
PM
SmartSuite is wiring a governed BYO-LLM layer beneath its agent features.
PM
Asana bolts an agent platform and collaborative docs onto its work graph.
PM
Atarim moves from managing feedback to acting on it, with V5 as the reset.
PM
Wiring itself under monday.com, ClickUp and Trello as the capacity layer they lack
PM
Wiring itself under monday.com, ClickUp and Trello as the capacity layer they lack
PM
Celoxis publishes PMO thought-leadership at pace; the product ships out of view.
Tracecat vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Tracecat (baseline) | 6.3 | 1 | security-automationai-agentsmcp | Action Gateway becomes mandatory |
| Atlassian | 10.0 | 2 | agent-orchestrationforge-platformjira-automation | Forge LLMs API is now GA: Here’s how you can build AI-native apps on Atlassian |
| Hive | 10.0 | 1 | ai-assistantresourcingai-proofing | Use Buzz to delegate complex work |
| Process Street | 6.3 | 1 | workflow-automationcompliance-operationsmcp | 10 Ways to Use the Process Street MCP |
| NocoBase | 6.3 | 1 | low-codeai-agentsworkflow-automation | AI employees get frontend tools that operate JS blocks |
| Aha! | 6.3 | 1 | ai-app-buildervirtual-usersproduct-management | Test AI-built apps with virtual users in Aha! Builder |
| Notion | 6.3 | 1 | agent-orchestrationdeveloper-platformworkers | Notion 3.6: External Agents, HTML blocks, and more |
| SmartSuite | 6.3 | 1 | work-managementai-agentsbyo-llm | SmartSuite AI: Managed Connections |
| Asana | 6.3 | 1 | ai-teammatesautomationcollaborative-docs | ✨📄 Introducing Pages! (formerly known as Notes) |
| Atarim | 6.3 | 1 | atarimvisual-collaborationweb-agencies | V5 Is Live in Beta. Activate It Now! |
| Resource Guru | 5.0 | 0 | capacity-planningintegrationsresource-scheduling | — |
| Resource Guru | 5.0 | 0 | capacity-planningintegrationsresource-scheduling | — |
| Celoxis | 5.0 | 0 | content-marketingseoproject-portfolio-management | — |
The 12 best Tracecat alternatives, in depth
1. Atlassian · velocity 10.0
Atlassian is building the plumbing for other people's AI agents to work inside Jira.
Over the last 30 days Atlassian shipped 2 meaningful updates vs Tracecat's 1, most recently “Forge LLMs API is now GA: Here’s how you can build AI-native apps on Atlassian”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Atlassian focuses on agent orchestration, forge platform and jira automation.
Over the last 30 days Atlassian has been shipping faster than Tracecat — a point in its favour if release momentum matters to you.
Full Atlassian trajectory → · Compare Tracecat vs Atlassian →
2. Hive · velocity 10.0
Hive is turning Buzz into a delegator while grinding out resourcing depth and UI polish.
Over the last 30 days Hive shipped 1 meaningful update vs Tracecat's 1, most recently “Use Buzz to delegate complex work”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Hive focuses on ai assistant, resourcing and ai proofing.
Hive and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. Process Street · velocity 6.3
Process Street's blog buries the actual news: it has an MCP server.
Over the last 30 days Process Street shipped 1 meaningful update vs Tracecat's 1, most recently “10 Ways to Use the Process Street MCP”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Process Street focuses on workflow automation, compliance operations and mcp.
Process Street and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Process Street trajectory → · Compare Tracecat vs Process Street →
4. NocoBase · velocity 6.3
NocoBase is wiring its AI employees and its JS blocks to call each other.
Over the last 30 days NocoBase shipped 1 meaningful update vs Tracecat's 1, most recently “AI employees get frontend tools that operate JS blocks”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, NocoBase focuses on low code, ai agents and workflow automation.
NocoBase and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. Aha! · velocity 6.3
Aha! is turning a roadmapping suite into a place where the app gets built and tested.
Over the last 30 days Aha! shipped 1 meaningful update vs Tracecat's 1, most recently “Test AI-built apps with virtual users in Aha! Builder”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Aha! focuses on ai app builder, virtual users and product management.
Aha! and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. Notion · velocity 6.3
Notion is turning its workspace into an orchestration layer for external AI agents.
Over the last 30 days Notion shipped 1 meaningful update vs Tracecat's 1, most recently “Notion 3.6: External Agents, HTML blocks, and more”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Notion focuses on agent orchestration, developer platform and workers.
Notion and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. SmartSuite · velocity 6.3
SmartSuite is wiring a governed BYO-LLM layer beneath its agent features.
Over the last 30 days SmartSuite shipped 1 meaningful update vs Tracecat's 1, most recently “SmartSuite AI: Managed Connections”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, SmartSuite focuses on work management, ai agents and byo llm.
SmartSuite and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full SmartSuite trajectory → · Compare Tracecat vs SmartSuite →
8. Asana · velocity 6.3
Asana bolts an agent platform and collaborative docs onto its work graph.
Over the last 30 days Asana shipped 1 meaningful update vs Tracecat's 1, most recently “✨📄 Introducing Pages! (formerly known as Notes)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Asana focuses on ai teammates, automation and collaborative docs.
Asana and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. Atarim · velocity 6.3
Atarim moves from managing feedback to acting on it, with V5 as the reset.
Over the last 30 days Atarim shipped 1 meaningful update vs Tracecat's 1, most recently “V5 Is Live in Beta. Activate It Now!”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Atarim focuses on atarim, visual collaboration and web agencies.
Atarim and Tracecat have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. Resource Guru · velocity 5.0
Wiring itself under monday.com, ClickUp and Trello as the capacity layer they lack.
Over the last 30 days Resource Guru shipped 0 meaningful updates vs Tracecat's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Resource Guru focuses on capacity planning, integrations and resource scheduling.
Resource Guru has shipped fewer meaningful updates than Tracecat in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Resource Guru trajectory → · Compare Tracecat vs Resource Guru →
11. Resource Guru · velocity 5.0
Wiring itself under monday.com, ClickUp and Trello as the capacity layer they lack.
Over the last 30 days Resource Guru shipped 0 meaningful updates vs Tracecat's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Resource Guru focuses on capacity planning, integrations and resource scheduling.
Resource Guru has shipped fewer meaningful updates than Tracecat in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Resource Guru trajectory → · Compare Tracecat vs Resource Guru →
12. Celoxis · velocity 5.0
Celoxis publishes PMO thought-leadership at pace; the product ships out of view.
Over the last 30 days Celoxis shipped 0 meaningful updates vs Tracecat's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Tracecat leans on security automation, ai agents and mcp, Celoxis focuses on content marketing, seo and project portfolio management.
Celoxis has shipped fewer meaningful updates than Tracecat in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Frequently asked questions
What are the best alternatives to Tracecat?
The top Tracecat alternatives we currently track in project management tools are Atlassian, Hive, Process Street, NocoBase, Aha!, ranked by recent ship velocity.
How is this list of Tracecat alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Tracecat directly with one of these alternatives?
Yes — every card has a "Compare with Tracecat" link to a side-by-side /compare page.