Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
A side-by-side editorial comparison of Avaza and Todoist — release velocity, themes, recent moves, and the top alternatives to consider.
Avaza ships an MCP server, opening its professional-services suite to AI clients
Avaza is moving on two fronts: a notable strategic push — an MCP server that exposes projects, time-tracking, and billing data to AI clients — and steady product improvements (custom project statuses, a rebuilt subtask model with assignees and time tracking). Educational content reinforces the professional-services positioning around capacity, risk, and resource planning.
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
The entries SparkPulse tracks for Todoist are help-center index pages rather than dated release notes, so the detail is thin. They show a 2026 built around getting tasks into the app with less typing: Ramble turns spoken thoughts into tasks (January), came to Wear OS in beta (March), and Task Capture scans notes, photos and files for tasks (beta, April). Later months cover urgency triage and capturing tasks wherever they appear, while the experimental track retired Goals and simplified Quick Add.
Avaza is moving on two fronts: a notable strategic push — an MCP server that exposes projects, time-tracking, and billing data to AI clients — and steady product improvements (custom project statuses, a rebuilt subtask model with assignees and time tracking). Educational content reinforces the professional-services positioning around capacity, risk, and resource planning.
Avaza is positioning itself to become the system AI agents read from and write to when a professional-services workflow needs context — quotes, billable hours, project status. The MCP server is the infrastructure for that bet; the subtask rebuild and status customization narrow the gap with heavier-weight project management tools. Cadence is moderate, but the MCP move is unusual for an SMB-focused vendor.
Expect use-case content showing the MCP server driving Claude or ChatGPT workflows around timesheet entry, invoice drafting, and project status updates. Further automation surfaces (webhooks, agentic billing) are likely follow-ons given the MCP foundation.
The entries SparkPulse tracks for Todoist are help-center index pages rather than dated release notes, so the detail is thin. They show a 2026 built around getting tasks into the app with less typing: Ramble turns spoken thoughts into tasks (January), came to Wear OS in beta (March), and Task Capture scans notes, photos and files for tasks (beta, April). Later months cover urgency triage and capturing tasks wherever they appear, while the experimental track retired Goals and simplified Quick Add.
The pattern is AI-assisted capture spreading across inputs and devices: speech first, then images and documents, then other surfaces. The experimental channel is being used to test and prune, as the retired Goals beta shows, so not every beta becomes a permanent feature.
Expect Task Capture and Ramble to leave beta or spread to more platforms; the index pages don't give dates, so timing is unclear.
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 Avaza or Todoist.
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
SmartSuite adds a scheduled JavaScript runtime with secrets and run history.
See all Avaza alternatives → · See all Todoist alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Avaza is currently shipping more aggressively (velocity 6.3 vs 0.0), 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Avaza is currently shipping more aggressively (velocity 6.3 vs 0.0), 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.
Top Avaza alternatives in PM are ranked by recent ship velocity. Browse the "Avaza alternatives" section above for the current picks, or visit /alternatives/avaza for the full list with editorial commentary on each.
Top Todoist alternatives in PM are ranked by recent ship velocity. Browse the "Todoist alternatives" section above for the current picks, or visit /alternatives/todoist for the full list with editorial commentary on each.