1.0.16.0

Release Date: 2026-04-11

Highlights

1. Builtin MCP Integration: Built-in MCP (Model Context Protocol) service, AI agents (such as Claude Code, Cursor, etc.) can now directly access IDMP data and functions through the standard MCP protocol, covering add, delete, modify, and query operations for elements/attributes, as well as panel creation.
2. AI Recommendation & Insight Optimization: AI-recommended questions now use element statistical queries; Panel insight conversation history has been enhanced; Requests are automatically aborted when the AI service is unavailable; AI service health check logic has been fully optimized; AI knowledge management has been improved to support uploading more types of knowledge documents for elements and templates. A centralized document display and unified management feature has been added to the admin console, enabling AI to better understand business scenarios.
3. Process Analysis Capability Improvement: Analysis chart now supports scatter charts and more visualization types. A correlation analysis function has been added, allowing one-click generation of multi-attribute correlation analysis panels. Scatter charts support numerical range selection with a box tool to directly generate a new window for further analysis.
4. Panel Interface Optimization: More visualization panels support value mapping with expanded custom color schemes; management configuration items have been added to dashboards; the search function has been optimized.
5. Element Management Enhancement: A new Decimal data type is supported for element attributes. Intermediate nodes in the element directory support cross-level moving and copying operations.
6. System Management Upgrade: Added ADFS single sign-on (SSO) and federated identity authentication; added notification channels including WeChat/WeChat Work and Microsoft Teams.
7. Other System Improvements and Bug Fixes.

Features

1. feat: add full-functional IDMP MCP remote server
2. feat: Analysis panel supports generating event trend charts via scatter plot area selection.
3. feat: Dashboard template supports adding panel templates from child element templates.
4. feat: Notifications support WeChat Work, DingTalk, Slack, and Teams.
5. feat: Sample data supports CSV import.
6. feat: Panel and dashboard support annotations.
7. feat: Add documentation menu to the libraries page.
8. feat: Single sign-on supports ADFS.
9. feat: Attribute type supports decimal.
10. feat: Analysis panel supports correlation function analysis.
11. feat: Multi-lane trend chart supports cursor penetration.
12. feat: Add data cursor functionality on the horizontal axis for the analysis panel.

Improvements

1. enh: Copying an element will also copy the document files it contains.
2. enh: System update popup message.
3. enh: Search filter conditions support AND/OR relationships.
4. enh: After converting an analysis to an analysis template, the original analysis is deleted.
5. enh: User details page displays current user's token, token expiration time, and MCP configuration.
6. enh: The user experience of panel interpretation needs improvement.
7. enh: Scatter plot supports automatic optimization of X and Y axis ranges.
8. enh: Event template naming pattern supports referencing attributes.
9. enh: suggested question use element's statistics value
10. enh: Vectorization completed with one click.
11. enh: Add search functionality to analysis in the admin backend.
12. enh: vector.db version detection would optimize override strategy
13. enh: Logic for creating element tree during CSV data import.
14. enh: Bar gauge for the same element supports multiple metrics.
15. enh: replace model/URL selects with autocomplete inputs in connection editing, supporting bidirectional model-URL auto-fill
16. enh: No authentication required when opening associated taos explorer after user login.
17. enh: Moving and copying elements changed to asynchronous operations.
18. enh: Add graphic configuration to the analysis panel.
19. docs: Add IDMP AI Server local development dependency documentation

Bug Fixes

1. fix: suppress error logs in AiDocumentService when AI server is unavailable
2. fix: ai chat on Windows does not respond to any questions
3. fix: The default "from" name for email sending is incorrect.
4. fix: Failed to import after element template inheritance.
5. fix: Prediction algorithm list in panel is empty.
6. fix: Ad-hoc events from analysis panel lack time alignment and normalization.
7. fix: Analysis panel has display issues when browser height is insufficient.
8. fix: Panels used by dashboards are not deleted when converted to panel templates.
9. fix: ai chat input with en chars under chinese input method will cause an unexpected send directly
10. fix: Sample task does not generate data after container restart.
11. fix: Pausing analysis does not pause the sending of event notifications.
12. fix: Unfriendly error message when dashboard sharing takes too long.
13. fix: Cannot resend registration verification code.
14. fix: After adding the event trend chart, the event is not selected.
15. fix: Custom formula attribute containing replacement parameter TIME cannot be added to the panel.
16. fix: AI connection test reports an error.
17. fix：Unable to add a new user under special situation.
18. fix: Analysis panel event attribute list operations are invalid.
19. fix: Fixed AI service unavailable when local AI connection Auth Type is set to None
20. fix: Fixed AI service startup failure on Windows caused by remaining Chinese print statements
21. fix: Excel Add-in has issues updating data.
22. fix: OPC UA import generates multiple attributes with the same data reference.
23. fix: The configuration panel still has some Chinese in the English environment.
24. fix: Adding metrics of type nchar and dimension aggregation in a panel causes an error.
25. fix: The configuration panel cannot be clicked to delete within the dashboard.
26. fix: Prediction cannot be used in panels created from a template.
27. fix: Selecting a sliding window in the analysis panel throws an error.
28. fix: The editing wait time for the canvas panel is too long.
29. fix: Analysis alarm is added by default when creating a computation analysis via MCP.
30. fix: The panel's tooltip disappears when refreshing.
31. fix: Panels and dashboard templates cannot add annotations.
32. fix: The attribute list causes page lag when it exceeds 1000.
33. fix: Modifying attributes of non-template elements causes continuous creation of virtual tables.
34. fix: In the analysis panel, the color of the third prediction data line is the same as the original data line.
35. fix: AI responses show many JSON snippets.
36. fix: Resolve the startup failure caused by the missing glibc dependency in the IDMP MCP tool.
37. fix: After a panel is added to a dashboard, it cannot be converted to a panel template.
38. fix: Model export encounters a null pointer exception.
39. fix: The menu of the canvas panel becomes invisible after uploading a background image.
40. fix: Resolve the issue where IDMP AI Connection could not generate panels or insights for specific elements.
41. fix: After analysis creation, output attributes do not reference the output table.