Issues

• fix ci test failures on sktime 1.2.0

  sktime/sktime-mcp#583 · Filter by author samudraneel05 opened on Sep 28, 2026

• [Roadmap] Improvements needed on main after the 2026-09-06 live sweep and backlog triage

  sktime/sktime-mcp#556 · Filter by author Shashankss1205 opened on Sep 6, 2026

• [BUG] HandleManager has no locking — KeyError/RuntimeError under concurrent tool calls

  sktime/sktime-mcp#554 · Filter by author OfficialAbhinavSingh opened on Sep 1, 2026
  2

• [Security] Trust boundary: instantiate eval, non-estimator handles, call_method dunders, run_command host + unbounded output

  sktime/sktime-mcp#540 · Filter by author Shashankss1205 opened on Aug 8, 2026
  1

• Roadmap: sktime-mcp development goal

  sktime/sktime-mcp#516 · Filter by author Shashankss1205 opened on Jul 30, 2026
  1

  

• [BUG]The Aligner Limitation (Nested Panel Data)

  bug
  sktime/sktime-mcp#491 · Filter by author Shashankss1205 opened on Jun 29, 2026
  1

  

• Phase 2: Instantiation & Composition Tools

  sktime/sktime-mcp#471 · Filter by author Shashankss1205 opened on Jun 3, 2026
  1

  

• [Umbrella Issue] Complete MCP Tools Refactoring & Standardization

  enhancement
  sktime/sktime-mcp#460 · Filter by author Shashankss1205 opened on May 26, 2026
  1

  

• [ENH] expose explicit data shape metadata for agent reasoning

  sktime/sktime-mcp#416 · Filter by author biru-codeastromer opened on Apr 30, 2026
  7

• Add JSON Schema constraints for task and cv_folds in MCP server

  sktime/sktime-mcp#407 · Filter by author Abiram08 opened on Apr 30, 2026
  3

• [BUG] Classification workflows are discoverable but not executable end-to-end via MCP

  sktime/sktime-mcp#405 · Filter by author Daksh777 opened on Apr 30, 2026
  2

• [ENH] Add structured config schemas for load_data_source by source type

  sktime/sktime-mcp#350 · Filter by author mak4x13 opened on Apr 28, 2026
  1

• [BUG] format_data_handle silently reindexes data to daily frequency for unrecognized time intervals

  bug
  sktime/sktime-mcp#313 · Filter by author Om-Dhondge opened on Apr 26, 2026
  1

• MCP protocol layer has no test coverage — stdout corruption, silent tool loss, and serialization failures go undetected

  sktime/sktime-mcp#310 · Filter by author nXtCyberNet opened on Apr 26, 2026
  2

• [BUG] pip install -e ".[all]" fails on Windows + Python 3.14 due to scipy build error

  sktime/sktime-mcp#293 · Filter by author keerthana-ar opened on Apr 24, 2026
  5

• [ENH] Register MCP Resources and Prompts: sktime-mcp only uses one third of the MCP capability surface

  sktime/sktime-mcp#257 · Filter by author Om-Dhondge opened on Apr 20, 2026
  1

• [BUG] cleanup_old_jobs_tool accepts zero/negative max_age_hours silently deletes all jobs

  bug
  sktime/sktime-mcp#249 · Filter by author krishnachaudhary18 opened on Apr 19, 2026
  4

  

• [BUG] list_datasets includes loaders with required arguments, causing runtime failures

  bug
  sktime/sktime-mcp#226 · Filter by author Om-Dhondge opened on Apr 17, 2026
  2

• [BUG] PandasAdapter auto time-column detection never runs _detect_time_column is unreachable dead code

  bug
  sktime/sktime-mcp#220 · Filter by author harsh2025-sketch opened on Apr 17, 2026
  2

• [BUG] sanitize_for_json crashes on circular references (RecursionError)

  sktime/sktime-mcp#189 · Filter by author SarthakB11 opened on Apr 13, 2026
  3

• [ENH]: Add compare_estimators tool for agentic model selection

  sktime/sktime-mcp#178 · Filter by author direkkakkar319-ops opened on Apr 13, 2026
  1

• [ENH] Add dependency availability check to describe_estimator tool

  sktime/sktime-mcp#117 · Filter by author NestroyMusoke opened on Apr 10, 2026
  4

• [ENH] Visual Feedback & Plotting API Integration via MCP (ImageContent)

  sktime/sktime-mcp#99 · Filter by author namanguptagit opened on Apr 7, 2026
  8

• [ENH] Add support for anomaly/outlier detection workflow

  sktime/sktime-mcp#83 · Filter by author tarun-227 opened on Apr 6, 2026
  2

• Async tool scheduling uses deprecated/fragile event-loop access (asyncio.get_event_loop) in sync entrypoints

  sktime/sktime-mcp#65 · Filter by author abhayguptas opened on Apr 4, 2026
  4