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[ENH] Deep parameter validation for instantiate_estimator (Follow-up to #3)

Status: Open.

#219 In sktime/sktime-mcp;

· Mohit25f101 opened on Apr 17, 2026

[BUG] Memory leak in load_data_source: original data handle never freed

bugSomething isn't workingSomething isn't working

Status: Open.

#218 In sktime/sktime-mcp;

· Om-Dhondge opened on Apr 16, 2026

[BUG] main() writes startup message to stdout which may corrupt MCP stdio stream

bugSomething isn't workingSomething isn't working

Status: Open.

#214 In sktime/sktime-mcp;

· Om-Dhondge opened on Apr 15, 2026

[BUG] evaluate_estimator_tool ignores cv_folds — wrong initial_window formula returns more folds than requested

bugSomething isn't workingSomething isn't working

Status: Open.

#207 In sktime/sktime-mcp;

· rupeshca007 opened on Apr 15, 2026

[BUG] fit_predict_async silently drops coverage parameter — prediction intervals never returned for async jobs

bugSomething isn't workingSomething isn't working

Status: Open.

#205 In sktime/sktime-mcp;

· rupeshca007 opened on Apr 15, 2026

[BUG] evaluate_estimator_tool uses deprecated import path for ExpandingWindowSplitter

bugSomething isn't workingSomething isn't working

Status: Open.

#203 In sktime/sktime-mcp;

· krishnachaudhary18 opened on Apr 14, 2026

[DOC] Inconsistency between MCP tool interface and documentation for search_estimators

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#202 In sktime/sktime-mcp;

· ParminderSinghGithub opened on Apr 14, 2026

[BUG] validate_pipeline allows forecaster → forecaster chains in pipeline validation

bugSomething isn't workingSomething isn't working

Status: Open.

#201 In sktime/sktime-mcp;

· ParminderSinghGithub opened on Apr 14, 2026

[BUG] sanitize_for_json crashes when returning NumPy or Pandas types

bugSomething isn't workingSomething isn't working

Status: Open.

#197 In sktime/sktime-mcp;

· SakshiKasat18 opened on Apr 14, 2026

[ENH] Add a dataset statistical analysis tool (e.g., analyze_data)

Status: Open.

#195 In sktime/sktime-mcp;

· prashu0705 opened on Apr 14, 2026

[ENH] Add SKTIME_MCP_LOG_LEVEL env var - logging hardcoded to DEBUG causes stderr noise in MCP clients

Status: Open.

#194 In sktime/sktime-mcp;

· being-iota opened on Apr 13, 2026

[BUG] Enhancing Type Validation for the horizon Parameter in predict_tool to Enable LLM Self-Correction

bugSomething isn't workingSomething isn't working

Status: Open.

#192 In sktime/sktime-mcp;

· AnimeshPatra2005 opened on Apr 13, 2026