sktime/sktime-mcp

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An MCP (Model Context Protocol) layer that exposes sktime’s native registry and semantics to an LLM

Stars: 31
Forks: 111
Open beginner issues: 7
Indexed issues: 27

Dominant language: Python
License: BSD-3-Clause
Last GitHub push: Sep 6, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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27 open issues indexed

[BUG] query_registry advertises two tag names that do not work Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 76/100

sktime/sktime-mcp#561 · Opened Sep 20, 2026
CI-CD checks failing Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

sktime/sktime-mcp#558 · Opened Sep 8, 2026
[Roadmap] Improvements needed on main after the 2026-09-06 live sweep and backlog triage Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

sktime/sktime-mcp#557 · 3 comments · Opened Sep 6, 2026
[Roadmap] Improvements needed on main after the 2026-09-06 live sweep and backlog triage Open

Difficulty 5/5 Over a week Newbie friendliness 18/100

sktime/sktime-mcp#556 · Opened Sep 6, 2026
[BUG] `HandleManager` has no locking — `KeyError`/`RuntimeError` under concurrent tool calls Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

sktime/sktime-mcp#554 · 2 comments · Opened Sep 1, 2026
[Security] Trust boundary: instantiate eval, non-estimator handles, call_method dunders, run_command host + unbounded output Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

sktime/sktime-mcp#540 · 1 comment · Opened Aug 8, 2026
Roadmap: sktime-mcp development goal Open

sktime/sktime-mcp#516 · 1 comment · 1 assignee · Opened Jul 30, 2026
[BUG]The Aligner Limitation (Nested Panel Data) Open

bug

sktime/sktime-mcp#491 · 1 comment · 1 assignee · Opened Jun 29, 2026
Phase 2: Instantiation & Composition Tools Open

sktime/sktime-mcp#471 · 1 comment · 1 assignee · Opened Jun 3, 2026
[Umbrella Issue] Complete MCP Tools Refactoring & Standardization Open

enhancement

sktime/sktime-mcp#460 · 1 comment · 1 assignee · Opened May 26, 2026
[ENH] expose explicit data shape metadata for agent reasoning Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

sktime/sktime-mcp#416 · 6 comments · Opened Apr 30, 2026
Add JSON Schema constraints for task and cv_folds in MCP server Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

sktime/sktime-mcp#407 · 3 comments · Opened Apr 30, 2026
[BUG] Classification workflows are discoverable but not executable end-to-end via MCP Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

sktime/sktime-mcp#405 · 2 comments · Opened Apr 30, 2026
[ENH] Add structured config schemas for load_data_source by source type Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

sktime/sktime-mcp#350 · 1 comment · Opened Apr 28, 2026
[BUG] `format_data_handle` silently reindexes data to daily frequency for unrecognized time intervals Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

sktime/sktime-mcp#313 · 1 comment · Opened Apr 26, 2026
MCP protocol layer has no test coverage — stdout corruption, silent tool loss, and serialization failures go undetected Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

sktime/sktime-mcp#310 · 2 comments · Opened Apr 26, 2026
[BUG] `pip install -e ".[all]"` fails on Windows + Python 3.14 due to scipy build error Open

Difficulty 1/5 Under an hour Newbie friendliness 76/100

sktime/sktime-mcp#293 · 5 comments · Opened Apr 24, 2026
[ENH] Register MCP Resources and Prompts: sktime-mcp only uses one third of the MCP capability surface Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

sktime/sktime-mcp#257 · 1 comment · Opened Apr 20, 2026
[BUG] cleanup_old_jobs_tool accepts zero/negative max_age_hours silently deletes all jobs Open

bug

sktime/sktime-mcp#249 · 4 comments · 1 assignee · Opened Apr 19, 2026
[BUG] list_datasets includes loaders with required arguments, causing runtime failures Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

sktime/sktime-mcp#226 · 2 comments · Opened Apr 17, 2026
[BUG] PandasAdapter auto time-column detection never runs _detect_time_column is unreachable dead code Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

sktime/sktime-mcp#220 · 2 comments · Opened Apr 17, 2026
[BUG] sanitize_for_json crashes on circular references (RecursionError) Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

sktime/sktime-mcp#189 · 3 comments · Opened Apr 13, 2026
[ENH]: Add `compare_estimators` tool for agentic model selection Open

Difficulty 5/5 Over a week Newbie friendliness 45/100

sktime/sktime-mcp#178 · 1 comment · Opened Apr 13, 2026
[ENH] Add dependency availability check to describe_estimator tool Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

sktime/sktime-mcp#117 · 3 comments · Opened Apr 10, 2026
[ENH] Visual Feedback & Plotting API Integration via MCP (ImageContent) Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

sktime/sktime-mcp#99 · 8 comments · Opened Apr 7, 2026
[ENH] Add support for anomaly/outlier detection workflow Open

Difficulty 5/5 Over a week Newbie friendliness 48/100

sktime/sktime-mcp#83 · 2 comments · 1 reaction · Opened Apr 6, 2026
Async tool scheduling uses deprecated/fragile event-loop access (`asyncio.get_event_loop`) in sync entrypoints Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

sktime/sktime-mcp#65 · 4 comments · Opened Apr 4, 2026

sktime/sktime-mcp

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