doobidoo/mcp-memory-service v10.44.0

v10.44.0 — Mistake Notes: Structured Error Replay

on GitHub

Special Thanks

Thanks to @filhocf for contributing Mistake Notes (PR #786) — a thoughtful feature inspired by the Mistake Notebook Learning paper.

What's New

Mistake Notes — Structured Error Replay (PR #786, @filhocf)

Two new MCP tools that let agents record mistake patterns and retrieve them before similar tasks:

• mistake_note_add — Store a mistake pattern with description, context, and resolution. Auto-deduplicates: if a similar pattern already exists (similarity >= MCP_MISTAKE_NOTE_DEDUP_THRESHOLD, default 0.85), increments failure_count in metadata instead of creating a duplicate.
• mistake_note_search — Retrieve mistake notes by semantic similarity, filtered to memory_type='mistake'.

Design decisions:

• Backend-agnostic: reuses the existing memory store with memory_type='mistake' and tags mistake-note,error-replay. No new tables, no schema migrations — works on all backends (SQLite-vec, Cloudflare, Hybrid, Milvus).
• models/ontology.py updated: mistake registered as subtype of error.
• New env var: MCP_MISTAKE_NOTE_DEDUP_THRESHOLD (float, default 0.85).
• 5 new tests in tests/services/test_mistake_notes.py.

CI Hygiene (PR #789)

glama.ai added to markdown link-check ignore list — eliminates intermittent CI failures caused by glama.ai's unreliable uptime.

Full Changelog

See CHANGELOG.md for the complete entry.

Upgrade

pip install --upgrade mcp-memory-service

PyPI publish is automated via the "Publish and Test (Tags)" GitHub Actions workflow.