Users were seeing 30 tools in /mcp which was overwhelming. Now only 8
essential tools are listed:
1. search - unified hybrid search
2. memory - get/delete/state operations
3. codebase - patterns and decisions
4. intention - prospective memory
5. ingest - add memories
6. smart_ingest - intelligent ingestion
7. promote_memory - thumbs up
8. demote_memory - thumbs down
Deprecated tools (recall, semantic_search, etc.) still work internally
for backward compatibility but are no longer listed.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Replace BGE-base-en-v1.5 with nomic-embed-text-v1.5
- 8192 token context window (vs 512 for BGE)
- Matryoshka representation learning support
- Fully open source with training data released
- Same 768 dimensions, no schema changes required
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
FSRS-6 spaced repetition, spreading activation, synaptic tagging,
hippocampal indexing, and 130 years of memory research.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>