Persistent graph-native memory for coding agents — works with any MCP agent. SQLite + FTS5, model-agnostic.
GrayCodeAI/yaad is an MCP server distributed on github, maintained by GrayCodeAI, tracked here since July 2026. It has shipped 6 releases and exposes 23 tools. Tools include yaad_compact, yaad_context, yaad_decay, yaad_embed, yaad_export, yaad_feedback, and 17 more. Its composite risk grade is A — an inferred review prompt computed from observed signals, not a verdict.
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yaad_compactMerge low-confidence memories into summaries -
yaad_contextGet hot-tier context for session injection -
yaad_decayManually trigger confidence decay -
yaad_embedGenerate vector embedding for a node -
yaad_exportExport graph as JSON/Markdown/Obsidian -
yaad_feedbackApprove / edit / discard a memory -
yaad_forgetArchive a memory (sets confidence to 0) -
yaad_gcGarbage collect archived memories -
yaad_hybrid_recall4-path search: BM25 + vector + graph + temporal -
yaad_impactWhat memories are affected by a file change? -
yaad_importImport graph from JSON -
yaad_linkCreate typed edge between memories -
yaad_mental_modelAuto-generated project summary -
yaad_pinPin/unpin a memory (pinned = always in context) -
yaad_proactivePredict what context the agent needs next -
yaad_recallGraph-aware search with intent classification -
yaad_rememberStore a memory (convention, decision, bug, spec, task, skill, preference) -
yaad_session_recapSummary of the previous session -
yaad_skill_getRetrieve and replay a skill -
yaad_skill_storeSave a reusable step sequence
06-11 00:00 07-25 00:00 now
| version | date | src |
|---|---|---|
| v0.2.0 | 2026-07-13 | github |
| v0.1.4 | 2026-07-11 | github |
| v0.1.3 | 2026-07-04 | github |
| v0.1.2 | 2026-07-04 | github |
| v0.1.1 | 2026-06-25 | github |
| v0.1.0 | 2026-06-03 | github |