About AliceLJY/recallnest
AliceLJY/recallnest is an MCP server in the RAG category: first with LanceDB + SQLite, zero external dependencies.
Install
git clone https://github.com/AliceLJY/recallnestThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (43)
audit_conflictsSummarize stale/escalated conflict priorities
Parameters not published.
auto_captureHeuristically extract and store memory signals from text (zero LLM calls)
Parameters not published.
batch_storeStore up to 20 memories in a single call with dedup
Parameters not published.
brief_memoryCreate a structured brief and re-index it
Parameters not published.
checkpoint_sessionStore the current active work state outside durable memory; accepts `idempotencyKey` for retry-safe writes
Parameters not published.
clean_dirty_briefsArchive dirty brief assets and remove their indexed rows
Parameters not published.
consolidate_memoriesCluster near-duplicate memories and merge them (dry-run by default)
Parameters not published.
data_checkupRun data quality health checks on the memory store
Parameters not published.
distill_memoryDistill results into a compact briefing
Parameters not published.
distill_sessionDistill a conversation into structured knowledge via 3-layer pipeline
Parameters not published.
Show all 43 tools
dreamRun offline memory consolidation (clustering, merging, pruning)
Parameters not published.
escalate_conflictsPreview or apply conflict escalation metadata
Parameters not published.
explain_memoryExplain why memories matched
Parameters not published.
export_graphExport memories as an interactive HTML knowledge graph
Parameters not published.
export_memoryExport a distilled memory briefing to disk
Parameters not published.
forget_memoryCascade-delete a memory with KG cleanup, pin archival, and audit trail
Parameters not published.
import_conversationsImport conversations from Claude Code, ChatGPT, Slack, and more
Parameters not published.
latest_checkpointInspect the latest saved checkpoint by session or scope
Parameters not published.
list_assetsList all structured assets
Parameters not published.
list_conflictsList or inspect promotion conflict candidates
Parameters not published.
list_dirty_briefsPreview outdated brief assets created before the cleanup rules
Parameters not published.
list_pinsList pinned memories
Parameters not published.
manage_aliasAdd, remove, list, or explain user query aliases for BM25 retrieval
Parameters not published.
memory_drill_downInspect a specific memory entry with full metadata and provenance
Parameters not published.
memory_lintRun memory quality checks: contradictions, duplicates, stale entries, orphans
Parameters not published.
memory_statsShow index statistics
Parameters not published.
pin_memoryPromote a scoped memory into a pinned asset
Parameters not published.
promote_memoryExplicitly promote evidence into durable memory
Parameters not published.
promote_scanScan recent evidence and auto-promote qualifying memories into durable storage
Parameters not published.
promote_synthesisScan dream-synthesized conclusions and promote the ones their own evidence set supports
Parameters not published.
resolve_conflictResolve a stored conflict candidate (keep / accept / merge)
Parameters not published.
resume_contextCompose startup context for a fresh window
Parameters not published.
retrieve_skillRetrieve matching executable skills by semantic similarity
Parameters not published.
scan_skill_promotionsScan cases/patterns for promotion candidates to skills
Parameters not published.
search_memoryProactive recall at task start
Parameters not published.
set_reminderSet a prospective memory reminder to surface in a future session
Parameters not published.
store_caseStore a reusable problem-solution pair as durable `cases` memory
Parameters not published.
store_memoryStore a durable memory for future windows
Parameters not published.
store_skillStore an executable skill with trigger conditions and verification
Parameters not published.
store_workflow_patternStore a reusable workflow as durable `patterns` memory
Parameters not published.
workflow_evidenceBuild an evidence pack for a workflow primitive
Parameters not published.
workflow_healthInspect workflow observation health or show a degraded-workflow dashboard
Parameters not published.
workflow_observeStore an append-only workflow observation outside regular memory; accepts `idempotencyKey` for retry-safe writes
Parameters not published.
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