mcpserver.lol
registry/ori-memory
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ori-memory

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

Tools 19
GitHub stars 323
Installs / wk 150
Licence Apache-2.0
Transport stdio
Last checked never

Tools & capabilities

19 tools

Read from the published package source — this server runs locally, so there is no endpoint to query. Names are taken from the code, not observed at runtime, and descriptions are often absent.

ori_add from source
Create a note in inbox
ori_explore from source
Deep memory exploration via PPR graph traversal. Propagates through wiki-links
ori_explore_conclude from source
Close a navigated exploration. Tell Ori whether the question was answered and which
ori_explore_expand from source
Steer an open exploration session one step. Direction is exactly one of:
ori_explore_start from source
Open a NAVIGATED exploration session (pass 0 only). Returns the decomposition tree,
ori_health from source
Full diagnostic
ori_index_build from source
Build or update the embedding index. Only re-embeds changed notes unless force=true.
ori_orient from source
Session briefing. Returns daily status, reminders, vault health, and active goals.
ori_promote from source
Promote an inbox note to notes/ with classification, linking, and area assignment.
ori_prune from source
Analyze activation topology and identify archive candidates.
ori_query from source
Query the vault (orphans, dangling, backlinks, cross-project)
ori_query_fading from source
Notes losing vitality — candidates for archival or reconnection. Use ori_prune for full topology analysis.
ori_query_important from source
Notes ranked by PageRank importance — structural authority in the knowledge graph.
ori_query_ranked from source
Full ranked retrieval with Q-value reranking, co-occurrence PPR, and stage meta-learning.
ori_query_similar from source
Composite vector search only (semantic + metadata, no keyword/graph). Faster but single-signal. Excludes archived notes by default.
ori_status from source
Vault overview
ori_update from source
Update agent files: identity, goals, methodology (self/), or daily, reminders (ops/).
ori_validate from source
Validate a note against schema
ori_warmth from source
Associative warmth field for the current context. Returns low-token note titles, scores, and sources showing what memory is resonating before and alongside retrieval.