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local install
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 toolsRead 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 Create a note in inbox
ori_explore
from source
Deep memory exploration via PPR graph traversal. Propagates through wiki-links 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 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: 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, Open a NAVIGATED exploration session (pass 0 only). Returns the decomposition tree,
ori_health
from source
Full diagnostic Full diagnostic
ori_index_build
from source
Build or update the embedding index. Only re-embeds changed notes unless force=true. 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. 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. Promote an inbox note to notes/ with classification, linking, and area assignment.
ori_prune
from source
Analyze activation topology and identify archive candidates. Analyze activation topology and identify archive candidates.
ori_query
from source
Query the vault (orphans, dangling, backlinks, cross-project) 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. 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. 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. 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. Composite vector search only (semantic + metadata, no keyword/graph). Faster but single-signal. Excludes archived notes by default.
ori_status
from source
Vault overview Vault overview
ori_update
from source
Update agent files: identity, goals, methodology (self/), or daily, reminders (ops/). Update agent files: identity, goals, methodology (self/), or daily, reminders (ops/).
ori_validate
from source
Validate a note against schema Validate a note against schema
ori_warmth
from source