MCPVault

ori_explore

MCP tool from Ori Mnemos by aayoawoyemi

Recursive graph traversal — PPR, sub-question decomposition, convergence detection

How to use it

ori_explore is exposed by the Ori Mnemos MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the ori_explore tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install Ori Mnemos

$npm install -g ori-memory
FULL ORI MNEMOS LISTING

Other tools in Ori Mnemos (15)

ori_add

Capture to inbox

ori_health

Full diagnostics

ori_index_build

Build/update embedding index and bootstrap co-occurrence edges

ori_orient

Session briefing: daily status, goals, reminders, vault health, index freshness

ori_promote

Promote with classification, linking, and area assignment

ori_prune

Activation topology analysis and archive candidates

ori_query

Graph queries: orphans, dangling, backlinks, cross-project

ori_query_fading

Vitality-based decay detection

ori_query_important

PageRank authority ranking

ori_query_ranked

Full retrieval with Q-value reranking, co-occurrence PPR, and stage meta-learning

ori_query_similar

Semantic search (vector only, faster)

ori_status

Vault overview

ori_update

Write to identity, goals, methodology, daily, or reminders

ori_validate

Schema validation

ori_warmth

Inspect the associative warmth field