MCPVault

search_memory

MCP tool from Openexp by anthroos

Hybrid search: semantic similarity + BM25 + recency

How to use it

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

FULL OPENEXP LISTING

Other tools in Openexp (16)

actual_signal

yes

add_memory

Store a memory. Supports clientid for entity tagging

applied_action

yes

case_id

yes

cited_step

yes

days_to_resolve

yes

expected_signal

yes

expected_window_days

yes

log_outcome

Resolve a prediction with the observed signal — interpretation-free record.

log_prediction

Log a pack-grounded prediction. Required when an installed experience pack cites a specific relativeday as the basis for an action recommendation.

memory_stats

Collection stats: point counts by source/type, session count

notes

optional

pack_author

yes

pack_id

yes

prediction_id

yes

prevented_action

optional