MCPVault

memory_search

MCP tool from Smg Claude Memory MCP by serkansmg

Semantic search with relevance scoring + token budgeting

How to use it

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

FULL SMG CLAUDE MEMORY MCP LISTING

Other tools in Smg Claude Memory MCP (22)

memory_attach_project

Attach existing project directory

memory_delete

Soft or hard delete with provenance

memory_export

Export to .md files for non-MCP users

memory_get_rules

Get all rules (cached, direct SQL)

memory_import

Import from .md files

memory_init_project

Create new project namespace

memory_list

Filtered listing with pagination

memory_list_projects

List all projects

memory_make_portable

Move DB to project dir for git sharing

memory_model_info

Current embedding model + available presets

memory_project_info

Get project details

memory_provenance

Full audit trail for a memory

memory_recall

Get memory by ID or exact title

memory_reembed

Re-embed all memories with current model

memory_session_end

End session, store summary

memory_session_start

Start session, load full context

memory_set_model

Switch between english and multilingual models

memory_store

Store memory with auto-embedding, summary, entities, TTL

memory_sync

Register portable DB after git pull

memory_update

Partial update (re-embeds if content changes)

memory_use

Set active project (no more repeating slug)

memory_version

Server version + configuration