MCPVault

context_assemble

MCP tool from Memem by TT-Wang

CLI: python3 -m memem.server --assemble-context <query>

How to use it

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

Install Memem

$pip install -e ".[dev]"
FULL MEMEM LISTING

Other tools in Memem (13)

active_memory_slice

query, taskmode?=None, scopeid?="", pathscontext?=None

memory_get

ids, scopeid?="default"

memory_graph

CLI: python3 -m memem.server graph neighbors <memoryid>

memory_graph_audit

CLI: python3 -m memem.server graph audit

memory_graph_rebuild

CLI: python3 -m memem.server graph rebuild [scope]

memory_import

Python: memem.operations.memoryimport()

memory_list

CLI: python3 -m memem.server --compact-index

memory_recall

Use memorysearch then memoryget

memory_remind

Python: memem.crossvault.searchacrossvaults()

memory_save

content, title?, scopeid?, tags?, layer?(deprecated), paths?

memory_search

query, limit?=10, scopeid?="default"

memory_timeline

memoryid, depthbefore?=5, depthafter?=5, scopeid?="default"

transcript_search

query, limit?=5