Memlord MCP Server

<h2 align="center">Self-hosted MCP memory server for personal use and teams</h4>

Remote serverstreamable-httpPython

What is the Memlord MCP Server?

Self-hosted MCP memory server for personal use and teams

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Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
store_memorySave a memory (idempotent by content); raises on near-duplicates; optional expires_at
retrieve_memoryHybrid semantic + full-text search; returns snippets by default
recall_memorySearch by natural-language time expression; returns snippets by default
list_memoriesPaginated list with type/tag filters
search_by_tagAND/OR tag search
get_memoryFetch a single memory by name with full content (expired included)
update_memoryUpdate content, type, tags, metadata, or expiry by name (and optionally rename)
delete_memoryDelete by name
move_memoryMove a memory to a different workspace
list_workspacesList workspaces you are a member of (including personal)
dream_reportRead-only consolidation candidates: similar memory pairs, expired and expiring-soon memories

Configuration

VariableDescriptionRequired
MEMLORD_DB_URLEndpoint or connection string the server talks to.Yes
MEMLORD_BASE_URLEndpoint or connection string the server talks to.Yes
MEMLORD_OAUTH_JWT_SECRETCredential the server authenticates with.Yes

Example prompts to try

  • “Use Memlord to store memory.”
  • “Use Memlord to retrieve memory.”
  • “Use Memlord to recall memory.”

Frequently asked questions

<h2 align="center">Self-hosted MCP memory server for personal use and teams</h4> Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.