MCP server

WorkingMemory Official

ai.workingmemory/memory

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Persistent personal memory for AI assistants — save, search, and recall across every MCP client.

Website

At a glance

Type

MCP server

Publisher

workingmemory.ai (verified by the MCP Registry)

Status

Working at last check

Tools

4

Token cost

About 1,168 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http memory https://app.workingmemory.ai/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.memory]
url = "https://app.workingmemory.ai/mcp"

Gemini CLI

{"mcpServers":{"memory":{"httpUrl":"https://app.workingmemory.ai/mcp"}}}

Cursor

{"mcpServers":{"memory":{"url":"https://app.workingmemory.ai/mcp"}}}

VS Code

{"servers":{"memory":{"type":"http","url":"https://app.workingmemory.ai/mcp"}}}

Antigravity

agy mcp add memory https://app.workingmemory.ai/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"memory","server_url":"https://app.workingmemory.ai/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"memory","server_url":"https://app.workingmemory.ai/mcp"}

Tools

• capture_memory ~303 tokens
  Capture durable facts from a task you just completed (drafting an email, summarizing a document, making a decision), as a byproduct — the user does nothing. Pass the task output/content; durable facts are extracted and stored automatically. Always include your conversation id in client.conversation_
• manage_memory ~125 tokens
  Manage an existing memory item. Currently supports deleting a memory by id (soft delete — recoverable for 30 days). Use search_memory to find the id first.
• save_memory ~306 tokens
  Save a thought, insight, fact, or todo to the user's Working Memory. The text is parsed and stored as one or more structured memory items, searchable a moment later via search_memory. Also use this when the user pastes memories or notes brought from another assistant — pass the full pasted text; it
• search_memory ~434 tokens
  Search the user's Working Memory for relevant past notes and facts. Use this when the user references something they may have stored earlier, or to find related context before answering. Always include your conversation id in client.conversation_id.

Browse

• Email

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