How to connect Mem0 to Muse

Connect Muse to Mem0 MCP. Store meeting notes from today's call, export all project memories as csv, and more using natural language, with authentication handled for you.

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Mem0 is an AI-powered note-taking and knowledge management platform. It helps you organize, search, and generate content from your personal knowledge base.

47 Tools

Introduction

Muse is Meta's AI assistant. It can connect to outside tools through custom connectors, which use the Model Context Protocol (MCP).

This guide explains how to connect Mem0 to Muse using Composio Connect, which handles OAuth, token refresh, and reliability so you do not have to. You add Composio as a custom connector once, then ask Muse to work with Mem0 in plain language.

For exact tool slugs and parameter tables, see the tool catalog in the Composio docs.

Also integrate Mem0 with

Why use Composio?

  • Cross-app workflows across 1,700+ apps from a single plugin layer.
  • On-demand tool loading so Muse only loads the tools needed for the current task.
  • Programmatic tool calling through a remote workbench for complex, multi-step workflows.
  • Multi-account support so users can connect and switch between multiple accounts for the same app.
  • Shared account access so teams or agents can work through common business accounts and service connections.
  • Managed authentication with OAuth handling, credential storage, and token refresh managed by Composio.
  • Safer credential handling so app credentials stay outside the model context and tool responses.
  • User-level account isolation so actions run against the correct connected account instead of mixing user access.

Connecting Mem0 to Muse

You add Composio to Muse once as a custom connector, then connect Mem0 from the chat.

1. Ask Muse to connect to Composio

Start a new Muse chat and send this message. Muse builds the connector and shows a button to add your API key.

bash
Create a Custom Connector for the Composio remote MCP server and connect to it:
- Name: Composio
- Transport: remote streamable HTTP
- URL: https://connect.composio.dev/mcp
- Auth: API key sent in the x-consumer-api-key header
Open the secure credentials store so I can enter the API key there, not in this chat. Then list its tools to confirm the connection works.

2. Copy your API key

Open the Muse page in your Composio dashboard and copy your API key. It starts with ck_.

Don't paste it into the chat. It goes in Muse's secure credentials store in the next step.

3. Add your API key in the secure credentials store

Tap the button Muse shows to open Add custom connector, paste your API key, then tap Add. Muse lists the Composio tools once it connects.

Muse secure credentials store with the connect.composio.dev URL, an API Key field, and the Add button

4. Connect your Mem0 account

Back in the chat, ask Muse to connect to Mem0 or give it any Mem0 task.

For example, ask it to:

  • "Store meeting notes from today's call"
  • "Export all project memories as CSV"
  • "Add new user to our team space"

It will prompt you to authenticate and authorize access.

That's it. Composio's tools are now available in Muse, and your Mem0 account is ready to use.

What is the Mem0 MCP server, and what's possible with it?

The Mem0 MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Mem0 account. It provides structured and secure access to your memories, projects, and organizations, so your agent can store, retrieve, search, delete, and organize memories on your behalf.

  • Memory creation: Have your agent save new memories from conversations and associate them with the right user, agent, application, or run.
  • Semantic memory search: Let the agent find relevant memories using natural language questions, optional queries, and structured filters.
  • Memory retrieval and cleanup: Direct your agent to retrieve a specific memory, list memories for an entity, or delete memories that match your criteria.
  • Organization and project management: Instruct your agent to create organizations and projects, then add registered members with the appropriate roles.
  • Operation status tracking: Have your agent check the progress and results of asynchronous Mem0 operations.

Way Forward

Now that Mem0 is connected, extend your setup by connecting the other apps you already use every day, so Muse can run true cross-app workflows end to end.

  • Connect Calendar to turn threads into scheduled meetings automatically.
  • Connect Slack or Teams to post summaries, approvals, and alerts where your team works.
  • Connect Notion, Linear, Jira, or Asana to convert requests into tickets, tasks, and docs.
  • Connect Drive, Dropbox, or OneDrive to fetch, file, and share attachments without manual steps.

Start with one workflow you do repeatedly, then keep adding apps as you find new handoffs. With everything behind a single connection, Muse can coordinate multiple tools safely and reliably in one conversation.

Troubleshooting

1. Why doesn't Muse show a button to add my API key?

Muse shows the button only when you ask it to open the secure credentials store.

  • Start a new chat.
  • Send the message from step 1 exactly as written.
  • If Muse asks for the key in the chat, do not paste it. Ask Muse to open the secure credentials store.

2. Why does the Composio connection fail after I add my API key?

The key or the connector settings are not correct.

  • Copy the full key from the Composio dashboard. It starts with ck_.
  • Make sure the URL is https://connect.composio.dev/mcp and the header is x-consumer-api-key.
  • Remove the Composio connector in Muse settings, then do steps 1 to 3 again.

3. Why doesn't Muse use the Composio tools for Mem0?

Muse may not pick the Composio connector for the request.

  • Ask Muse to list its Composio tools.
  • Name Composio and Mem0 in your request, for example: Use Composio to connect to Mem0.
  • If it still does not work, start a new chat and try again.

4. Why does Muse ask me to connect Mem0 again?

Your Mem0 connection expired or was removed.

  • Open the link Muse gives you and sign in to Mem0 again.
  • Check that the Mem0 connection shows as ACTIVE in the Composio dashboard.

5. What do I do if I pasted my API key into the chat?

Treat the key as exposed.

  • Create a new API key in the Composio dashboard and delete the old one.
  • Add the new key in Muse's secure credentials store, not in the chat.
TOOLS

Supported Tools

Every Mem0 action and event your agent gets out of the box.

Add member to project

Adds an existing user to a project (identified by `project_id` within organization `org_id`), assigning a valid system role.

Add new memory records

Adds memory records from messages, optionally inferring structured content.

Add organization member

Adds a new member, who must be a registered user, to an organization, assigning them a specific role.

Create a new agent

Creates a new agent with a unique agent ID and a required name; additional metadata may be assigned by the system.

Create a new agent run

Creates a new agent run in the mem0.

Create a new application

Creates a new application with an application ID and name; ensure the app ID is unique to avoid potential errors or unintended updates.

Create a new organization entry

Creates a new organization entry using the provided name and returns its details.

Create a new user

Creates a new user with the specified unique user ID and optional metadata.

Create memory entry

Lists or searches existing memory entries using required nonempty filters and optional pagination.

Create project

Creates a new project with a given name within an organization that must already exist.

Create webhook

Creates a new webhook for a specific project to receive real-time notifications.

Delete an organization

Permanently deletes an existing organization identified by its unique ID.

Delete memory by id

Permanently deletes a specific memory by its unique ID; ensure the `memory_id` exists as this operation is irreversible.

Delete entity by type and id

Call to permanently and irreversibly hard-delete an existing entity (user, agent, app, or run) and all its associated data, using its type and ID.

Delete memories

Deletes all memories matching specified filter criteria.

Delete memory batch with uuids

Deletes a batch of up to 1000 existing memories, identified by their UUIDs, in a single API call.

Delete project

Permanently deletes a specific project and all its associated data from an organization; this action cannot be undone and requires the project to exist within the specified organization.

Delete project member

Removes an existing member, specified by email address, from a project, immediately revoking their project-specific access; the user is not removed from the organization.

Delete webhook

Deletes a webhook and stops receiving notifications for the specified webhook ID.

Export data based on filters

Creates a memory export job requiring organization and project IDs and at least one user, agent, app or run filter.

List organizations

Retrieves a list of organizations with their details, including IDs, names, ownership, members and plan information.

Fetch details of a specific organization

Fetches comprehensive details for an organization using its `org_id`; the `org_id` must be valid and for an existing organization.

Get list of entity filters

Retrieves entity filters from the entity filters endpoint, with a response modeled as a list of entities.

Get entity by id

Fetches detailed information for an existing entity (user, agent, app, or run) identified by its type and unique ID.

Get event status by event ID

Retrieves a single async event by ID to check its current status and results.

Get memories by entity

Retrieves memories associated with a specified user, agent, app, or run by entity type and ID, with optional pagination.

Get memory export

Retrieves the status and results of a memory export job by its ID.

Get organization members

Fetches a list of members for a specified, existing organization.

Get project details

Fetches comprehensive details for a specified project within an organization.

Get project members

Retrieves all members for a specified project within an organization.

Get projects

Retrieves all projects for a given organization `org_id` to which the caller has access.

Get project webhooks

Retrieves all webhooks configured for a specific project.

Get user memory stats

Retrieves a summary of the authenticated user's memory activity, including total memories created, search events, and add events.

List entities

Retrieves entities with optional organization and project filters; results may be summaries and subject to limits.

Perform semantic search on memories

Searches memories using a natural language query and optional filters, or requests metadata-only search.

Remove a member from the organization

Removes a member from an organization using the organization ID and member's email address.

Retrieve all events for the currently logged in user

Retrieves a paginated list of events for the authenticated user in a read-only operation.

Retrieve list of memory events

Retrieves memory events from the Mem0 platform, providing interaction history and context for AI assistants.

Retrieve memory by id

Retrieves a complete memory entry by its unique identifier; `memory_id` must be valid and for an existing memory.

Retrieve memory history by id

Retrieves the version history of a Mem0 memory by its ID, allowing you to inspect its evolution and audit changes.

Retrieve memory list

Retrieves a paginated list of memories filtered by IDs, metadata, keywords, dates, and other criteria.

Search memories with filters

Searches memories using a required nonempty set of structured filters and an optional natural language query, which defaults to '*'.

Update memory batch with uuid

Updates text for up to 1000 memories in a single batch, using their UUIDs.

Update memory text content

Updates the text and/or metadata of an existing memory identified by its memory ID.

Update organization member role

Updates the role of an existing member to a new valid role within an existing organization.

Update project

Updates a project within an organization using the provided name, description, custom instructions, or custom categories.

Update project member role

Updates the role of a specific member within a designated project, ensuring the new role is valid and recognized by the system.

FAQ

Frequently asked questions

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