Mem0 MCP server for AI agents and assistants

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

Adds memory records from messages, optionally inferring structured content.

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

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

Creates a new agent run in the mem0.

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

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

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

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

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

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

Permanently deletes an existing organization identified by its unique ID.

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

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.

Deletes all memories matching specified filter criteria.

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

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.

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.

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

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

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

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

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

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

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

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

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

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

Fetches comprehensive details for a specified project within an organization.

Retrieves all members for a specified project within an organization.

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

Retrieves all webhooks configured for a specific project.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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