Tool Reference

The neuroflash MCP server exposes 46 tools across 7 API domains. In Traditional Mode, each tool is available directly. In Code Mode and Exploratory Mode, these same endpoints are accessible through the nf.* Python module or the discover/query/compare tools.

Digital Twins

8 tools

Digital twin service — demographic twin groups, individual twins, reactions

↧ Read 5
list_static_groups

List all available demographic twin groups (static groups)

list_twins

List individual digital twins in a specific demographic group

get_twin

Get the full profile of a specific digital twin by ID

list_reactions

List twin reactions (sentiment responses) generated in a workspace

get_reaction_sources

Get the source twin profiles that contributed to a specific reaction

↥ Write 3
chat_with_twin

Chat directly with an individual digital twin

get_twin_group_opinions

Get aggregated opinions from a demographic twin group on a question or topic

chat_with_twin_group

Start a conversation with an entire demographic twin group

Workspaces

7 tools

Workspace service — workspace management, members, subscriptions, invites

↧ Read 5
list_workspaces

List all workspaces the authenticated user is a member of

get_workspace

Get details of a specific workspace including name, settings, and plan

list_workspace_members

List all members of a workspace with their roles and status

get_workspace_subscription

Get the current subscription plan and status for a workspace

list_workspace_invites

List all pending invites for a workspace

↥ Write 2
create_workspace_invite

Invite a user to join a workspace by email address

delete_workspace_invite

Cancel/delete a pending workspace invite

Brand Voice

8 tools

Brand voice service — create and manage brand voices

↧ Read 3
list_brand_voices

List all brand voices in a workspace

get_brand_voice

Get a specific brand voice by ID, including all its style attributes

get_brand_voice_limits

Get the plan limits for brand voices in a workspace

↥ Write 5
create_brand_voice

Create a new brand voice in a workspace

update_brand_voice

Update an existing brand voice's name or description

delete_brand_voice

Delete a brand voice from a workspace

import_brand_voice_from_url

Create a brand voice by analysing a URL

import_brand_voice_from_text

Create a brand voice by analysing a sample text

Audience

7 tools

Audience service — create and manage target audiences

↧ Read 3
list_target_audiences

List all target audiences in a workspace

get_target_audience

Get a specific target audience by ID

get_audience_limits

Get the plan limits for target audiences in a workspace

↥ Write 4
create_target_audience

Create a new target audience in a workspace

update_target_audience

Update an existing target audience's name or description

delete_target_audience

Delete a target audience from a workspace

import_audience_from_url

Create a target audience by importing and analysing content from a URL

Content

8 tools

Content generation service — text generation, AI models, conversations

↧ Read 4
list_ai_models

List all available AI models that can be used for text generation

list_conversations

List all saved conversations for the authenticated user

get_conversation

Get details of a specific saved conversation

get_conversation_messages

Get all messages in a saved conversation

↥ Write 4
generate_text

Generate marketing or creative text content using neuroflash AI

create_conversation

Create a new persistent conversation session

delete_conversation

Delete a conversation and all its messages

chat_in_conversation

Send a message in an existing persistent conversation

Image

5 tools

Image generation service — generate, edit, and manage AI-generated images

↧ Read 2
list_image_models

List all available AI models for image generation

list_image_history

List previously generated images and their metadata

↥ Write 3
generate_image

Generate an image from a text prompt using AI (text-to-image)

edit_image

Edit or transform an existing image using a text prompt (image-to-image)

delete_image

Delete a previously generated image from the history

Usage

3 tools

Usage service — usage types and workspace quotas

↧ Read 3
list_usage_types

List all available usage types and their definitions

get_workspace_quotas

Get all usage quotas for a workspace

get_workspace_quota

Get the usage quota for a specific usage type in a workspace