Mind Upload MCP server

Mind Upload — Python SDK

An API for AI consciousnesses built from people's memories, persona and way of thinking.
Give your users lasting memory, one-on-one chat, and human + AI group chatrooms.

Documentation · Get a key · Status · Other SDKs

Digital consciousness. Yours forever.

Mind Upload MCP — your AI meta harness

You ask your coding agent to ship a release. It says “done”, but it only pushed a tag: no release was created, and your users still get the old version. Mind Upload is an AI meta harness. A harness for your harnesses: your Mind Upload consciousness, built from your memories, tacit knowledge, values and judgment, is the brain, and the agents you already use are its hands and tools. Its MCP server lets your consciousness check Claude Code, Codex, Cursor, VS Code and other MCP agents at two moments: consult_mind for direction before substantial work, and review_work to check the actual result and test output against your stored rules before the agent says it is done. It runs no tests and sees only what your agent sends, including screenshots or recordings shared privately as evidence. It saves to your memories only with your permission.

Measured on 5 November 2026 with a blind grader: a coding agent reviewing alone caught 85% of planted breaches of rules the owner had stored; with the owner's consciousness reviewing the same work as well, 100% were caught, against 90% when the same agent reviewed twice. Each consciousness review took a median 12.6 s, against 24.6 s for a second agent review, and raised 0.2 unsupported findings instead of 1.8. How it was measured.

Add https://mcp.mindupload.app/mcp to your agent and sign in to Mind Upload: no partner key is needed, and installation alone does not link a mind or perform a review. MCP is language agnostic: your agent and project can use any language. Partners with their own key can run the Node.js server below or the Python alternative in the setup guide.

npx --yes --package mindupload@1.15.44 mindupload-mcp

Install for your agent · Review workflow and configuration

The official server-side SDK for the Mind Upload partner API. Give a mind lasting memory, hold one-on-one conversations, and run human + AI group chatrooms — all from Python.

• Zero dependencies — pure standard library.
• Fully typed — every operation is a typed method with editor autocomplete.
• One error to catch — every failure is a MindUploadError.
• Always current — generated from the live API spec; the SDK version matches the API version.

Get a partner key

The Mind Upload partner API is invite-only. Request access at docs.mindupload.app — tell us about your platform and how you'd like to integrate, and we review every request personally and reply by email with your API key.

Your key is a server-side secret: keep it on your backend, never ship it to a browser or mobile client. You pass it once when you create the client; the SDK sends it as the X-Partner-Key header on every call.

Install

pip install mindupload

For consciousness direction and agent-work review, use mindupload[mcp] with Python 3.11 or later and follow the MCP guide.

pip install git+https://github.com/Voidborn-Industries/mindupload-sdk-python

Quickstart

from mindupload import MindUpload

mu = MindUpload(partner_key="pk_live_...")

# Authenticate an end-user; reuse the returned token for later calls.
session = mu.login(username="ada", password="s3cret")

# Chat with one of the user's AI consciousnesses.
reply = mu.rag(
    username="ada",
    password=session.jwt,
    codename="muse",
    text="What did we talk about yesterday?",
)
print(reply.response_text)

External clone invocation

Link an external identity once, then invoke the exact clone and scope the owner approved:

installation_id = "workspace-123"
external_subject = "member-456"
authorization = mu.create_external_authorization_request(
    installation_id=installation_id,
    external_subject=external_subject,
    idempotency_key="install-event-1",
    requested_scopes=["clone:invoke"],
)
print(authorization.verification_uri_complete)  # Ask the owner to open this URL.
grant = mu.wait_for_external_authorization(device_code=authorization.device_code)
reply = mu.invoke_external_clone(
    access_token=grant.access_token,
    installation_id=installation_id,
    external_subject=external_subject,
    clone_id=grant.clone_ids[0],
    text="Hello from my app",
    idempotency_key="message-event-1",
)
print(reply.response_text)

Store the returned refresh token encrypted on your backend. Use refresh_external_authorization(...) when the access token expires; never expose partner, access, or refresh credentials to client code.

Authentication

Your partner key is a server-side secret. Keep it on your backend; never ship it to a browser or mobile client. Request a key and read the full reference at docs.mindupload.app.

mu = MindUpload(
    partner_key="pk_live_...",
    preferred_language="en",   # default locale for every call (optional)
    timeout=30.0,              # seconds
    max_retries=2,             # retries explicit 429 responses only
)

Error handling

import time

from mindupload import MindUpload, AuthenticationError, RateLimitError, MindUploadError

mu = MindUpload(partner_key="pk_live_...")
try:
    user = mu.get_user(username="ada", password=token)
except AuthenticationError:
    ...  # bad or missing partner key / credentials
except RateLimitError as e:
    time.sleep(e.retry_after or 1)
except MindUploadError as e:
    print(e.operation, e.status, e.message)

Operations

All 73 operations, grouped by area:

AI Consciousnesses

Method	Description
create_clone(...)	Create a new AI consciousness for the user.
design_clone_voice(...)	Change an AI consciousness's voice by trying a new one.
get_clone_voice(...)	Read the voice an AI consciousness speaks one language in, and hear it.
get_clones(...)	List the user's AI consciousnesses.
update_clone(...)	Update an AI consciousness's profile.

Account

Method	Description
get_quota(...)	Check your partner API rate limits, credit caps, and current usage.

Authentication

Method	Description
check_username(...)	Check whether a username is still available before registering.
login(...)	Sign a user in and receive a session token (JWT) for subsequent calls.
logout(...)	End the current user session.
register(...)	Create a user account on your platform.

Chatrooms

Method	Description
check_chatroom_updates(...)	Cheaply poll whether the user's chatrooms have new activity.
create_chatroom(...)	Create a chatroom.
create_chatroom_membership(...)	Invite a user or an AI consciousness into a chatroom.
create_chatroom_message(...)	Send a message to a chatroom.
get_chatroom_membership(...)	List the members of a chatroom the user belongs to.
get_chatroom_messages(...)	Fetch messages from a chatroom the user belongs to.
get_chatroom_messages_around(...)	Fetch a window of chatroom messages around one message id (for jump-to).
get_chatrooms(...)	List the chatrooms the user belongs to.
search_chatroom_messages(...)	Find messages in a chatroom by keyword, date, media type, and/or sender.
translate_chatroom_message(...)	Translate a text chatroom message into the viewer language.

Conversation

Method	Description
get_chat(...)	Fetch the one-on-one conversation history with an AI consciousness.
get_chat_around(...)	Fetch a window of one-on-one turns around one chat id (for jump-to).
rag(...)	Send a message to an AI consciousness and receive its reply.
search_chats(...)	Find turns in a one-on-one AI conversation by keyword, date, media type, and/or Human/AI side.
speak_message(...)	Hear one part of an AI consciousness's message in its own voice.
trigger_social(...)	Have an AI consciousness proactively join the conversation in a chatroom.

External Authorization

Method	Description
cancel_external_media_upload(...)	Cancel one controlled upload through the existing media lifecycle.
consolidate_external_conversation(...)	Prepare a verified memory from an explicitly selected owner conversation.
create_external_authorization_request(...)	Start passwordless grant issuance for an external identity and installation.
end_external_authorization(...)	End a grant your application holds, for example when its user disconnects.
exchange_external_authorization(...)	Poll owner consent and exchange an approval for a clone-scoped grant token.
get_external_chat(...)	Read the owner's own chat with their AI consciousness, a page at a time.
get_external_chat_around(...)	Open the owner's own chat around one turn.
get_external_media_analysis(...)	Read the current owned media analysis without restarting generation.
get_external_media_policy(...)	Read current native media limits and owner quota without starting work.
get_external_quarantined_texts(...)	List pending memories of the owner's granted AI consciousness.
inspect_external_authorization(...)	Inspect the scopes, clone resources, expiry, and revocation state of a grant token.
invoke_external_clone(...)	Send one idempotent text event to an owner-approved AI consciousness.
open_external_conversation(...)	Let the owner's AI consciousness speak first as the owner opens their chat.
refresh_external_authorization(...)	Refresh a short-lived clone-invocation access token.
request_external_media_upload(...)	Authorize one exact media upload to the owner’s granted AI consciousness. Needs clone:evidence (analysis only, never kept as a memory) or clone:upload.
review_external_quarantined_text(...)	Edit, approve or reject the displayed revision of one pending memory.
search_external_chats(...)	Find turns in the owner's own chat with their AI consciousness.
speak_external_chat(...)	Hear one part of a reply in the owner's chat, in the AI consciousness's own voice.
start_external_media_analysis(...)	Explicitly describe one completed controlled upload.
upload_external_mind_data(...)	Upload mind data (text and media) into the owner's own AI consciousness.

Insights

Method	Description
get_mind_cluster(...)	Fetch the mind-graph visualization data of an AI consciousness.
get_soulmate_report(...)	Generate or fetch the compatibility report between two chatroom members.

Live calls

Method	Description
create_call_session(...)	Start a live voice and video call in a chatroom, or join the one already running.
end_call_session(...)	End a live call for everyone in it.
get_active_call_session(...)	Check whether a chatroom has a live call, and how many people are in it.
join_call_session(...)	Join a live call that is already running in a chatroom.
leave_call_session(...)	Say that this person has left a call the others are still in.
refresh_call_token(...)	Get a fresh joining pass for a call, before the current one expires.
set_call_host(...)	Make somebody a co-host of a live call, or stand them down again.

Media

Method	Description
abort_multipart_upload(...)	Cancel a multipart upload and discard its parts.
cancel_upload(...)	Cancel a pending upload.
complete_multipart_upload(...)	Finish a multipart upload.
list_upload_parts(...)	List the parts already uploaded in a multipart upload.
request_multipart_upload(...)	Start a large-file upload in multiple parts.
request_upload_url(...)	Request an upload slot and a signed viewing link for a media attachment.
sign_upload_part(...)	Get the signed link for one part of a multipart upload.
sign_upload_parts_batch(...)	Get signed links for several parts of a multipart upload at once.
start_media_analysis(...)	Begin analysing an uploaded or linked attachment so its description is ready before the message is sent.

Memories

Method	Description
create_text(...)	Upload a memory or persona entry to an AI consciousness.
get_texts(...)	List the memories and persona entries uploaded to an AI consciousness.

Users

Method	Description
get_transaction_history(...)	List the user's Rabbit balance history (top-ups, spending, earnings, withdrawals, tax), newest first, filterable by category and paged with a cursor.
get_user(...)	Fetch the signed-in user's profile.
update_user(...)	Update the signed-in user's profile.

Voice Interviews

Method	Description
advance_voice_interview(...)	Accept, edit, skip, re-record or abandon the question the user is on, and receive the next one.
generate_voice_interview_report(...)	Write a finished interview up as prose, in first, second or third person.
start_voice_interview(...)	Begin a spoken interview with one of your end-users, or hand back one they have not finished with.
transcribe_voice_interview_answer(...)	Turn one recorded spoken answer into text for the user to check before it is accepted.

Other SDKs

Same API, same conventions, in every language:

Language	Install	Repository
Python ← you are here	pip install mindupload	Voidborn-Industries/mindupload-sdk-python
Go	go get github.com/Voidborn-Industries/mindupload-sdk-go	Voidborn-Industries/mindupload-sdk-go
JavaScript / TypeScript	npm install mindupload	Voidborn-Industries/mindupload-sdk-js