diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index f00ae17fa1..211ee5ca65 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -18,7 +18,7 @@
 - [ ] Automated tests are provided as part of the PR for major new functionalities; testing instructions have been added in the PR body (for PRs involving changes that are not immediately obvious).
 - [ ] The developer has manually tested the changes and verified that the changes work.
 - [ ] Code changes follow the [kubeflow contribution guidelines](https://www.kubeflow.org/docs/about/contributing/).
-- [ ] **For first time contributors**: Please reach out to the [Reviewers](https://github.com/kubeflow/model-registry/blob/main/OWNERS) to ensure all tests are being run, ensuring the label `ok-to-test` has been added to the PR.
+- [ ] **For first time contributors**: Please reach out to the [Reviewers](https://github.com/kubeflow/hub/blob/main/OWNERS) to ensure all tests are being run, ensuring the label `ok-to-test` has been added to the PR.
 
 If you have UI changes
 
diff --git a/.github/workflows/first-time-contributor-pr.yml b/.github/workflows/first-time-contributor-pr.yml
index 3c54406f98..a491215f1b 100644
--- a/.github/workflows/first-time-contributor-pr.yml
+++ b/.github/workflows/first-time-contributor-pr.yml
@@ -2,7 +2,7 @@ name: Welcome first-time contributors (Beta2)
 
 on:
   pull_request:
-    types: 
+    types:
       - opened
       - synchronize
       - reopened
@@ -33,16 +33,16 @@ jobs:
           python3 << 'EOF'
           import yaml
           import os
-          
+
           with open('OWNERS', 'r') as f:
               data = yaml.safe_load(f)
-          
+
           approvers = data.get('approvers', [])
           result = ' '.join([f'@{approver}' for approver in approvers])
-          
+
           with open(os.environ['GITHUB_OUTPUT'], 'a') as f:
               f.write(f'approvers={result}\n')
-          
+
           print(f'Extracted approvers: {result}')
           EOF
       - name: Log approvers
@@ -55,11 +55,11 @@ jobs:
         continue-on-error: true
         with:
           issue_message: |
-            🎉 **Welcome to the Kubeflow Model Registry!** 🎉
+            🎉 **Welcome to the Kubeflow Hub!** 🎉
             Thanks for opening your first issue! We're happy to have you as part of our community 🚀
 
             **Here's what happens next:**
-            - If you'd like to contribute to this issue, check out our [Contributing Guide](https://github.com/kubeflow/model-registry/blob/main/CONTRIBUTING.md) for repo-specific guidelines and the [Kubeflow Contributor Guide](https://www.kubeflow.org/docs/about/contributing/) for general community standards
+            - If you'd like to contribute to this issue, check out our [Contributing Guide](https://github.com/kubeflow/hub/blob/main/CONTRIBUTING.md) for repo-specific guidelines and the [Kubeflow Contributor Guide](https://www.kubeflow.org/docs/about/contributing/) for general community standards
             - Our team will review your issue soon!
 
             **Join the community:**
@@ -69,11 +69,11 @@ jobs:
             Feel free to ask questions in the comments if you need any help or clarification!
             Thanks again for contributing to Kubeflow! 🙏
           pr_message: |
-            🎉 **Welcome to the Kubeflow Model Registry!** 🎉
+            🎉 **Welcome to the Kubeflow Hub!** 🎉
             Thanks for opening your first PR! We're happy to have you as part of our community 🚀
 
             **Here's what happens next:**
-            - If you haven't already, please check out our [Contributing Guide](https://github.com/kubeflow/model-registry/blob/main/CONTRIBUTING.md) for repo-specific guidelines and the [Kubeflow Contributor Guide](https://www.kubeflow.org/docs/about/contributing/) for general community standards
+            - If you haven't already, please check out our [Contributing Guide](https://github.com/kubeflow/hub/blob/main/CONTRIBUTING.md) for repo-specific guidelines and the [Kubeflow Contributor Guide](https://www.kubeflow.org/docs/about/contributing/) for general community standards
             - Our team will review your PR soon!
 
             **Join the community:**
diff --git a/ADOPTERS.md b/ADOPTERS.md
index 51979bbc5a..feb26d38af 100644
--- a/ADOPTERS.md
+++ b/ADOPTERS.md
@@ -1,6 +1,6 @@
-# Adopters of Kubeflow Model Registry
+# Adopters of Kubeflow Hub
 
-Below are the adopters of the Model Registry project. If you are using Model Registry in your organization, please add your name to the list by submitting a pull request: this will help foster the Kubeflow community. Kindly ensure the list remains in alphabetical order.
+Below are the adopters of Kubeflow Hub (formerly known as Model Registry). If you are using this project in your organization, please add your name to the list by submitting a pull request: this will help foster the Kubeflow community. Kindly ensure the list remains in alphabetical order.
 If you are using other Kubeflow components, consider adding your name as well to the overall [Kubeflow Community Adopters file](https://github.com/kubeflow/community/blob/master/ADOPTERS.md).
 
 | Organization                  | Contact (GitHub User Name)                 | Environment                                | Description of Use                                                    |
diff --git a/AGENTS.md b/AGENTS.md
index 4d65833b7f..0ee1a07a5e 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -1,4 +1,4 @@
-# AGENTS.md — Model Registry
+# AGENTS.md — Kubeflow Hub
 
 ## Who This Is For
 
@@ -312,7 +312,7 @@ The following directories contain auto-generated code. Modify the sources and re
 - Do not push secrets, credentials, or modify git config
 - Run `go mod tidy` if you changed dependencies
 - Keep commit messages brief
-- Follow the Conventional Commit specification (e.g. `feat(catalog): <description>`, `fix: some bug`)  
+- Follow the Conventional Commit specification (e.g. `feat(catalog): <description>`, `fix: some bug`)
 
 ## Core Development Principles
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 7dc71b48d1..23c8a9aaac 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,7 +1,7 @@
 # Kubeflow Contributor Guide
 
-Welcome to the Kubeflow Model Registry project! We'd love to accept your patches and 
-contributions to this project. Please read the 
+Welcome to the Kubeflow Hub project! We'd love to accept your patches and
+contributions to this project. Please read the
 [contributor's guide in our docs](https://www.kubeflow.org/docs/about/contributing/).
 
 The contributor's guide:
@@ -10,7 +10,7 @@ The contributor's guide:
   * like explained in [this guide](https://wiki.linuxfoundation.org/dco), or [this example](https://github.com/kubeflow/community/tree/master/dco-signoff-hook#signing-off-commits)
 * references the [Code of Conduct](https://www.kubeflow.org/docs/about/contributing/#follow-the-code-of-conduct)
 * helps you get started with your first contribution to Kubeflow
-  * like how to identify [good-first-issue](https://github.com/kubeflow/model-registry/labels/good%20first%20issue) tickets
+  * like how to identify [good-first-issue](https://github.com/kubeflow/hub/labels/good%20first%20issue) tickets
 * and [describes](https://www.kubeflow.org/docs/about/contributing/#owners-files-and-pr-workflow) the pull request and review workflow in detail, including the
   OWNERS files and automated workflow tool
 
@@ -18,11 +18,11 @@ The [Kubeflow Community calendar](https://www.kubeflow.org/docs/about/community/
 
 <hr/>
 
-The remainder of this document focuses on technical aspects while contributing to the Model Registry project specifically.
+The remainder of this document focuses on technical aspects while contributing to the Hub project specifically.
 
-The [Model Registry documentation](https://github.com/kubeflow/model-registry?tab=readme-ov-file#documentation-links) provides details about: what is a Model Registry, how to Install, logical model Concepts, how the MR python client works, Tutorials, FAQs and most importantly the [Technical References](https://github.com/kubeflow/model-registry?tab=readme-ov-file#documentation-links:~:text=FAQs-,Development,-introduction%20to%20local)!
+The [Kubeflow Hub documentation](https://github.com/kubeflow/hub?tab=readme-ov-file#documentation-links) provides details about: what is a Model Registry, how to Install, logical model Concepts, how the MR python client works, Tutorials, FAQs and most importantly the [Technical References](https://github.com/kubeflow/hub?tab=readme-ov-file#documentation-links:~:text=FAQs-,Development,-introduction%20to%20local)!
 
-# Contributing to Model Registry using Apple-silicon/ARM-based computers
+# Contributing to Hub using Apple-silicon/ARM-based computers
 
 Some limitations apply when developing on this project, specifically using Apple-silicon and Mac OSX.
 The content from this guide might also be applicable in part for general ARM-based developers/users, beyond Mac OSX.
@@ -30,7 +30,7 @@ The content from this guide might also be applicable in part for general ARM-bas
 ## Consider installing coreutils
 
 While we strived to keep the repository scripts cross-compatible with GNU and BSD utilities, you might want to consider installing the `coreutils` from Homebrew, [following these instructions](https://formulae.brew.sh/formula/coreutils).
-You will need to ensure the gnubin directory is added to your shell path. 
+You will need to ensure the gnubin directory is added to your shell path.
 
 ## Makefile
 
@@ -72,9 +72,9 @@ to your PATH from your bashrc like:
 
 and now you can substitute `gmake` every time the make command is mentioned in guides (or perform the path management per the caveat).
 
-## Local kubernetes deployment of Model Registry
+## Local kubernetes deployment of Hub
 
-To test the Model Registry locally without mocking the k8s calls, the Model Registry backend can be deployed using Kind.
+To test the Hub locally without mocking the k8s calls, the backend can be deployed using Kind.
 
 ### Prerequisites
 
@@ -94,11 +94,11 @@ Create a Kind cluster with the following command:
 kind create cluster
 ```
 
-and then follow the steps from the [Installation guide](https://www.kubeflow.org/docs/components/model-registry/installation/#standalone-installation) on the Kubeflow website, to set up the port-forwarding and deploy the Model Registry on the cluster.
+and then follow the steps from the [Installation guide](https://www.kubeflow.org/docs/components/model-registry/installation/#standalone-installation) on the Kubeflow website, to set up the port-forwarding and deploy Hub on the cluster.
 
 ### Ingress guide
 
-Follow the [Ingress guide](docs/mr_kind_deploy_ingress.md) to set up the Ingress controller and deploy the Model Registry on the cluster.
+Follow the [Ingress guide](docs/mr_kind_deploy_ingress.md) to set up the Ingress controller and deploy Hub on the cluster.
 
 ## Docker engine
 
@@ -280,5 +280,5 @@ Solution:
 - Use `export TESTCONTAINERS_RYUK_DISABLED=true` to disable Ryuk entirely; the tests are configured to close all container resources, but we do not recommend this option
 
 For more information:
-- section [Docker engine](https://github.com/kubeflow/model-registry/blob/main/CONTRIBUTING.md#docker-engine) in this document
+- section [Docker engine](https://github.com/kubeflow/hub/blob/main/CONTRIBUTING.md#docker-engine) in this document
 - https://pypi.org/project/testcontainers/#:~:text=the%20database%20version.-,Configuration,-Env%20Variable
diff --git a/Makefile b/Makefile
index 8ec34d88a8..f9fa4ff666 100644
--- a/Makefile
+++ b/Makefile
@@ -144,7 +144,7 @@ endif
 .PHONY: vet
 vet:
 	@echo "Running go vet on all packages..."
-	@${GO} vet $$(${GO} list ./... | grep -vF github.com/kubeflow/model-registry/internal/db/filter) && \
+	@${GO} vet $$(${GO} list ./... | grep -vF github.com/kubeflow/hub/internal/db/filter) && \
 	echo "Checking filter package (parser.go excluded due to participle struct tags)..." && \
 	cd internal/db/filter && ${GO} build -o /dev/null . 2>&1 | grep -E "vet:|error:" || echo "✓ Filter package builds successfully"
 
@@ -308,7 +308,7 @@ image/build:
 	${DOCKER} build ${BUILD_PATH} -f ${DOCKERFILE} -t ${IMG}:$(IMG_VERSION) $(ARGS)
 
 # build docker image using buildx
-# PLATFORMS defines the target platforms for the model registry image be built to provide support to multiple
+# PLATFORMS defines the target platforms for the image be built to provide support to multiple
 # architectures. (i.e. make docker-buildx). To use this option you need to:
 # - be able to use docker buildx. More info: https://docs.docker.com/build/buildx/
 # - have enabled BuildKit. More info: https://docs.docker.com/develop/develop-images/build_enhancements/
diff --git a/README.md b/README.md
index 38894b247f..4ed6ea21b4 100644
--- a/README.md
+++ b/README.md
@@ -1,12 +1,12 @@
-# Model Registry
+# Kubeflow Hub
 
-![build checks status](https://github.com/kubeflow/model-registry/actions/workflows/build.yml/badge.svg?branch=main)
-[![codecov](https://codecov.io/github/kubeflow/model-registry/graph/badge.svg?token=61URLQA3VS)](https://codecov.io/github/kubeflow/model-registry)
+![build checks status](https://github.com/kubeflow/hub/actions/workflows/build.yml/badge.svg?branch=main)
+[![codecov](https://codecov.io/github/kubeflow/hub/graph/badge.svg?token=61URLQA3VS)](https://codecov.io/github/kubeflow/hub)
 [![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fkubeflow%2Fmodel-registry.svg?type=shield&issueType=license)](https://app.fossa.com/projects/git%2Bgithub.com%2Fkubeflow%2Fmodel-registry?ref=badge_shield&issueType=license)
 [![OpenSSF Best Practices](https://www.bestpractices.dev/projects/9937/badge)](https://www.bestpractices.dev/projects/9937)
-[![OpenSSF Scorecard](https://api.scorecard.dev/projects/github.com/kubeflow/model-registry/badge)](https://scorecard.dev/viewer/?uri=github.com/kubeflow/model-registry)
+[![OpenSSF Scorecard](https://api.scorecard.dev/projects/github.com/kubeflow/hub/badge)](https://scorecard.dev/viewer/?uri=github.com/kubeflow/hub)
 
-Model registry provides a central repository for model developers to store and manage models, versions, and artifacts metadata.
+Kubeflow Hub (formerly known as Model Registry) provides a central repository for model developers to store and manage models, versions, and artifacts metadata.
 
 ## Red Hat's Pledge
 - Red Hat drives the project's development through Open Source principles, ensuring transparency, sustainability, and community ownership.
@@ -14,7 +14,7 @@ Model registry provides a central repository for model developers to store and m
 
 > **Alpha**
 >
-> This Kubeflow component has alpha status with limited support. See the [Kubeflow versioning policies](https://www.kubeflow.org/docs/started/support/#application-status). The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/model-registry) about the usability of the feature.
+> This Kubeflow component has alpha status with limited support. See the [Kubeflow versioning policies](https://www.kubeflow.org/docs/started/support/#application-status). The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/hub) about the usability of the feature.
 
 ## Documentation links:
 
@@ -39,10 +39,10 @@ Model registry provides a central repository for model developers to store and m
  - [contributing](./CONTRIBUTING.md)
  - [Kubeflow community and the Model Registry working group](https://www.kubeflow.org/docs/about/community/)
  - REST API
-   - [OpenAPI definition](https://editor.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/model-registry/main/api/openapi/model-registry.yaml) 
-   - [playground](https://petstore.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/model-registry/main/api/openapi/model-registry.yaml)
- - [license scanning](https://github.com/kubeflow/model-registry/issues/323)
- - [monitoring image quality](https://github.com/kubeflow/model-registry/issues/327)
+   - [OpenAPI definition](https://editor.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/hub/main/api/openapi/model-registry.yaml)
+   - [playground](https://petstore.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/hub/main/api/openapi/model-registry.yaml)
+ - [license scanning](https://github.com/kubeflow/hub/issues/323)
+ - [monitoring image quality](https://github.com/kubeflow/hub/issues/327)
 8. [UI](clients/ui/README.md)
 
 ## Pre-requisites:
@@ -54,7 +54,7 @@ Model registry provides a central repository for model developers to store and m
 
 ## OpenAPI Proxy Server
 
-The model registry proxy server implementation follows a contract-first approach, where the contract is identified by [model-registry.yaml](api/openapi/model-registry.yaml) OpenAPI specification.
+The Hub backend server follows a contract-first approach, where the contract is identified by [model-registry.yaml](api/openapi/model-registry.yaml) OpenAPI specification.
 
 You can also easily display the latest OpenAPI contract for model-registry in a Swagger-like editor directly from the documentation site, [here](https://www.kubeflow.org/docs/components/model-registry/reference/rest-api/#swagger-ui).
 ### Starting the OpenAPI Proxy Server
@@ -63,7 +63,7 @@ Run the following command to start the OpenAPI proxy server from source:
 ```shell
 make run/proxy
 ```
-The proxy service implements the OpenAPI defined in [model-registry.yaml](api/openapi/model-registry.yaml) to create a Model Registry specific REST API.
+The backend service implements the OpenAPI defined in [model-registry.yaml](api/openapi/model-registry.yaml) to create a Model Registry specific REST API.
 
 ### Model registry logical model
 
@@ -152,14 +152,14 @@ Where, `<uid>`, `<gid>`, and `<host-path>` are the same as in the migrate comman
 And `<hostname>` and `<port>` are the local ip and port to use to expose the container's default `8080` listening port.
 The server listens on `localhost` by default, hence the `-n 0.0.0.0` option allows the server port to be exposed.
 
-#### Running model registry
+#### Running Kubeflow Hub
 
 > **NOTE:** Docker Compose or Podman Compose must be installed in your environment.
 
 There are two `docker-compose` files that make the startup easier:
 
 - `docker-compose.yaml` - Uses pre-built images from registry
-- `docker-compose-local.yaml` - Builds model registry from source  
+- `docker-compose-local.yaml` - Builds Hub from source
 
 Both files support MySQL and PostgreSQL databases using profiles.
 
@@ -171,7 +171,7 @@ The easiest way to run the services is using the provided Makefile targets:
 # Start with MySQL (using pre-built images)
 make compose/up
 
-# Start with PostgreSQL (using pre-built images)  
+# Start with PostgreSQL (using pre-built images)
 make compose/up/postgres
 
 # Start with MySQL (builds from source)
@@ -195,7 +195,7 @@ Alternatively, you can run the compose files directly:
 # Using pre-built images with MySQL
 docker-compose --profile mysql up
 
-# Using pre-built images with PostgreSQL  
+# Using pre-built images with PostgreSQL
 DB_TYPE=postgres docker-compose --profile postgres up
 
 # Building from source with PostgreSQL
@@ -206,7 +206,7 @@ The Makefile automatically detects whether to use `docker-compose`, `podman-comp
 
 ### Testing architecture
 
-The following diagram illustrates testing strategy for the several components in Model Registry project:
+The following diagram illustrates testing strategy for the several components in the Hub project:
 
 ![](/docs/Model%20Registry%20Testing%20areas.drawio.png)
 
@@ -259,7 +259,7 @@ If you cannot access the CNCF Service Desk, ask one of your fellow Approvers for
 ## Tips
 ### Pull image rate limiting
 
-Occasionally you may encounter an 'ImagePullBackOff' error when deploying the Model Registry manifests. See example below for the `model-registry-db` container.
+Occasionally you may encounter an 'ImagePullBackOff' error when deploying the Hub project's manifests. See example below for the `model-registry-db` container.
 
 ```
 Failed to pull image “mysql:8.3.0”: rpc error: code = Unknown desc = fetching target platform image selected from image index: reading manifest sha256:f9097d95a4ba5451fff79f4110ea6d750ac17ca08840f1190a73320b84ca4c62 in docker.io/library/mysql: toomanyrequests: You have reached your pull rate limit. You may increase the limit by authenticating and upgrading: https://www.docker.com/increase-rate-limit
diff --git a/RELEASE.md b/RELEASE.md
index 11e0fa49a3..b03fd531d3 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -1,21 +1,21 @@
 # Release Process
 
-This document describes the Release process followed by this Kubeflow Model Registry component project, enacted by its Maintainers.
+This document describes the Release process followed by this Kubeflow Hub component project, enacted by its Maintainers.
 
 # Principles
 
-The Kubeflow Model Registry follows the [Github Release Workflow](https://github.com/kubeflow/model-registry/releases), and performs periodic releases in accordance with the Kubeflow Platform WG recommendations.
+The Kubeflow Hub follows the [Github Release Workflow](https://github.com/kubeflow/hub/releases), and performs periodic releases in accordance with the Kubeflow Platform WG recommendations.
 
-The Kubeflow Model Registry follows [Semantic Versioning](https://semver.org/): `MAJOR.MINOR.PATCH`.
+The Kubeflow Hub follows [Semantic Versioning](https://semver.org/): `MAJOR.MINOR.PATCH`.
 
-The Kubeflow Model Registry per governance of the Kubeflow Community, Kubeflow Platform WG, and KSC, releases as Alpha version, including the following statement:
+The Kubeflow Hub per governance of the Kubeflow Community, Kubeflow Platform WG, and KSC, releases as Alpha version, including the following statement:
 
 ```md
 > **Alpha**
-> This Kubeflow component has alpha status with limited support. See the [Kubeflow versioning policies](https://www.kubeflow.org/docs/started/support/#application-status). The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/model-registry/issues/new/choose) about the usability of the feature.
+> This Kubeflow component has alpha status with limited support. See the [Kubeflow versioning policies](https://www.kubeflow.org/docs/started/support/#application-status). The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/hub/issues/new/choose) about the usability of the feature.
 ```
 
-The Release of the Kubeflow Model Registry provides:
+The Release of the Kubeflow Hub provides:
 - a container image for the Backend; known as the "KF MR Go REST server"
 - a Python client to be used in a Jupyter notebook, programmatically, or that can be integrated in the Kubeflow SDK; known as the "MR py client"
 - an optional Model Registry Custom Storage Initializer container image for KServe; the "Model Registry CSI"
@@ -31,14 +31,14 @@ Assuming the following remotes are setup locally:
 ```
 origin	git@github.com:<your username>/model-registry.git (fetch)
 origin	git@github.com:<your username>/model-registry.git (push)
-upstream	git@github.com:kubeflow/model-registry.git (fetch)
-upstream	git@github.com:kubeflow/model-registry.git (push)
+upstream	git@github.com:kubeflow/hub.git (fetch)
+upstream	git@github.com:kubeflow/hub.git (push)
 ```
 
 and for the rest of this instructions, the `<your username>` will be referred as `mr_maintainer`.
 
 Prerequisites:
-- on main branch, the version indicated by the [pyproject.toml](https://github.com/kubeflow/model-registry/blob/d2312907025adbe83d3faafbecf1474824d055ed/clients/python/pyproject.toml#L3) and [metadadata](https://github.com/kubeflow/model-registry/blob/d2312907025adbe83d3faafbecf1474824d055ed/clients/python/src/model_registry/__init__.py#L3) of the Model Registry Python client is current (that is, is already valorized to the _target_ release number).
+- on main branch, the version indicated by the [pyproject.toml](https://github.com/kubeflow/hub/blob/d2312907025adbe83d3faafbecf1474824d055ed/clients/python/pyproject.toml#L3) and [metadadata](https://github.com/kubeflow/hub/blob/d2312907025adbe83d3faafbecf1474824d055ed/clients/python/src/model_registry/__init__.py#L3) of the Model Registry Python client is current (that is, is already valorized to the _target_ release number).
 - the main branch is up-to-date, all the required work has been already merged.
 
 ```
@@ -54,7 +54,7 @@ TDATE=$(date "+%Y%m%d")
 ```
 
 > [!NOTE]
-> We no longer explicits the `-alpha` suffix (see [here](https://github.com/kubeflow/model-registry/issues/435#issuecomment-2384745910)).
+> We no longer explicits the `-alpha` suffix (see [here](https://github.com/kubeflow/hub/issues/435#issuecomment-2384745910)).
 
 - create the release branch upstream
 
@@ -87,15 +87,15 @@ git push --set-upstream origin mr_maintainer-$TDATE-upstreamSync
 - create PR ⚠️ targeting the _release branch_ ⚠️ specifically (title ~like: `chore: align manifest for 0.2.10`)
 - merge the PR (you can manually add the approved, lgtm labels)
 
-- optional. if you create the tag from local git (see point below); await GHA complete that push Container images to docker.io or any other KF registry: https://github.com/kubeflow/model-registry/actions
-- create [the Release from GitHub](https://github.com/kubeflow/model-registry/releases/new), ⚠️ select the _release branch_ ⚠️ , input the _new tag_<br/>(in this example the tag is created from GitHub; alternatively, you could just do the tag manually by checking out the release branch locally--remember to pull!!--and issuing the tag from local machine).
+- optional. if you create the tag from local git (see point below); await GHA complete that push Container images to docker.io or any other KF registry: https://github.com/kubeflow/hub/actions
+- create [the Release from GitHub](https://github.com/kubeflow/hub/releases/new), ⚠️ select the _release branch_ ⚠️ , input the _new tag_<br/>(in this example the tag is created from GitHub; alternatively, you could just do the tag manually by checking out the release branch locally--remember to pull!!--and issuing the tag from local machine).
 - encouraging to use the "alpha" version policy of KF in the beginning of the release markdown (see previous releases).
 
 It is helpful to prefix this in the release notes:
 
 ```md
 > **Alpha**
-> This Kubeflow component has alpha status with limited support. See the [Kubeflow versioning policies](https://www.kubeflow.org/docs/started/support/#application-status). The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/model-registry/issues/new/choose) about the usability of the feature.
+> This Kubeflow component has alpha status with limited support. See the [Kubeflow versioning policies](https://www.kubeflow.org/docs/started/support/#application-status). The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/hub/issues/new/choose) about the usability of the feature.
 ```
 
 - release the MR Python client
@@ -141,4 +141,5 @@ Please notice the OpenAPI spec in the Reference section is automatically updated
 
 See at the beginning "Prerequisites", to facilitate the next round, now it's the best time:
 - bump already MR py client to the next version, example PR
-https://github.com/kubeflow/model-registry/pull/871
+
+https://github.com/kubeflow/hub/pull/871
diff --git a/ROADMAP.md b/ROADMAP.md
index 3ec3cb9025..70044ff338 100644
--- a/ROADMAP.md
+++ b/ROADMAP.md
@@ -1,20 +1,20 @@
-# Kubeflow Model Registry Roadmap
+# Kubeflow Hub Roadmap
 
 ## Overview
 
-The Kubeflow Model Registry project roadmap is tracked using [GitHub Milestones](https://github.com/kubeflow/model-registry/milestones), following the Kubeflow Release Team's request: this approach has been recommended in order to maintain a detailed view of all the items intended for upcoming Kubeflow releases, organized by "themes". The roadmap is continuously updated as we make progress towards a Kubeflow Release.
+The Kubeflow Hub project roadmap is tracked using [GitHub Milestones](https://github.com/kubeflow/hub/milestones), following the Kubeflow Release Team's request: this approach has been recommended in order to maintain a detailed view of all the items intended for upcoming Kubeflow releases, organized by "themes". The roadmap is continuously updated as we make progress towards a Kubeflow Release.
 
 ## Current Roadmap
 
-The current roadmap and upcoming features are tracked in our [GitHub Milestones](https://github.com/kubeflow/model-registry/milestones). Each milestone tracks specific or future Kubeflow release and contains the planned features, enhancements, and bug fixes. For each milestone, a GitHub Issue is typically attached serving as a Tracker record to provide additional details.
+The current roadmap and upcoming features are tracked in our [GitHub Milestones](https://github.com/kubeflow/hub/milestones). Each milestone tracks specific or future Kubeflow release and contains the planned features, enhancements, and bug fixes. For each milestone, a GitHub Issue is typically attached serving as a Tracker record to provide additional details.
 
 ## Past Roadmaps
 
 - Model Registry in Kubeflow 1.10
-    - [Milestone](https://github.com/kubeflow/model-registry/milestone/1)
-    - [Tracker for details](https://github.com/kubeflow/model-registry/issues/175)
+    - [Milestone](https://github.com/kubeflow/hub/milestone/1)
+    - [Tracker for details](https://github.com/kubeflow/hub/issues/175)
 - Model Registry in Kubeflow 1.9
-    - [Tracker for details](https://github.com/kubeflow/model-registry/issues/3)
+    - [Tracker for details](https://github.com/kubeflow/hub/issues/3)
 
 ## See also
 
diff --git a/SECURITY.md b/SECURITY.md
index aa618dccff..f032ae6e19 100644
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -2,11 +2,11 @@
 
 ## Supported Versions
 
-Kubeflow Model Registry versions are expressed as `vX.Y.Z`, where X is the major version,
+Kubeflow Hub versions are expressed as `vX.Y.Z`, where X is the major version,
 Y is the minor version, and Z is the patch version, following the
 [Semantic Versioning](https://semver.org/) terminology.
 
-The Kubeflow Model Registry project maintains release branches for the most recent two minor releases.
+The Kubeflow Hub project maintains release branches for the most recent two minor releases.
 Applicable fixes, including security fixes, may be backported to those two release branches,
 depending on severity and feasibility.
 
@@ -20,7 +20,7 @@ Kubeflow Open Source Community. All reports are thoroughly investigated by Kubef
 
 You can use the following ways to report security vulnerabilities privately:
 
-- Using the Kubeflow Model Registry repository [GitHub Security Advisory](https://github.com/kubeflow/model-registry/security/advisories/new).
+- Using the Kubeflow Hub repository [GitHub Security Advisory](https://github.com/kubeflow/hub/security/advisories/new).
 - Using our private Kubeflow Steering Committee mailing list: ksc@kubeflow.org.
 
 Please provide detailed information to help us understand and address the issue promptly.
@@ -42,7 +42,7 @@ release notes and communicated through appropriate channels.
 
 ## Prevention Mechanisms
 
-Kubeflow Model Registry employs several measures to prevent security issues:
+Kubeflow Hub employs several measures to prevent security issues:
 
 **Code Reviews**: All code changes are reviewed by maintainers to ensure code quality and security.
 
diff --git a/api/openapi/catalog.yaml b/api/openapi/catalog.yaml
index 08a1dcb700..e181c18ecb 100644
--- a/api/openapi/catalog.yaml
+++ b/api/openapi/catalog.yaml
@@ -1,8 +1,8 @@
 openapi: 3.0.3
 info:
-  title: Model Catalog REST API
+  title: Catalog REST API
+  description: REST API for Kubeflow Hub Catalog
   version: v1alpha1
-  description: REST API for Model Registry to create and manage ML model metadata
   license:
     name: Apache 2.0
     url: "https://www.apache.org/licenses/LICENSE-2.0"
diff --git a/api/openapi/src/catalog.yaml b/api/openapi/src/catalog.yaml
index 91e8bdbb70..a80a14adce 100644
--- a/api/openapi/src/catalog.yaml
+++ b/api/openapi/src/catalog.yaml
@@ -1,8 +1,8 @@
 openapi: 3.0.3
 info:
-  title: Model Catalog REST API
+  title: Catalog REST API
+  description: REST API for Kubeflow Hub Catalog
   version: v1alpha1
-  description: REST API for Model Registry to create and manage ML model metadata
   license:
     name: Apache 2.0
     url: "https://www.apache.org/licenses/LICENSE-2.0"
diff --git a/catalog/README.md b/catalog/README.md
index 681e29284a..93259defe5 100644
--- a/catalog/README.md
+++ b/catalog/README.md
@@ -33,7 +33,7 @@ The catalog service operates as a **metadata aggregation layer** that:
 
 View the complete API specification:
 - [Swagger UI](https://www.kubeflow.org/docs/components/model-registry/reference/model-catalog-rest-api/#swagger-ui)
-- [Swagger Playground](https://petstore.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/model-registry/main/api/openapi/catalog.yaml)
+- [Swagger Playground](https://petstore.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/hub/main/api/openapi/catalog.yaml)
 
 ## Data Models
 
@@ -540,4 +540,4 @@ The catalog service is designed to complement the main Model Registry service by
 - Unified metadata aggregation
 - Read-only access to distributed model catalogs
 
-For complete Model Registry documentation, see the [main README](../README.md).
+For complete Kubeflow Hub documentation, see the [main README](../README.md).
diff --git a/catalog/clients/python/pyproject.toml b/catalog/clients/python/pyproject.toml
index f675fccb85..fbb2b33078 100644
--- a/catalog/clients/python/pyproject.toml
+++ b/catalog/clients/python/pyproject.toml
@@ -2,17 +2,17 @@
 name = "model-catalog"
 version = "0.1.0"
 description = "Client for Kubeflow Model Catalog"
-authors = ["Kubeflow Model Registry Team"]
+authors = ["Kubeflow Hub Team"]
 license = "Apache-2.0"
 readme = "README.md"
-homepage = "https://github.com/kubeflow/model-registry"
+homepage = "https://github.com/kubeflow/hub"
 packages = [
     { include = "model_catalog", from = "src" },
     { include = "catalog_openapi", from = "src" },
 ]
 
 [tool.poetry.urls]
-"Issues" = "https://github.com/kubeflow/model-registry/issues"
+"Issues" = "https://github.com/kubeflow/hub/issues"
 
 [tool.poetry.dependencies]
 python = "^3.10"
@@ -136,4 +136,3 @@ warn_redundant_casts = true
 warn_unused_ignores = true
 warn_no_return = true
 exclude = ["src/catalog_openapi/"]
-
diff --git a/catalog/internal/server/openapi/api.go b/catalog/internal/server/openapi/api.go
index d83446efad..690cc99eab 100644
--- a/catalog/internal/server/openapi/api.go
+++ b/catalog/internal/server/openapi/api.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/internal/server/openapi/api_mcp_catalog_service.go b/catalog/internal/server/openapi/api_mcp_catalog_service.go
index 6fc141dc56..0a1b704659 100644
--- a/catalog/internal/server/openapi/api_mcp_catalog_service.go
+++ b/catalog/internal/server/openapi/api_mcp_catalog_service.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/internal/server/openapi/api_model_catalog_service.go b/catalog/internal/server/openapi/api_model_catalog_service.go
index e5ccb4eb25..f70181b3aa 100644
--- a/catalog/internal/server/openapi/api_model_catalog_service.go
+++ b/catalog/internal/server/openapi/api_model_catalog_service.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/internal/server/openapi/error.go b/catalog/internal/server/openapi/error.go
index 23f4b70bae..04ecc73f8f 100644
--- a/catalog/internal/server/openapi/error.go
+++ b/catalog/internal/server/openapi/error.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/internal/server/openapi/helpers.go b/catalog/internal/server/openapi/helpers.go
index 018a6a7475..232c5ebfb4 100644
--- a/catalog/internal/server/openapi/helpers.go
+++ b/catalog/internal/server/openapi/helpers.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/internal/server/openapi/impl.go b/catalog/internal/server/openapi/impl.go
index 36a7634744..772785539f 100644
--- a/catalog/internal/server/openapi/impl.go
+++ b/catalog/internal/server/openapi/impl.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/internal/server/openapi/logger.go b/catalog/internal/server/openapi/logger.go
index fb3ebe69d0..59de4c78cc 100644
--- a/catalog/internal/server/openapi/logger.go
+++ b/catalog/internal/server/openapi/logger.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/internal/server/openapi/routers.go b/catalog/internal/server/openapi/routers.go
index 8d5a657775..d88d837265 100644
--- a/catalog/internal/server/openapi/routers.go
+++ b/catalog/internal/server/openapi/routers.go
@@ -1,9 +1,9 @@
 // Code generated by OpenAPI Generator (https://openapi-generator.tech); DO NOT EDIT.
 
 /*
- * Model Catalog REST API
+ * Catalog REST API
  *
- * REST API for Model Registry to create and manage ML model metadata
+ * REST API for Kubeflow Hub Catalog
  *
  * API version: v1alpha1
  */
diff --git a/catalog/pkg/openapi/api_mcp_catalog_service.go b/catalog/pkg/openapi/api_mcp_catalog_service.go
index 7f69e0dcea..84bbbc776a 100644
--- a/catalog/pkg/openapi/api_mcp_catalog_service.go
+++ b/catalog/pkg/openapi/api_mcp_catalog_service.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/api_model_catalog_service.go b/catalog/pkg/openapi/api_model_catalog_service.go
index 08f6246c50..2a9546240c 100644
--- a/catalog/pkg/openapi/api_model_catalog_service.go
+++ b/catalog/pkg/openapi/api_model_catalog_service.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/client.go b/catalog/pkg/openapi/client.go
index f243533402..e9600df0b3 100644
--- a/catalog/pkg/openapi/client.go
+++ b/catalog/pkg/openapi/client.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
@@ -40,7 +40,7 @@ var (
 	queryDescape    = strings.NewReplacer("%5B", "[", "%5D", "]")
 )
 
-// APIClient manages communication with the Model Catalog REST API API vv1alpha1
+// APIClient manages communication with the Catalog REST API API vv1alpha1
 // In most cases there should be only one, shared, APIClient.
 type APIClient struct {
 	cfg    *Configuration
diff --git a/catalog/pkg/openapi/configuration.go b/catalog/pkg/openapi/configuration.go
index f51dbfb7ff..c4779ed68d 100644
--- a/catalog/pkg/openapi/configuration.go
+++ b/catalog/pkg/openapi/configuration.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_artifact_type_query_param.go b/catalog/pkg/openapi/model_artifact_type_query_param.go
index 041c91f8e8..26b84e5b9b 100644
--- a/catalog/pkg/openapi/model_artifact_type_query_param.go
+++ b/catalog/pkg/openapi/model_artifact_type_query_param.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_base_model.go b/catalog/pkg/openapi/model_base_model.go
index 83f5e13dc0..c07c0e2c02 100644
--- a/catalog/pkg/openapi/model_base_model.go
+++ b/catalog/pkg/openapi/model_base_model.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_base_resource.go b/catalog/pkg/openapi/model_base_resource.go
index 43938ac14c..c00c1e2f7b 100644
--- a/catalog/pkg/openapi/model_base_resource.go
+++ b/catalog/pkg/openapi/model_base_resource.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_base_resource_dates.go b/catalog/pkg/openapi/model_base_resource_dates.go
index cd717ca091..21289d105c 100644
--- a/catalog/pkg/openapi/model_base_resource_dates.go
+++ b/catalog/pkg/openapi/model_base_resource_dates.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_base_resource_list.go b/catalog/pkg/openapi/model_base_resource_list.go
index ac240bbd30..7cdc7e6d00 100644
--- a/catalog/pkg/openapi/model_base_resource_list.go
+++ b/catalog/pkg/openapi/model_base_resource_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_artifact.go b/catalog/pkg/openapi/model_catalog_artifact.go
index cd61bc3907..e5d994059f 100644
--- a/catalog/pkg/openapi/model_catalog_artifact.go
+++ b/catalog/pkg/openapi/model_catalog_artifact.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_artifact_list.go b/catalog/pkg/openapi/model_catalog_artifact_list.go
index 8dd348d010..da0e3f7ebc 100644
--- a/catalog/pkg/openapi/model_catalog_artifact_list.go
+++ b/catalog/pkg/openapi/model_catalog_artifact_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_asset_type.go b/catalog/pkg/openapi/model_catalog_asset_type.go
index 2f884f74e9..bf1801629c 100644
--- a/catalog/pkg/openapi/model_catalog_asset_type.go
+++ b/catalog/pkg/openapi/model_catalog_asset_type.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_label.go b/catalog/pkg/openapi/model_catalog_label.go
index 95f2a6af54..a07af2b913 100644
--- a/catalog/pkg/openapi/model_catalog_label.go
+++ b/catalog/pkg/openapi/model_catalog_label.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_label_list.go b/catalog/pkg/openapi/model_catalog_label_list.go
index 4e1581e54b..486f388ce8 100644
--- a/catalog/pkg/openapi/model_catalog_label_list.go
+++ b/catalog/pkg/openapi/model_catalog_label_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_metrics_artifact.go b/catalog/pkg/openapi/model_catalog_metrics_artifact.go
index c4f254caf8..0685022325 100644
--- a/catalog/pkg/openapi/model_catalog_metrics_artifact.go
+++ b/catalog/pkg/openapi/model_catalog_metrics_artifact.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_model.go b/catalog/pkg/openapi/model_catalog_model.go
index 79ef66fe10..cf81f433f0 100644
--- a/catalog/pkg/openapi/model_catalog_model.go
+++ b/catalog/pkg/openapi/model_catalog_model.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_model_artifact.go b/catalog/pkg/openapi/model_catalog_model_artifact.go
index cf934793e9..e1cc1ed92a 100644
--- a/catalog/pkg/openapi/model_catalog_model_artifact.go
+++ b/catalog/pkg/openapi/model_catalog_model_artifact.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_model_list.go b/catalog/pkg/openapi/model_catalog_model_list.go
index a3a3543626..8dc1cf4bd4 100644
--- a/catalog/pkg/openapi/model_catalog_model_list.go
+++ b/catalog/pkg/openapi/model_catalog_model_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_source.go b/catalog/pkg/openapi/model_catalog_source.go
index 8f59a75585..4bf3453bc5 100644
--- a/catalog/pkg/openapi/model_catalog_source.go
+++ b/catalog/pkg/openapi/model_catalog_source.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_source_list.go b/catalog/pkg/openapi/model_catalog_source_list.go
index 9c51c934ea..03de96704e 100644
--- a/catalog/pkg/openapi/model_catalog_source_list.go
+++ b/catalog/pkg/openapi/model_catalog_source_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_source_preview_response.go b/catalog/pkg/openapi/model_catalog_source_preview_response.go
index 3a7e6645e9..7623cd35f5 100644
--- a/catalog/pkg/openapi/model_catalog_source_preview_response.go
+++ b/catalog/pkg/openapi/model_catalog_source_preview_response.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_source_preview_response_all_of_summary.go b/catalog/pkg/openapi/model_catalog_source_preview_response_all_of_summary.go
index e903cb82bf..5465ed200c 100644
--- a/catalog/pkg/openapi/model_catalog_source_preview_response_all_of_summary.go
+++ b/catalog/pkg/openapi/model_catalog_source_preview_response_all_of_summary.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_catalog_source_status.go b/catalog/pkg/openapi/model_catalog_source_status.go
index f995e30499..a874fcbc76 100644
--- a/catalog/pkg/openapi/model_catalog_source_status.go
+++ b/catalog/pkg/openapi/model_catalog_source_status.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_error.go b/catalog/pkg/openapi/model_error.go
index df6578b1f7..31d36aa8df 100644
--- a/catalog/pkg/openapi/model_error.go
+++ b/catalog/pkg/openapi/model_error.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_field_filter.go b/catalog/pkg/openapi/model_field_filter.go
index 370cfad264..3822997296 100644
--- a/catalog/pkg/openapi/model_field_filter.go
+++ b/catalog/pkg/openapi/model_field_filter.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_filter_option.go b/catalog/pkg/openapi/model_filter_option.go
index 7d8091c187..f45938af95 100644
--- a/catalog/pkg/openapi/model_filter_option.go
+++ b/catalog/pkg/openapi/model_filter_option.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_filter_option_range.go b/catalog/pkg/openapi/model_filter_option_range.go
index 8e69383b67..8d1460e39b 100644
--- a/catalog/pkg/openapi/model_filter_option_range.go
+++ b/catalog/pkg/openapi/model_filter_option_range.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_filter_options_list.go b/catalog/pkg/openapi/model_filter_options_list.go
index d30cfbf81e..7488910e0c 100644
--- a/catalog/pkg/openapi/model_filter_options_list.go
+++ b/catalog/pkg/openapi/model_filter_options_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_artifact.go b/catalog/pkg/openapi/model_mcp_artifact.go
index 9ec2b672b4..b9db9f1bb0 100644
--- a/catalog/pkg/openapi/model_mcp_artifact.go
+++ b/catalog/pkg/openapi/model_mcp_artifact.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_config_map_key.go b/catalog/pkg/openapi/model_mcp_config_map_key.go
index 259bf63ec0..4d80898fd6 100644
--- a/catalog/pkg/openapi/model_mcp_config_map_key.go
+++ b/catalog/pkg/openapi/model_mcp_config_map_key.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_config_map_requirement.go b/catalog/pkg/openapi/model_mcp_config_map_requirement.go
index 8db65abfa7..cd7f2f30e8 100644
--- a/catalog/pkg/openapi/model_mcp_config_map_requirement.go
+++ b/catalog/pkg/openapi/model_mcp_config_map_requirement.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_endpoints.go b/catalog/pkg/openapi/model_mcp_endpoints.go
index adfaf2757f..dc1b9e020a 100644
--- a/catalog/pkg/openapi/model_mcp_endpoints.go
+++ b/catalog/pkg/openapi/model_mcp_endpoints.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_env_var_metadata.go b/catalog/pkg/openapi/model_mcp_env_var_metadata.go
index 4555c71311..ab96eb6675 100644
--- a/catalog/pkg/openapi/model_mcp_env_var_metadata.go
+++ b/catalog/pkg/openapi/model_mcp_env_var_metadata.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_prerequisites.go b/catalog/pkg/openapi/model_mcp_prerequisites.go
index fe27213429..e06666f774 100644
--- a/catalog/pkg/openapi/model_mcp_prerequisites.go
+++ b/catalog/pkg/openapi/model_mcp_prerequisites.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_resource_recommendation.go b/catalog/pkg/openapi/model_mcp_resource_recommendation.go
index 56d24298e2..a4f48038cc 100644
--- a/catalog/pkg/openapi/model_mcp_resource_recommendation.go
+++ b/catalog/pkg/openapi/model_mcp_resource_recommendation.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_resource_recommendation_high.go b/catalog/pkg/openapi/model_mcp_resource_recommendation_high.go
index f307bbdaa9..7ebb17f50d 100644
--- a/catalog/pkg/openapi/model_mcp_resource_recommendation_high.go
+++ b/catalog/pkg/openapi/model_mcp_resource_recommendation_high.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_resource_recommendation_minimal.go b/catalog/pkg/openapi/model_mcp_resource_recommendation_minimal.go
index 7748d158b6..3f17cf65fb 100644
--- a/catalog/pkg/openapi/model_mcp_resource_recommendation_minimal.go
+++ b/catalog/pkg/openapi/model_mcp_resource_recommendation_minimal.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_resource_recommendation_recommended.go b/catalog/pkg/openapi/model_mcp_resource_recommendation_recommended.go
index d986731dcc..32cd8d16e1 100644
--- a/catalog/pkg/openapi/model_mcp_resource_recommendation_recommended.go
+++ b/catalog/pkg/openapi/model_mcp_resource_recommendation_recommended.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_runtime_metadata.go b/catalog/pkg/openapi/model_mcp_runtime_metadata.go
index 9a7b89fb40..1609dc3154 100644
--- a/catalog/pkg/openapi/model_mcp_runtime_metadata.go
+++ b/catalog/pkg/openapi/model_mcp_runtime_metadata.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_runtime_metadata_capabilities.go b/catalog/pkg/openapi/model_mcp_runtime_metadata_capabilities.go
index 456ac67d5d..06ef14a00a 100644
--- a/catalog/pkg/openapi/model_mcp_runtime_metadata_capabilities.go
+++ b/catalog/pkg/openapi/model_mcp_runtime_metadata_capabilities.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_runtime_metadata_health_endpoints.go b/catalog/pkg/openapi/model_mcp_runtime_metadata_health_endpoints.go
index f94ed1e576..09ca228927 100644
--- a/catalog/pkg/openapi/model_mcp_runtime_metadata_health_endpoints.go
+++ b/catalog/pkg/openapi/model_mcp_runtime_metadata_health_endpoints.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_secret_key.go b/catalog/pkg/openapi/model_mcp_secret_key.go
index c16664a535..1fc9c32652 100644
--- a/catalog/pkg/openapi/model_mcp_secret_key.go
+++ b/catalog/pkg/openapi/model_mcp_secret_key.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_secret_requirement.go b/catalog/pkg/openapi/model_mcp_secret_requirement.go
index 5a69173421..b50d85a653 100644
--- a/catalog/pkg/openapi/model_mcp_secret_requirement.go
+++ b/catalog/pkg/openapi/model_mcp_secret_requirement.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_security_indicator.go b/catalog/pkg/openapi/model_mcp_security_indicator.go
index 91dd3fe420..c25178d742 100644
--- a/catalog/pkg/openapi/model_mcp_security_indicator.go
+++ b/catalog/pkg/openapi/model_mcp_security_indicator.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_server.go b/catalog/pkg/openapi/model_mcp_server.go
index 74ec15a5b8..8e5551a492 100644
--- a/catalog/pkg/openapi/model_mcp_server.go
+++ b/catalog/pkg/openapi/model_mcp_server.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_server_list.go b/catalog/pkg/openapi/model_mcp_server_list.go
index 23d9f0e55f..d663c0425d 100644
--- a/catalog/pkg/openapi/model_mcp_server_list.go
+++ b/catalog/pkg/openapi/model_mcp_server_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_service_account_requirement.go b/catalog/pkg/openapi/model_mcp_service_account_requirement.go
index 8766bce973..32ce7f0c6a 100644
--- a/catalog/pkg/openapi/model_mcp_service_account_requirement.go
+++ b/catalog/pkg/openapi/model_mcp_service_account_requirement.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_tool.go b/catalog/pkg/openapi/model_mcp_tool.go
index 6b52c453d8..1557c18013 100644
--- a/catalog/pkg/openapi/model_mcp_tool.go
+++ b/catalog/pkg/openapi/model_mcp_tool.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_tool_parameter.go b/catalog/pkg/openapi/model_mcp_tool_parameter.go
index ce130a95e8..38bf9bded1 100644
--- a/catalog/pkg/openapi/model_mcp_tool_parameter.go
+++ b/catalog/pkg/openapi/model_mcp_tool_parameter.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_tool_with_server.go b/catalog/pkg/openapi/model_mcp_tool_with_server.go
index a61175b35e..d4f9127418 100644
--- a/catalog/pkg/openapi/model_mcp_tool_with_server.go
+++ b/catalog/pkg/openapi/model_mcp_tool_with_server.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_mcp_tools_list.go b/catalog/pkg/openapi/model_mcp_tools_list.go
index 4e042d02cc..3fd41d7dc4 100644
--- a/catalog/pkg/openapi/model_mcp_tools_list.go
+++ b/catalog/pkg/openapi/model_mcp_tools_list.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_metadata_bool_value.go b/catalog/pkg/openapi/model_metadata_bool_value.go
index aeb75906e1..9c348d2664 100644
--- a/catalog/pkg/openapi/model_metadata_bool_value.go
+++ b/catalog/pkg/openapi/model_metadata_bool_value.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_metadata_double_value.go b/catalog/pkg/openapi/model_metadata_double_value.go
index 0f7656731e..702208a1ef 100644
--- a/catalog/pkg/openapi/model_metadata_double_value.go
+++ b/catalog/pkg/openapi/model_metadata_double_value.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_metadata_int_value.go b/catalog/pkg/openapi/model_metadata_int_value.go
index 90838106e5..4fc420c4ac 100644
--- a/catalog/pkg/openapi/model_metadata_int_value.go
+++ b/catalog/pkg/openapi/model_metadata_int_value.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_metadata_proto_value.go b/catalog/pkg/openapi/model_metadata_proto_value.go
index 38cc2ebce6..ec2554eb52 100644
--- a/catalog/pkg/openapi/model_metadata_proto_value.go
+++ b/catalog/pkg/openapi/model_metadata_proto_value.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_metadata_string_value.go b/catalog/pkg/openapi/model_metadata_string_value.go
index 5145325950..c628bd565f 100644
--- a/catalog/pkg/openapi/model_metadata_string_value.go
+++ b/catalog/pkg/openapi/model_metadata_string_value.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_metadata_struct_value.go b/catalog/pkg/openapi/model_metadata_struct_value.go
index 461cb3a807..2e487dd3f1 100644
--- a/catalog/pkg/openapi/model_metadata_struct_value.go
+++ b/catalog/pkg/openapi/model_metadata_struct_value.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_metadata_value.go b/catalog/pkg/openapi/model_metadata_value.go
index d5da8bbb8b..21fd8b1db6 100644
--- a/catalog/pkg/openapi/model_metadata_value.go
+++ b/catalog/pkg/openapi/model_metadata_value.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_model_preview_result.go b/catalog/pkg/openapi/model_model_preview_result.go
index 026fc49202..8d6038a005 100644
--- a/catalog/pkg/openapi/model_model_preview_result.go
+++ b/catalog/pkg/openapi/model_model_preview_result.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_order_by_field.go b/catalog/pkg/openapi/model_order_by_field.go
index 62842ba968..483bc22eb7 100644
--- a/catalog/pkg/openapi/model_order_by_field.go
+++ b/catalog/pkg/openapi/model_order_by_field.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/model_sort_order.go b/catalog/pkg/openapi/model_sort_order.go
index 0a9a63ed54..2b81b6dd01 100644
--- a/catalog/pkg/openapi/model_sort_order.go
+++ b/catalog/pkg/openapi/model_sort_order.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/response.go b/catalog/pkg/openapi/response.go
index f881c50586..4cd656ec07 100644
--- a/catalog/pkg/openapi/response.go
+++ b/catalog/pkg/openapi/response.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/catalog/pkg/openapi/utils.go b/catalog/pkg/openapi/utils.go
index 1f1b3f00d0..94c7286976 100644
--- a/catalog/pkg/openapi/utils.go
+++ b/catalog/pkg/openapi/utils.go
@@ -1,7 +1,7 @@
 /*
-Model Catalog REST API
+Catalog REST API
 
-REST API for Model Registry to create and manage ML model metadata
+REST API for Kubeflow Hub Catalog
 
 API version: v1alpha1
 */
diff --git a/clients/python/README.md b/clients/python/README.md
index a2ee4e89c3..74b90aaf8a 100644
--- a/clients/python/README.md
+++ b/clients/python/README.md
@@ -1,6 +1,6 @@
 # Model Registry Python Client
 
-[![Python](https://img.shields.io/badge/python%20-3.9%7C3.10%7C3.11%7C3.12-blue)](https://github.com/kubeflow/model-registry)
+[![Python](https://img.shields.io/badge/python%20-3.9%7C3.10%7C3.11%7C3.12-blue)](https://github.com/kubeflow/hub)
 [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](../../../LICENSE)
 [![Read the Docs](https://img.shields.io/readthedocs/model-registry)](https://model-registry.readthedocs.io/en/latest/)
 [![Tutorial Website](https://img.shields.io/badge/Website-green?style=plastic&label=Tutorial&labelColor=blue)](https://www.kubeflow.org/docs/components/model-registry/getting-started/)
@@ -11,7 +11,7 @@ This library provides a high level interface for interacting with a model regist
 >
 > This Kubeflow component has **alpha** status with limited support.
 > See the [Kubeflow versioning policies](https://www.kubeflow.org/docs/started/support/#application-status).
-> The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/model-registry) about the usability of the feature.
+> The Kubeflow team is interested in your [feedback](https://github.com/kubeflow/hub) about the usability of the feature.
 
 ## Installation
 
@@ -176,7 +176,7 @@ for version in registry.get_model_versions("my-model"):
     ... # your logic using `version` loop variable here
 ```
 
-<!-- see https://github.com/kubeflow/model-registry/issues/358 until fixed, the below is just easier not to mention in the doc.
+<!-- see https://github.com/kubeflow/hub/issues/358 until fixed, the below is just easier not to mention in the doc.
 
 You can also use `order_by_creation_time`, `order_by_update_time`, or `order_by_id` to change the sorting order
 
@@ -507,7 +507,7 @@ To run the e2e tests you will need [kind](https://kind.sigs.k8s.io/) to be insta
 
 ### Running Locally on Mac M1 or M2 (arm64 architecture)
 
-Check out our [recommendations on setting up your docker engine](https://github.com/kubeflow/model-registry/blob/main/CONTRIBUTING.md#docker-engine) on an ARM processor.
+Check out our [recommendations on setting up your docker engine](https://github.com/kubeflow/hub/blob/main/CONTRIBUTING.md#docker-engine) on an ARM processor.
 
 
 ### Troubleshooting
diff --git a/clients/python/pyproject.toml b/clients/python/pyproject.toml
index 15eeed4a1e..83e6f6bb7f 100644
--- a/clients/python/pyproject.toml
+++ b/clients/python/pyproject.toml
@@ -5,14 +5,14 @@ description = "Client for Kubeflow Model Registry"
 authors = ["Isabella Basso do Amaral <idoamara@redhat.com>"]
 license = "Apache-2.0"
 readme = "README.md"
-homepage = "https://github.com/kubeflow/model-registry"
+homepage = "https://github.com/kubeflow/hub"
 packages = [
     { include = "model_registry", from = "src" },
     { include = "mr_openapi", from = "src" },
 ]
 
 [tool.poetry.urls]
-"Issues" = "https://github.com/kubeflow/model-registry/issues"
+"Issues" = "https://github.com/kubeflow/hub/issues"
 
 [tool.poetry.dependencies]
 python = ">= 3.10, < 4.0"
diff --git a/clients/python/src/model_registry/_client.py b/clients/python/src/model_registry/_client.py
index dfa67e9c8b..785f66a014 100644
--- a/clients/python/src/model_registry/_client.py
+++ b/clients/python/src/model_registry/_client.py
@@ -1006,4 +1006,4 @@ def exp_run_logs(options: ListOptions) -> list[ExperimentRunArtifact]:
         return Pager[ExperimentRunArtifact](exp_run_logs)
 
     # TODO: consider porting get_artifacts method here
-    # https://github.com/kubeflow/model-registry/pull/1536
+    # https://github.com/kubeflow/hub/pull/1536
diff --git a/clients/python/tests/regression_test.py b/clients/python/tests/regression_test.py
index 8854db6e77..075212ae8b 100644
--- a/clients/python/tests/regression_test.py
+++ b/clients/python/tests/regression_test.py
@@ -11,7 +11,7 @@
 def test_create_tagged_version(register_model_with_version):
     """Test regression for creating tagged versions.
 
-    Reported on: https://github.com/kubeflow/model-registry/issues/255
+    Reported on: https://github.com/kubeflow/hub/issues/255
     """
     name = "test_model"
     version = "model:latest"
@@ -26,7 +26,7 @@ def test_get_model_without_user_token(
 ):
     """Test regression for using client methods without an user_token in the init arguments.
 
-    Reported on: https://github.com/kubeflow/model-registry/issues/340
+    Reported on: https://github.com/kubeflow/hub/issues/340
     """
     assert setup_env_user_token != ""
     name = "test_model"
@@ -45,7 +45,7 @@ def test_get_model_without_user_token(
 def test_get_few_registered_models(client: ModelRegistry):
     """Test regression for paging without next page token.
 
-    Reported on: https://github.com/kubeflow/model-registry/issues/348
+    Reported on: https://github.com/kubeflow/hub/issues/348
     """
     models = 9
 
@@ -71,7 +71,7 @@ def test_get_few_registered_models(client: ModelRegistry):
 async def test_create_standalone_model_artifact(client: ModelRegistry, register_model_with_version):
     """Test regression for creating standalone model artifact.
 
-    Reported on: https://github.com/kubeflow/model-registry/issues/231"""
+    Reported on: https://github.com/kubeflow/hub/issues/231"""
     ma = ModelArtifact(uri="s3")
     async with client._api.get_client() as api:
         new_raw_ma = await api.create_model_artifact(ma.create())
diff --git a/clients/python/tests/test_utils.py b/clients/python/tests/test_utils.py
index 2e782adabb..c78648942b 100644
--- a/clients/python/tests/test_utils.py
+++ b/clients/python/tests/test_utils.py
@@ -230,7 +230,7 @@ def temp_auth_file_wrapper(auth):
 def test_save_to_oci_registry_preserves_dir_structure(mocker, tmp_path):
     """Verify one layer per file with correct directory structure via root_dir.
 
-    Regression test for https://github.com/kubeflow/model-registry/issues/2437
+    Regression test for https://github.com/kubeflow/hub/issues/2437
     With root_dir support we expect:
     - One layer per individual file (not one layer per top-level subdir)
     - Original directory structure preserved (paths relative to root_dir)
diff --git a/clients/ui/CONTRIBUTING.md b/clients/ui/CONTRIBUTING.md
index 5059bf75fe..b31803b41a 100644
--- a/clients/ui/CONTRIBUTING.md
+++ b/clients/ui/CONTRIBUTING.md
@@ -2,8 +2,8 @@
 [BFF requirements]: ./bff/README.md#pre-requisites
 [frontend dev setup]: ./frontend/docs/dev-setup.md#development
 [BFF dev setup]: ./bff/README.md#development
-[issue]: https://github.com/kubeflow/model-registry/issues/new/choose
-[contributing guidelines]: https://github.com/kubeflow/model-registry/blob/main/CONTRIBUTING.md
+[issue]: https://github.com/kubeflow/hub/issues/new/choose
+[contributing guidelines]: https://github.com/kubeflow/hub/blob/main/CONTRIBUTING.md
 # Contributing
 
 Individual bug fixes are welcome. Please open an [issue] to track the fix you are planning to implement. If you are unsure how best to solve it, start by opening the issue and note your desire to contribute.
@@ -28,9 +28,9 @@ To run the mocked development environment you can either:
 
 ### Kubernetes Deployment
 
-For an in-depth guide on how to deploy the Model Registry UI, please refer to the [local kubernetes deployment](./docs/local-deployment-guide.md) documentation.
+For an in-depth guide on how to deploy the Kubeflow Hub UI, please refer to the [local kubernetes deployment](./docs/local-deployment-guide.md) documentation.
 
-To quickly enable the Model Registry UI in your Kind cluster, you can use the following command:
+To quickly enable the Kubeflow Hub UI in your Kind cluster, you can use the following command:
 
 ```shell
 make kind-deployment
@@ -38,4 +38,4 @@ make kind-deployment
 
 ## Debugging and Testing
 
-See [frontend testing guidelines](frontend/docs/testing.md) for testing the frontend.
\ No newline at end of file
+See [frontend testing guidelines](frontend/docs/testing.md) for testing the frontend.
diff --git a/clients/ui/README.md b/clients/ui/README.md
index 6ca0fde9ba..68d21788aa 100644
--- a/clients/ui/README.md
+++ b/clients/ui/README.md
@@ -1,26 +1,26 @@
 [frontend requirements]: ./frontend/docs/dev-setup.md#requirements
 [BFF requirements]: ./bff/README.md#pre-requisites
-[Model registry UI]: ./docs/README.md
+[Kubeflow Hub UI]: ./docs/README.md
 [contributing guidelines]: ./CONTRIBUTING.md
 
-# Model Registry UI
+# Kubeflow Hub UI
 
 ## Overview
 
-The Model Registry UI is a standalone web app for Kubeflow Model Registry. In this repository, you will find the frontend and backend for the Model Registry UI.
+The Kubeflow Hub UI is a standalone web app for Kubeflow Kubeflow Hub. In this repository, you will find the frontend and backend for the Kubeflow Hub UI.
 
 ## Contributing
 
-You can check the [contributing guidelines] for more information on how to contribute to the Model Registry UI.
+You can check the [contributing guidelines] for more information on how to contribute to the Kubeflow Hub UI.
 
 ## OpenAPI Specification
 
-You can find the OpenAPI specification for the Model Registry UI in the [openapi](./api/openapi) directory.
-A live version of the OpenAPI specification can be found [here](https://editor.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/model-registry/main/clients/ui/api/openapi/mod-arch.yaml).
+You can find the OpenAPI specification for the Kubeflow Hub UI in the [openapi](./api/openapi) directory.
+A live version of the OpenAPI specification can be found [here](https://editor.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/hub/main/clients/ui/api/openapi/mod-arch.yaml).
 
 ## Targeted environments
 
-There's two main environments that the Model Registry UI is targeted for:
+There's two main environments that the Kubeflow Hub UI is targeted for:
 
 1. **Standalone**: This is the default environment for local development. The UI is served by the BFF and the BFF is responsible for serving the API requests. The BFF exposes a `/namespace` endpoint that returns all the namespaces in the cluster and the UI sends a user header `kubeflow-user` to authenticate the calls.
 
@@ -28,7 +28,7 @@ There's two main environments that the Model Registry UI is targeted for:
 
 ## Environment Variables
 
-The following environment variables are used to configure the deployment and development environment for the Model Registry UI. These variables should be defined in a `.env.local` file in the `clients/ui` directory of the project. **This values will affect the build and push commands**.
+The following environment variables are used to configure the deployment and development environment for the Kubeflow Hub UI. These variables should be defined in a `.env.local` file in the `clients/ui` directory of the project. **This values will affect the build and push commands**.
 
 ### `CONTAINER_TOOL`
 
@@ -130,4 +130,4 @@ The standalone image includes K8s test binaries to support the `--mock-k8s-clien
 
 ## Deployments
 
-For more information on how to deploy the Model Registry UI, please refer to the [Model registry UI] documentation.
+For more information on how to deploy the Kubeflow Hub UI, please refer to the [Kubeflow Hub UI] documentation.
diff --git a/clients/ui/bff/README.md b/clients/ui/bff/README.md
index 3b10306738..c633fd4fec 100644
--- a/clients/ui/bff/README.md
+++ b/clients/ui/bff/README.md
@@ -1,6 +1,6 @@
-# Kubeflow Model Registry UI BFF
+# Kubeflow Hub UI BFF
 
-The Kubeflow Model Registry UI BFF is the _backend for frontend_ (BFF) used by the Kubeflow Model Registry UI.
+The Kubeflow Hub UI BFF is the _backend for frontend_ (BFF) used by the Kubeflow Hub UI.
 
 ## Pre-requisites:
 
@@ -14,7 +14,7 @@ To be operational, our BFF needs the Model Registry backend running.
 
 > **NOTE:** Docker compose must be installed in your environment.
 
-There are two `docker-compose` files located at the [root](https://github.com/kubeflow/model-registry) of Model Registry repository that make the startup of both model registry easier by simply running:
+There are two `docker-compose` files located at the [root](https://github.com/kubeflow/hub) of Model Registry repository that make the startup of both model registry easier by simply running:
 
 ```shell
 docker compose -f docker-compose[-local].yaml up
@@ -567,7 +567,7 @@ labels:
 #...
 ```
 
-You can view the complete Model Registry service manifest [here](https://github.com/kubeflow/model-registry/blob/main/manifests/kustomize/base/model-registry-service.yaml#L10).
+You can view the complete Model Registry service manifest [here](https://github.com/kubeflow/hub/blob/main/manifests/kustomize/base/model-registry-service.yaml#L10).
 
 #### 2. What is the structure of the mock Kubernetes environment?
 
diff --git a/clients/ui/bff/docs/extensions.md b/clients/ui/bff/docs/extensions.md
index 7366907f8c..ae110a16bc 100644
--- a/clients/ui/bff/docs/extensions.md
+++ b/clients/ui/bff/docs/extensions.md
@@ -67,7 +67,7 @@ import (
     // ... other imports ...
 
     // Import downstream handlers to register overrides via init()
-    _ "github.com/kubeflow/model-registry/ui/bff/internal/redhat/handlers"
+    _ "github.com/kubeflow/hub/ui/bff/internal/redhat/handlers"
 )
 ```
 
@@ -98,8 +98,8 @@ import (
 
     "github.com/julienschmidt/httprouter"
 
-    "github.com/kubeflow/model-registry/ui/bff/internal/api"
-    "github.com/kubeflow/model-registry/ui/bff/internal/constants"
+    "github.com/kubeflow/hub/ui/bff/internal/api"
+    "github.com/kubeflow/hub/ui/bff/internal/constants"
 )
 
 // Mirror the upstream handler ID string
@@ -180,8 +180,8 @@ import (
     "net/http"
 
     "github.com/julienschmidt/httprouter"
-    "github.com/kubeflow/model-registry/ui/bff/internal/api"
-    "github.com/kubeflow/model-registry/ui/bff/internal/constants"
+    "github.com/kubeflow/hub/ui/bff/internal/api"
+    "github.com/kubeflow/hub/ui/bff/internal/constants"
 )
 
 const kubernetesServicesListHandlerID = api.HandlerID("kubernetes:services:list")
@@ -252,14 +252,14 @@ func myHandler(app *api.App) httprouter.Handle {
         // Use the client to interact with Kubernetes
         // The client interface is defined in internal/integrations/kubernetes
         namespace := r.Context().Value(constants.NamespaceHeaderParameterKey).(string)
-        
+
         // Example: Get service details
         services, err := client.GetServiceDetails(r.Context(), namespace)
         if err != nil {
             app.ServerError(w, r, err)
             return
         }
-        
+
         // Process services...
     })
 }
@@ -276,23 +276,23 @@ When building downstream handlers, you'll commonly import these packages:
 ```go
 import (
     // Core API types and App
-    "github.com/kubeflow/model-registry/ui/bff/internal/api"
-    
+    "github.com/kubeflow/hub/ui/bff/internal/api"
+
     // Configuration types
-    "github.com/kubeflow/model-registry/ui/bff/internal/config"
-    
+    "github.com/kubeflow/hub/ui/bff/internal/config"
+
     // Context keys for namespace, identity, etc.
-    "github.com/kubeflow/model-registry/ui/bff/internal/constants"
-    
+    "github.com/kubeflow/hub/ui/bff/internal/constants"
+
     // Kubernetes client interface
-    k8s "github.com/kubeflow/model-registry/ui/bff/internal/integrations/kubernetes"
-    
+    k8s "github.com/kubeflow/hub/ui/bff/internal/integrations/kubernetes"
+
     // Data models
-    "github.com/kubeflow/model-registry/ui/bff/internal/models"
-    
+    "github.com/kubeflow/hub/ui/bff/internal/models"
+
     // Upstream repositories (if needed)
-    "github.com/kubeflow/model-registry/ui/bff/internal/repositories"
-    
+    "github.com/kubeflow/hub/ui/bff/internal/repositories"
+
     // Router
     "github.com/julienschmidt/httprouter"
 )
@@ -322,7 +322,7 @@ func TestMyHandler_MockMode(t *testing.T) {
     cfg := config.EnvConfig{
         MockK8Client: true,
     }
-    
+
     // Your handler factory should return buildDefault() or mock behavior
     // when app.Config().MockK8Client is true
 }
@@ -344,7 +344,7 @@ func myOverrideFactory(app *api.App, buildDefault func() httprouter.Handle) http
     if !shouldUseDownstreamOverrides(app) {
         return buildDefault()
     }
-    
+
     // Real implementation
     return func(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
         // ...
diff --git a/clients/ui/bff/internal/integrations/httpclient/http.go b/clients/ui/bff/internal/integrations/httpclient/http.go
index beec6a36f8..30c6d7b6cf 100644
--- a/clients/ui/bff/internal/integrations/httpclient/http.go
+++ b/clients/ui/bff/internal/integrations/httpclient/http.go
@@ -102,7 +102,7 @@ func (c *HTTPClient) GET(url string) ([]byte, error) {
 		}
 		//Sometimes the code comes empty from model registry API
 		//also not all error codes are correctly implemented
-		//see https://github.com/kubeflow/model-registry/issues/95
+		//see https://github.com/kubeflow/hub/issues/95
 		if httpError.Code == "" {
 			httpError.Code = strconv.Itoa(response.StatusCode)
 		}
@@ -163,7 +163,7 @@ func (c *HTTPClient) POSTWithContentType(url string, body io.Reader, contentType
 		}
 		//Sometimes the code comes empty from model registry API
 		//also not all error codes are correctly implemented
-		//see https://github.com/kubeflow/model-registry/issues/95
+		//see https://github.com/kubeflow/hub/issues/95
 		if httpError.Code == "" {
 			httpError.Code = strconv.Itoa(response.StatusCode)
 		}
@@ -220,7 +220,7 @@ func (c *HTTPClient) PATCH(url string, body io.Reader) ([]byte, error) {
 		}
 		//Sometimes the code comes empty from model registry API
 		//also not all error codes are correctly implemented
-		//see https://github.com/kubeflow/model-registry/issues/95
+		//see https://github.com/kubeflow/hub/issues/95
 		if httpError.Code == "" {
 			httpError.Code = strconv.Itoa(response.StatusCode)
 		}
diff --git a/clients/ui/docs/README.md b/clients/ui/docs/README.md
index 885c3774cf..66e02c4b41 100644
--- a/clients/ui/docs/README.md
+++ b/clients/ui/docs/README.md
@@ -2,9 +2,9 @@
 [Local deployment UI]: ./local-deployment-guide-ui.md
 [Kubeflow development]: ./kubeflow-development-guide.md
 
-# Model Registry UI Docs
+# Kubeflow Hub UI Docs
 
-This directory contains documentation for the Model Registry UI.
+This directory contains documentation for the Kubeflow Hub UI.
 
 ## Local Deployment Guide
 
diff --git a/clients/ui/docs/kubeflow-development-guide.md b/clients/ui/docs/kubeflow-development-guide.md
index f6b0f1805d..3eada2ad53 100644
--- a/clients/ui/docs/kubeflow-development-guide.md
+++ b/clients/ui/docs/kubeflow-development-guide.md
@@ -5,7 +5,7 @@
 ## Prerequisites
 
 - [Kubeflow repo](https://github.com/kubeflow/kubeflow/tree/master/components/centraldashboard#development)
-- [Model Registry repo](../README.md)
+- [Hub repo](../README.md)
 
 ## Setup
 
@@ -32,7 +32,7 @@
 npm run dev
 ```
 
-### Model Registry repo
+### Hub repo
 
 1. Just run the repo in kubeflow dev mode
 
@@ -42,7 +42,7 @@ make dev-start-kubeflow
 
 ### Access the cluster
 
-You need to have a kubeflow cluster up and running, to get the Model Registry working you'll need to port-forward these two services:
+You need to have a kubeflow cluster up and running, to get the Hub working you'll need to port-forward these two services:
 
 ```shell
 kubectl port-forward service/model-registry-service 8085:8080 -n <targeted-namespace-of-the-mr-service>
@@ -52,6 +52,6 @@ kubectl port-forward service/model-registry-service 8085:8080 -n <targeted-names
 kubectl port-forward svc/profiles-kfam 8081:8081 -n kubeflow
 ```
 
-After setting up port forwarding, you can access the UI by navigating to:  
+After setting up port forwarding, you can access the UI by navigating to:
 
 http://localhost:8080
diff --git a/clients/ui/docs/local-deployment-guide-ui.md b/clients/ui/docs/local-deployment-guide-ui.md
index 701c6cdbb0..1e6a28afe0 100644
--- a/clients/ui/docs/local-deployment-guide-ui.md
+++ b/clients/ui/docs/local-deployment-guide-ui.md
@@ -1,10 +1,10 @@
-[Model registry server set up]: ../../bff/docs/dev-guide.md
+[Hub server set up]: ../../bff/docs/dev-guide.md
 
-# Deploying the Model Registry UI in a local cluster
+# Deploying the Hub UI in a local cluster
 
 For this guide, we will be using kind for locally deploying our cluster. See
-the [Model registry server set up] guide for prerequisites on setting up kind
-and deploying the model registry server.
+the [Hub server set up] guide for prerequisites on setting up kind
+and deploying the Hub server.
 
 ## Setup
 
@@ -35,7 +35,7 @@ make docker-push-standalone
 
 **Note: You will need to set up `IMG_UI_STANDALONE` in your .env.local file to push the image to your own registry.**
 
-### 4. Deploy Model Registry UI to cluster
+### 4. Deploy Kubeflow Hub UI to cluster
 
 You can now deploy the UI and BFF to your newly created cluster using the kustomize configs in the root manifest directory:
 
diff --git a/clients/ui/docs/local-deployment-guide.md b/clients/ui/docs/local-deployment-guide.md
index 5266b89b3c..0816c5ce76 100644
--- a/clients/ui/docs/local-deployment-guide.md
+++ b/clients/ui/docs/local-deployment-guide.md
@@ -1,6 +1,6 @@
 # Local Deployment Guide
 
-## Local kubernetes deployment of Model Registry
+## Local kubernetes deployment of Kubeflow Hub
 
 To test the BFF locally without mocking the k8s calls the Model Registry backend can be deployed locally using kind.
 
@@ -24,7 +24,7 @@ Create a local cluster for running the MR backend using the following command:
 kind create cluster
 ```
 
-Kind will start creating a new local cluster for you to deploy, once it has completed verify you can access the cluster 
+Kind will start creating a new local cluster for you to deploy, once it has completed verify you can access the cluster
 using kubectl by running:
 
 ```shell
@@ -58,7 +58,7 @@ You can now deploy the MR backend to your newly created cluster using the kustom
 running:
 
 ```shell
-kubectl apply -k "https://github.com/kubeflow/model-registry/manifests/kustomize/overlays/db"
+kubectl apply -k "https://github.com/kubeflow/hub/manifests/kustomize/overlays/db"
 ```
 
 Wait for the model registry deployment to spin up, alternatively run:
@@ -77,7 +77,7 @@ Two pods should be listed, `model-registry-db-xxx` and `model-registry-deploymen
 
 ##### NOTE: Issues running on arm64 architecture
 
-There is currently an issue deploying to an arm64 device such as a Mac with an M-series chip. This is because the MySql 
+There is currently an issue deploying to an arm64 device such as a Mac with an M-series chip. This is because the MySql
 image tag deployed by the manifests does not have an arm64 compatible image. To work around this you can use a modified
 manifest deployed in a fork of the repo - you can use this by running the below command instead of the first command in
 section 3 of this guide.
@@ -88,7 +88,7 @@ kubectl apply -k "https://github.com/alexcreasy/model-registry/manifests/kustomi
 
 Note: an issue has been filed regarding this ticket here:
 
-* [#266 Cannot deploy to k8s on AArch64 nodes using manifests in repo](https://github.com/kubeflow/model-registry/issues/266)
+* [#266 Cannot deploy to k8s on AArch64 nodes using manifests in repo](https://github.com/kubeflow/hub/issues/266)
 
 #### 4. Setup a port forward to the service
 
diff --git a/clients/ui/frontend/README.md b/clients/ui/frontend/README.md
index fc56d74b09..a8829d8eee 100644
--- a/clients/ui/frontend/README.md
+++ b/clients/ui/frontend/README.md
@@ -1,11 +1,11 @@
 [contributing guidelines]: ../CONTRIBUTING.md
 [Dev setup & Requirements]: docs/dev-setup.md
-[Model Registry UI documentation]: docs/README.md
-[issue]: https://github.com/kubeflow/model-registry/issues/new/choose
+[Kubeflow Hub UI documentation]: docs/README.md
+[issue]: https://github.com/kubeflow/hub/issues/new/choose
 
-# Kubeflow Model Registry UI
+# Kubeflow Hub UI
 
-The Kubeflow Model Registry UI is a standalone web app for Kubeflow Model Registry.
+The Kubeflow Hub UI is a standalone web app for Kubeflow Hub.
 
 ## Contributing
 
@@ -15,7 +15,7 @@ We do have some [contributing guidelines] you can follow.
 
 ## Documentation
 
-Read more about the Model Registry UI in one of our documentation links.
+Read more about the Hub UI in one of our documentation links.
 
 * [Dev setup & Requirements]
-* [Model Registry UI documentation]
+* [Hub UI documentation]
diff --git a/clients/ui/frontend/docs/README.md b/clients/ui/frontend/docs/README.md
index 433094ccf2..b76d783291 100644
--- a/clients/ui/frontend/docs/README.md
+++ b/clients/ui/frontend/docs/README.md
@@ -3,9 +3,9 @@
 [Testing]: testing.md
 [Environment Variables]: env-variables.md
 
-# Model Registry UI Documentation
+# Kubeflow Hub UI Documentation
 
-This is the general documentation of the Model Registry UI.
+This is the general documentation of the Kubeflow Hub UI.
 
 ## Developer Readmes
 
diff --git a/clients/ui/frontend/docs/architecture.md b/clients/ui/frontend/docs/architecture.md
index f2a9f0383a..313603a6ff 100644
--- a/clients/ui/frontend/docs/architecture.md
+++ b/clients/ui/frontend/docs/architecture.md
@@ -1,7 +1,7 @@
-# Model Registry UI Architecture
+# Kubeflow Hub UI Architecture
 
 ## Overview
 
 ![Overview](./meta/arch-overview.png)
 
-The Model Registry UI is a web application that provides a user interface for interacting with the Model Registry API. The UI is built using React and communicates with the Model Registry API using RESTful HTTP requests. The UI is designed to be responsive and accessible, providing a user-friendly experience for users interacting with the Model Registry.
+The Kubeflow Hub UI is a web application that provides a user interface for interacting with the Kubeflow Hub API. The UI is built using React and communicates with the Kubeflow Hub API using RESTful HTTP requests. The UI is designed to be responsive and accessible, providing a user-friendly experience for users interacting with the Kubeflow Hub.
diff --git a/clients/ui/frontend/docs/dev-setup.md b/clients/ui/frontend/docs/dev-setup.md
index 4cdcc73711..f3487a9662 100644
--- a/clients/ui/frontend/docs/dev-setup.md
+++ b/clients/ui/frontend/docs/dev-setup.md
@@ -13,7 +13,7 @@ This project requires the following tools to be installed on your system:
 1. Clone the repository
 
       ``` bash
-      git clone https://github.com/kubeflow/model-registry
+      git clone https://github.com/kubeflow/hub
       ```
 
 2. Within the repo context, install project dependencies
diff --git a/clients/ui/frontend/docs/env-variables.md b/clients/ui/frontend/docs/env-variables.md
index 8db9a9066a..3e0220aa2d 100644
--- a/clients/ui/frontend/docs/env-variables.md
+++ b/clients/ui/frontend/docs/env-variables.md
@@ -1,6 +1,6 @@
 # Environment Variables
 
-The following environment variables are used to configure the deployment and development environment for the Model Registry UI. These variables should be defined in a `.env.local` file in the `clients/ui` directory of the project. **These values will affect the build and push commands**.
+The following environment variables are used to configure the deployment and development environment for the Kubeflow Hub UI. These variables should be defined in a `.env.local` file in the `clients/ui` directory of the project. **These values will affect the build and push commands**.
 
 - `LOGO=logo-light-theme.svg`
   - The file name for the logo used in the light theme.
diff --git a/clients/ui/frontend/docs/testing.md b/clients/ui/frontend/docs/testing.md
index 3e2c582b57..d3f15cfc05 100644
--- a/clients/ui/frontend/docs/testing.md
+++ b/clients/ui/frontend/docs/testing.md
@@ -1,4 +1,4 @@
-# Model Registry UI Testing
+# Kubeflow Hub UI Testing
 
 ## Cypress Tests
 
diff --git a/clients/ui/frontend/package.json b/clients/ui/frontend/package.json
index 546ada379e..9131bc456a 100644
--- a/clients/ui/frontend/package.json
+++ b/clients/ui/frontend/package.json
@@ -1,9 +1,9 @@
 {
   "name": "model-registry-ui",
   "version": "1.0.0",
-  "description": "An user interface for Kubeflow Model Registry project",
-  "repository": "https://github.com/kubeflow/model-registry.git",
-  "homepage": "https://github.com/kubeflow/model-registry",
+  "description": "An user interface for Kubeflow Hub project",
+  "repository": "https://github.com/kubeflow/hub.git",
+  "homepage": "https://github.com/kubeflow/hub",
   "license": "Apache-2.0",
   "private": true,
   "engines": {
diff --git a/clients/ui/scripts/deploy_kind_cluster.sh b/clients/ui/scripts/deploy_kind_cluster.sh
index f67a61c189..1d4b35a82c 100755
--- a/clients/ui/scripts/deploy_kind_cluster.sh
+++ b/clients/ui/scripts/deploy_kind_cluster.sh
@@ -26,7 +26,7 @@ else
 fi
 # Step 3: Deploy Model Registry to cluster
 echo "Deploying Model Registry to cluster..."
-kubectl apply -k "https://github.com/kubeflow/model-registry/manifests/kustomize/overlays/db"
+kubectl apply -k "https://github.com/kubeflow/hub/manifests/kustomize/overlays/db"
 
 # Wait for deployment to be available
 echo "Waiting for Model Registry deployment to be available..."
diff --git a/cmd/csi/GET_STARTED.md b/cmd/csi/GET_STARTED.md
index bce57c4fff..e43345d472 100644
--- a/cmd/csi/GET_STARTED.md
+++ b/cmd/csi/GET_STARTED.md
@@ -37,7 +37,7 @@ All the following instructions should be performed from the model-registry root
 
     ```bash
     TAG=$(git rev-parse HEAD) && \
-    MR_IMG=kubeflow/model-registry:$TAG && \
+    MR_IMG=kubeflow/hub:$TAG && \
     make IMG_VERSION=$TAG image/build && \
     kind load docker-image $MR_IMG
     ```
@@ -56,7 +56,7 @@ All the following instructions should be performed from the model-registry root
     Either, using the local model-registry library as dependency:
     ```bash
     TAG=$(git rev-parse HEAD)
-    IMG=kubeflow/model-registry-storage-initializer:$TAG && \ 
+    IMG=ghcr.io/kubeflow/hub/storage-initializer:$TAG && \
     make IMG_VERSION=$TAG IMG_REPO=model-registry-storage-initializer image/build && \
     kind load docker-image $IMG
     ```
@@ -249,4 +249,3 @@ EOF
     SERVICE_HOSTNAME=$(kubectl get inferenceservice iris-model -n kserve-test -o jsonpath='{.status.url}' | cut -d "/" -f 3)
     curl -v -H "Host: ${SERVICE_HOSTNAME}" -H "Content-Type: application/json" "http://${INGRESS_HOST}:${INGRESS_PORT}/v1/models/iris-model:predict" -d @/tmp/iris-input.json
     ```
-
diff --git a/cmd/csi/README.md b/cmd/csi/README.md
index 4cc62baff0..918d3a0cf7 100644
--- a/cmd/csi/README.md
+++ b/cmd/csi/README.md
@@ -1,12 +1,12 @@
 # Model Registry Custom Storage Initializer
 
-This is a Model Registry specific implementation of a KServe Custom Storage Initializer (CSI). 
+This is a Model Registry specific implementation of a KServe Custom Storage Initializer (CSI).
 More details on what `Custom Storage Initializer` is can be found in the [KServe doc](https://kserve.github.io/website/0.11/modelserving/storage/storagecontainers/).
 
 ## Implementation
 
 The Model Registry CSI is a simple Go executable that basically takes two positional arguments:
-1. __Source URI__: identifies the `storageUri` set in the `InferenceService`, this must be a model-registry custom URI, i.e., `model-registry://...` 
+1. __Source URI__: identifies the `storageUri` set in the `InferenceService`, this must be a model-registry custom URI, i.e., `model-registry://...`
 2. __Destination Path__: the location where the model should be stored, e.g., `/mnt/models`
 
 The core logic of this CSI is pretty simple and it consists of three main steps:
@@ -56,10 +56,6 @@ You can just run:
 make build
 ```
 
-> [!NOTE]
-> The project is currently using a fixed tag of the root Model Registry. You can use the local one by
-> simply adding `replace github.com/kubeflow/model-registry v0.2.1-alpha => ../` in the `go.mod` file
-
 Which wil create the executable under `bin/mr-storage-initializer`.
 
 ### Run the executable
@@ -99,4 +95,4 @@ By default the container image name is `quay.io/${USER}/model-registry-storage-i
 Issue the following command:
 ```bash
 make [IMG=..] docker-push
-```
\ No newline at end of file
+```
diff --git a/cmd/csi/samples/modelregistry.clusterstoragecontainer.yaml b/cmd/csi/samples/modelregistry.clusterstoragecontainer.yaml
index 22bdc6dcae..b6ebd1262b 100644
--- a/cmd/csi/samples/modelregistry.clusterstoragecontainer.yaml
+++ b/cmd/csi/samples/modelregistry.clusterstoragecontainer.yaml
@@ -5,7 +5,7 @@ metadata:
 spec:
   container:
     name: storage-initializer
-    image: quay.io/kubeflow/model-registry-storage-initializer:latest
+    image: ghcr.io/kubeflow/hub/storage-initializer:latest
     env:
     - name: MR_BASE_URL
       value: "modelregistry-sample.kubeflow.svc.cluster.local:8080"
diff --git a/docs/catalog-yaml-reference.md b/docs/catalog-yaml-reference.md
index 8aed5553a4..17db71b4a2 100644
--- a/docs/catalog-yaml-reference.md
+++ b/docs/catalog-yaml-reference.md
@@ -1,6 +1,6 @@
 # Catalog YAML Reference
 
-This document describes the YAML configuration formats for the Kubeflow Model Registry catalog component. It covers two distinct layers:
+This document describes the YAML configuration formats for the Kubeflow Hub catalog component. It covers two distinct layers:
 
 1. **Sources configuration** — how to register catalog sources (YAML files, Hugging Face Hub, etc.)
 2. **Catalog data files** — the YAML format for defining model and MCP server entries
diff --git a/docs/mr_go_library.md b/docs/mr_go_library.md
index c5d38d34bf..429809117f 100644
--- a/docs/mr_go_library.md
+++ b/docs/mr_go_library.md
@@ -1,8 +1,8 @@
-# Model Registry
+# Kubeflow Hub
 
 > ⚠️  NOTE: UNSTABLE API  ⚠️
-> This library is provided as a convenience for Kubeflow Model Registry developers.
-> If you are not actively involved in the development of Model Registry, please prefer the [REST API](https://editor.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/model-registry/main/api/openapi/model-registry.yaml).
+> This library is provided as a convenience for Kubeflow Hub developers.
+> If you are not actively involved in the development of Hub, please prefer the [REST API](https://editor.swagger.io/?url=https://raw.githubusercontent.com/kubeflow/hub/main/api/openapi/model-registry.yaml).
 
 ## Getting Started
 
@@ -17,7 +17,7 @@ You can use Model Registry to manage [convenient type definitions](../pkg/openap
 Install it using:
 
 ```bash
-go get github.com/kubeflow/model-registry
+go get github.com/kubeflow/hub
 ```
 
 Assuming that an Model Registry server is running at `localhost:8080`, you can connect with it using:
@@ -25,7 +25,7 @@ Assuming that an Model Registry server is running at `localhost:8080`, you can c
 ```go
 import (
   "net/http"
-  "github.com/kubeflow/model-registry/pkg/openapi"
+  "github.com/kubeflow/hub/pkg/openapi"
 )
 
 cfg := &openapi.Configuration{
diff --git a/docs/mr_kind_deploy_ingress.md b/docs/mr_kind_deploy_ingress.md
index 2135fe92fb..be7932340d 100644
--- a/docs/mr_kind_deploy_ingress.md
+++ b/docs/mr_kind_deploy_ingress.md
@@ -47,7 +47,7 @@ kubectl patch deployment -n ingress-nginx ingress-nginx-controller   --type='jso
 
 `kubectl create namespace kubeflow`
 
-`kubectl apply -k "https://github.com/kubeflow/model-registry/manifests/kustomize/overlays/db"`
+`kubectl apply -k "https://github.com/kubeflow/hub/manifests/kustomize/overlays/db"`
 
 `kubectl wait --for=condition=available -n kubeflow deployment/model-registry-deployment --timeout=1m`
 
diff --git a/docs/remote_only_packaging_of_MLMD_Python_lib.md b/docs/remote_only_packaging_of_MLMD_Python_lib.md
deleted file mode 100644
index 2d6a73086b..0000000000
--- a/docs/remote_only_packaging_of_MLMD_Python_lib.md
+++ /dev/null
@@ -1,126 +0,0 @@
-# Remote-only packaging of MLMD Python lib
-
-## Context and Problem statement
-
-Google’s ML Metadata (MLMD) is a project composed of a C++ server, and a Python client library.
-The server exposes a gRPC interface, and is only distributed for x86-64 architectures.
-It is embedded in the client's wheel binary, providing an additional convenience [method for running the server locally (in memory)](https://www.tensorflow.org/tfx/guide/mlmd#metadata_storage_backends_and_store_connection_configuration),
-whilst also making it [architecture specific](https://pypi.org/project/ml-metadata/1.14.0/#files).
-
-The [Model Registry project](https://docs.google.com/document/d/1G-pjdGaS2kLELsB5kYk_D4AmH-fTfnCnJOhJ8xENjx0/edit?usp=sharing) (MR) is built on top of MLMD.
-The Go implementation interfaces with the MLMD server via gRPC, typically available as a Docker container.
-The [MR Python client](https://github.com/kubeflow/model-registry/tree/main/clients/python#readme) wraps the MLMD client.
-
-As the MLMD client is architecture specific, so is the MR Python client, which **severely limits the targets it can run on**, as it only supports x86-64.
-This **poses many challenges to contributors** using other CPU architectures, specially ARM, as that's become more prevalent in recent years.
-
-Since the Model Registry python client does _not_ leverage the embedded MLMD server's in-memory connection, we present options for a “soft-fork” and re-distribution of the MLMD client as a pure Python library, making it platform/architecture agnostic.
-
-The resulting artifact, a MLMD python wheel supporting only remote gRPC connections at the same time being a “pure library” hence not requiring specific CPU architectures, OSes, or CPython versions, could be as well published on PyPI under the ODH org, and become the dependency of [MR python client](/clients/python/README.md).
-
-
-## Goals
-
-* consider required changes to “soft-fork” MLMD wheel to support only remote gRPC connections
-* repackaging as a pure library
-
-
-## Non-Goals
-
-* “hard”-fork of MLMD
-* maintaining original MLMD tests (those bound to embedded server)
-
-
-## Proposed solution
-
-Refer to the conclusions section for the motivations behind selecting:
-1. soft-fork upstream repo, modify pip+bazel build, to produce the distributable Python client ("Alternative B", below)
-2. create a `ml-metadata-remote` or similarly named package on PyPI based on the distributable wheel and files from the step1 above ("Packaging Option1", below)
-
-For documentation purposes, the exploration of the different alternatives is reported below.
-
-
-## Alternative A: repackage the resulting wheel
-
-This solution explores the steps required to simply repackage the existing and distributed (by Google) MLMD python wheel, removing all embedded binaries, and repackaging the wheel as a pure library.
-
-This has been experimented with success on this repository: ([link](https://github.com/tarilabs/ml-metadata-remote))
-
-The steps required are recorded here: ([link](https://github.com/tarilabs/ml-metadata-remote/commits/v1.14.0))
-
-and mainly consists of:
-
-1. Download one platform-specific MLMD v1.14.0 wheel and extract its content ([reference](https://github.com/tarilabs/ml-metadata-remote/commit/39dd0c7dcd063e0440a6354017445dada8423f0c#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5))
-2. Remove embedded code, apply required code changes ([reference](https://github.com/tarilabs/ml-metadata-remote/commit/bcb1f0ffd37600e056342aff39e154bb35422668#diff-f363c85a1cf3536a48a7b721b02a6999b80a08b9c305d185327e87e2769b6f21))
-3. Recompute dist-info checksums before repackaging ([reference](https://github.com/tarilabs/ml-metadata-remote/commit/fda125fb742ab8ecf4a7153705717d8b50f59326#diff-53bdc596caf062825dbb42b65e5b2305db70d2e533c03bc677b13cc8c7cfd236))
-4. Repackage the directories as a new pure library wheel ([reference](https://github.com/tarilabs/ml-metadata-remote/commit/5d199f808eea0cb7ba78a0702be8de3306477df8))
-
-The resulting artifact has been [tested](https://github.com/tarilabs/ml-metadata-remote#readme:~:text=Testing%20with%20launching%20a%20local%20server) locally with a gRPC connection to MLMD server made available via Docker. The resulting artifact is directly available for local download: ([link](https://github.com/tarilabs/ml-metadata-remote/releases/tag/1.14.0))
-
-
-## Alternative B: build by soft-fork upstream repo
-
-This solution explores how to use the upstream MLMD repo by Google and by making necessary code changes, so to directly produce with the pip+bazel build the wheel as a pure library.
-
-This has been experimented with success on this fork: ([link](https://github.com/tarilabs/ml-metadata/commits/remote-r1.14.0))
-
-The steps required mainly consists of:
-
-1. Make changes to the bazel BUILD file ([reference](https://github.com/tarilabs/ml-metadata/commit/079aeb3a9da69eb960e428a7866e279d0bfb533b#diff-c8858dec4f58c1d8a280af8c117ff8480f7ed4ae863b96e1ba20b52f83222aab))
-2. Make changes to sh build script ([reference](https://github.com/tarilabs/ml-metadata/commit/079aeb3a9da69eb960e428a7866e279d0bfb533b#diff-125a2f247ce39f711e1c8a77f430bd5b1b865cd10b5c5fef0d9140d276c617f2))
-3. Make changes to setup.py build file ([reference](https://github.com/tarilabs/ml-metadata/commit/079aeb3a9da69eb960e428a7866e279d0bfb533b#diff-60f61ab7a8d1910d86d9fda2261620314edcae5894d5aaa236b821c7256badd7))
-4. Apply required code changes analogously to “Alternative A” (see other changes in [this commit](https://github.com/tarilabs/ml-metadata/commit/079aeb3a9da69eb960e428a7866e279d0bfb533b))
-
-The resulting artifact has been [tested](https://github.com/tarilabs/ml-metadata/commit/794ec39d97e3ac70db2ca18fcf5807c44f339f0b) locally with a gRPC connection to MLMD server made available via Docker, similar to instructions provided in “Alternative A”.
-
-
-## Packaging
-
-In this section we consider packaging and delivery options for the resulting artifact from the alternative selected above.
-
-
-### Packaging Option1: separate repo on ODH
-
-This delivery option considers having a separate repo on ODH, called “ml-metadata-remote” (or the likes). Repeat the exercise from the alternative selected above on this repo. Then deliver this as a package on PyPI.
-
-Pros:
-
-* Well isolated dependency
-    * also, if one day upstream Google MLMD resolves to be platform/arch agnostic, is just a matter of changing again the consumed dependency from MR python client
-* Google code (copyright header) is isolated from Model Registry code
-* The resulting artifact could also be re-used by other communities/users
-
-Cons:
-
-* Additional artifact to publish on PyPI
-
-
-### Packaging Option2: mix resulting artifact inside Model Registry repo
-
-This delivery option considers placing the resulting artifact by executing the exercise from the alternative selected above and placing it directly inside the Model Registry repo, with the python client source [location](https://github.com/kubeflow/model-registry/tree/main/clients/python). (for analogy, this is similar to “shading”/”uberjar” in Java world for those familiar with the concept)
-
-Pros:
-
-* Only one artifact to publish on PyPI
-
-Cons:
-
-* Google code (copyright header) is mixed with Model Registry code
-    * at this stage is not clear if any implications with uplifting the MR project in KF community
-* The resulting artifact cannot be re-used by other communities/users
-* If one day upstream Google MLMD resolves to be platform/arch agnostic, changing back the MR python client to use the original ml-metadata could require extra work and effort
-
-
-## Conclusion
-
-Based on analysis of the alternatives provided, we decided to further pursue:
-- the repackaging by **Alternative B** because makes it actually easier to demonstrate the steps and modifications required using as baseline the upstream repo.
-- the distribution by **Packaging Option1** because it will make it easier to "revert" to the upstream `ml-metadata` dependency if upstream will publish for all architectures, OSes, etc. and as the pros outweight considered cons.
-
-MR python client [tests](https://github.com/kubeflow/model-registry/blob/259b39320953bf05942dcec1fb5ec74f7eb5d4a7/clients/python/tests/conftest.py#L19) should be rewritten using Testcontainers, and not leveraging the embedded server (already done with [this PR](https://github.com/kubeflow/model-registry/pull/225)).
-
-The group concur this is a sensible approach.
-
-This change would also better align the test approach used for the MR python client, by aligning with the same strategy of the MR core Go layer test framework, which already makes use of Testcontainers for Go ([reference](https://github.com/kubeflow/model-registry/blob/259b39320953bf05942dcec1fb5ec74f7eb5d4a7/internal/testutils/test_container_utils.go#L59)).
-
-This would allow to update the constraint on the version for the `attrs` dependency as part of this activity.
diff --git a/jobs/async-upload/Dockerfile b/jobs/async-upload/Dockerfile
index 3474e1e7b6..f85c601c22 100644
--- a/jobs/async-upload/Dockerfile
+++ b/jobs/async-upload/Dockerfile
@@ -1,5 +1,5 @@
 ###############################################################################
-#  Asynchronous Model-Sync Job image for Kubeflow Model Registry (https://github.com/kubeflow/model-registry/issues/1108)
+#  Asynchronous Model-Sync Job image for Kubeflow Model Registry (https://github.com/kubeflow/hub/issues/1108)
 ###############################################################################
 
 FROM quay.io/securesign/cli-cosign@sha256:a8289d488491991d454a32784de19476f2c984917eb7a33b4544e55512f2747c AS cosign
@@ -30,7 +30,7 @@ RUN python -m pip install -r requirements.txt \
     && echo "Installation completed" \
     && echo "Python path:" && python -c "import sys; print('\\n'.join(sys.path))" \
     && echo "Installed packages:" \
-    && python -m pip list 
+    && python -m pip list
 
 # Copy application source
 COPY . .
@@ -57,11 +57,11 @@ LABEL org.opencontainers.image.created=$BUILD_DATE \
     org.opencontainers.image.revision=$VCS_REF \
     org.opencontainers.image.title="Kubeflow Model Registry Async-Upload Job" \
     org.opencontainers.image.description="K8s Job image that copies a model between storage back-ends and registers it in Kubeflow Model Registry." \
-    org.opencontainers.image.url="https://github.com/kubeflow/model-registry" \
-    org.opencontainers.image.source="https://github.com/kubeflow/model-registry/tree/main/jobs/async-upload" \
+    org.opencontainers.image.url="https://github.com/kubeflow/hub" \
+    org.opencontainers.image.source="https://github.com/kubeflow/hub/tree/main/jobs/async-upload" \
     org.opencontainers.image.version="0.1.0" \
     org.opencontainers.image.licenses="Apache-2.0" \
-    org.opencontainers.image.authors="Kubeflow Model Registry maintainers"
+    org.opencontainers.image.authors="Kubeflow Hub maintainers"
 
 # The Job controller will pass CLI flags/ENV-vars described in issue #1108.
 ENTRYPOINT ["python", "-m", "job.entrypoint"]
diff --git a/jobs/async-upload/README.md b/jobs/async-upload/README.md
index f39c887428..d0dd5e385c 100644
--- a/jobs/async-upload/README.md
+++ b/jobs/async-upload/README.md
@@ -1,6 +1,6 @@
 # Kubeflow Model Registry – Async Upload Job
 
-> Lightweight, non‑root Python Job containerised for **transferring model artefacts** between storage back‑ends (S3, OCI, PVC, …) and registering them in **Kubeflow Model Registry**. Born out of the discussion in [kubeflow/model-registry #1108](https://github.com/kubeflow/model-registry/issues/1108).
+> Lightweight, non‑root Python Job containerised for **transferring model artefacts** between storage back‑ends (S3, OCI, PVC, …) and registering them in **Kubeflow Model Registry**. Born out of the discussion in [kubeflow/hub #1108](https://github.com/kubeflow/hub/issues/1108).
 
 ---
 
@@ -198,6 +198,6 @@ The following `SIGSTORE_*` environment variables configure the sigstore infrastr
 
 ## References
 
-- Issue thread : [https://github.com/kubeflow/model-registry/issues/1108](https://github.com/kubeflow/model-registry/issues/1108)
+- Issue thread : [https://github.com/kubeflow/hub/issues/1108](https://github.com/kubeflow/hub/issues/1108)
 - OCI Image Spec : [https://github.com/opencontainers/image-spec](https://github.com/opencontainers/image-spec)
 - Kubernetes Pod Security : [https://kubernetes.io/docs/concepts/security/pod-security-standards/](https://kubernetes.io/docs/concepts/security/pod-security-standards/)