docs: Add Integrations section by dishaprakash · Pull Request #2648 · googleapis/mcp-toolbox

dishaprakash · 2026-03-05T20:34:36Z

Description

This PR adds the Integration section to the docsite

/integrations/bigquery (Example Structure):
- Overview: What is this source?
- Prerequisites: IAM permissions & API enablement.
- Server Config: tools.yaml snippet
- Tool Reference: bigquery-sql -> /integrations/bigquery/bigquery-analyze-contribution/

PR Checklist

Thank you for opening a Pull Request! Before submitting your PR, there are a
few things you can do to make sure it goes smoothly:

Make sure you reviewed
CONTRIBUTING.md
Make sure to open an issue as a
bug/issue
before writing your code! That way we can discuss the change, evaluate
designs, and agree on the general idea
Ensure the tests and linter pass
Code coverage does not decrease (if any source code was changed)
Appropriate docs were updated (if necessary)
Make sure to add ! if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

github-actions · 2026-03-05T20:37:53Z

Link Resolution Note

Local links and directory changes work differently on GitHub than on the docsite. You must ensure fixes pass the GitHub check and also work with hugo server.
See Link Checking and Fixing with Lychee for more details.

Summary

Status	Count
🔍 Total	775
✅ Successful	548
⏳ Timeouts	0
👻 Excluded	45
❓ Unknown	0
🚫 Errors	72
⛔ Unsupported	0

Errors per input

Errors in docs/en/integrations/alloydb-admin/alloydb-create-cluster.md

[ERROR] https://console.cloud.google.com/apis/library/alloydb.googleapis.com | Network error: HTTP/2 protocol error. Server may not support HTTP/2 properly (error sending request for url (https://console.cloud.google.com/apis/library/alloydb.googleapis.com)): HTTP/2 protocol error. Server may not support HTTP/2 properly

Errors in docs/en/integrations/alloydb-admin/alloydb-create-instance.md

[ERROR] https://console.cloud.google.com/apis/library/alloydb.googleapis.com | Network error: HTTP/2 protocol error. Server may not support HTTP/2 properly (error sending request for url (https://console.cloud.google.com/apis/library/alloydb.googleapis.com)): HTTP/2 protocol error. Server may not support HTTP/2 properly

Errors in docs/en/integrations/alloydb-admin/alloydb-create-user.md

[ERROR] https://console.cloud.google.com/apis/library/alloydb.googleapis.com | Error (cached)

Errors in docs/en/integrations/alloydb/_index.md

Errors in docs/en/integrations/bigquery/_index.md

Errors in docs/en/integrations/bigquery/bigquery-sql.md

Errors in docs/en/integrations/bigtable/bigtable-sql.md

Errors in docs/en/integrations/cloud-sql-mssql/_index.md

Errors in docs/en/integrations/cloud-sql-mysql/_index.md

Errors in docs/en/integrations/dataplex/_index.md

Errors in docs/en/integrations/firestore/_index.md

Errors in docs/en/integrations/firestore/firestore-add-documents.md

Errors in docs/en/integrations/firestore/firestore-update-document.md

Errors in docs/en/integrations/looker/_index.md

Errors in docs/en/integrations/redis/_index.md

Errors in docs/en/integrations/serverless-spark/_index.md

Errors in docs/en/integrations/serverless-spark/serverless-spark-get-batch.md

Errors in docs/en/integrations/spanner/_index.md

Errors in docs/en/user-guide/configuration/pre-post-processing/go.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart_go.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/configuration/pre-post-processing/js.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart_js.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/configuration/pre-post-processing/python.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/connect-to/client-sdks/javascript-sdk/adk/index.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart_js.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/connect-to/client-sdks/javascript-sdk/core/index.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart_js.md | Cannot find file: File not found. Check if file exists and path is correct
[404] https://langchain-ai.github.io/langgraphjs/reference/functions/langgraph_prebuilt.createReactAgent.html | Rejected status code: 404 Not Found (configurable with "accept" option)

Errors in docs/en/user-guide/connect-to/client-sdks/python-sdk/core/index.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/connect-to/client-sdks/python-sdk/langchain/index.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/connect-to/client-sdks/python-sdk/llamaindex/index.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/connect-to/ides/cloud_sql_mssql_mcp.md

Errors in docs/en/user-guide/connect-to/ides/firestore_mcp.md

Errors in docs/en/user-guide/connect-to/ides/looker_mcp.md

Errors in docs/en/user-guide/connect-to/ides/postgres_mcp.md

Errors in docs/en/user-guide/connect-to/mcp-client/_index.md

[404] https://docs.windsurf.com/windsurf/mcp | Rejected status code: 404 Not Found (configurable with "accept" option)

Errors in docs/en/user-guide/deploy-to/cloud-run/_index.md

Errors in docs/en/user-guide/deploy-to/docker/_index.md

[ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/deploy-to/kubernetes/_index.md

Full Github Actions output

gemini-code-assist · 2026-03-05T20:43:16Z

Summary of Changes

Hello, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on reorganizing the documentation site by introducing an 'Integrations' section and migrating existing source and tool documentation into it. This change aims to improve the discoverability and organization of integration-related content, making it easier for users to find information on connecting to various data sources.

Highlights

Integration Section: This PR introduces a new 'Integrations' section to the documentation site, providing a centralized location for information on connecting the MCP Toolbox to external data sources.
AlloyDB Admin Integration: The PR renames and moves the AlloyDB Admin source and related tool documentation into the new 'Integrations' section, specifically under 'integrations/alloydb-admin'.
BigQuery Integration: The PR renames and moves the BigQuery source and related tool documentation into the new 'Integrations' section, specifically under 'integrations/bigquery'.
General Updates: The PR updates the documentation to remove the aliases field and add a no_list: true field to several files. It also replaces the {{< list-tools >}} shortcode in the integration index files.

Activity

New 'Integrations' section added to the documentation site.
Existing source and tool documentation migrated to the 'Integrations' section.
AlloyDB Admin, BigQuery, AlloyDB, Bigtable, Cassandra, ClickHouse, Cloud SQL Admin, Cloud SQL MSSQL, Cloud SQL MySQL, Cloud SQL PG, CloudGDA, Cloud Healthcare, Cloud Logging Admin, Cloud Monitoring, CockroachDB, Couchbase, Dataform, Dataplex, Dgraph, Elasticsearch, Firebird, Firestore, HTTP, Looker, MariaDB, MindsDB, MSSQL, MySQL, Neo4j, Oceanbase, Oracle, Postgres, Redis, Serverless Spark, SingleStore, Snowflake, Spanner, SQLite, TiDB, Trino, Valkey, and YugabyteDB integrations added.
Removed aliases field and added no_list: true to several files.
Replaced the {{< list-tools >}} shortcode in the integration index files.

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github-actions · 2026-03-05T20:49:48Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2648/

gemini-code-assist

Code Review

This pull request introduces a significant and valuable refactoring of the documentation structure, moving content from /resources to a new /integrations section. This change improves organization and maintainability, particularly with the consistent replacement of hardcoded links with Hugo shortcodes like {{< list-tools >}} and {{< compatible-sources >}}. The overall changes are well-executed. I've identified a few minor issues, including a couple of broken links that need to be updated and some typos in the markdown files. Addressing these will ensure the documentation is both accurate and easy to navigate for users.

github-actions · 2026-03-05T21:11:29Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2648/

github-actions · 2026-03-06T16:30:33Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2648/

github-actions · 2026-03-06T16:39:45Z

🧨 Preview deployments removed.

## Description This PR adds the Integration section to the docsite * /integrations/bigquery (Example Structure): * **Overview**: What is this source? * **Prerequisites**: IAM permissions & API enablement. * **Server Config**: tools.yaml snippet * **Tool Reference**: bigquery-sql \-\> /integrations/bigquery/bigquery-analyze-contribution/ ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com>

This PR adds the Integration section to the docsite * /integrations/bigquery (Example Structure): * **Overview**: What is this source? * **Prerequisites**: IAM permissions & API enablement. * **Server Config**: tools.yaml snippet * **Tool Reference**: bigquery-sql \-\> /integrations/bigquery/bigquery-analyze-contribution/ > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com>

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - #2647 - #2648 - #2649 - #2650 - #2652 - #2664 - #2665 - #2666 - #2668 - #2670 - #2723 - #2779 - #2788 - #2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com>

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - googleapis#2647 - googleapis#2648 - googleapis#2649 - googleapis#2650 - googleapis#2652 - googleapis#2664 - googleapis#2665 - googleapis#2666 - googleapis#2668 - googleapis#2670 - googleapis#2723 - googleapis#2779 - googleapis#2788 - googleapis#2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com> 5b25ce0

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - #2647 - #2648 - #2649 - #2650 - #2652 - #2664 - #2665 - #2666 - #2668 - #2670 - #2723 - #2779 - #2788 - #2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com> 5b25ce0

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - googleapis#2647 - googleapis#2648 - googleapis#2649 - googleapis#2650 - googleapis#2652 - googleapis#2664 - googleapis#2665 - googleapis#2666 - googleapis#2668 - googleapis#2670 - googleapis#2723 - googleapis#2779 - googleapis#2788 - googleapis#2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com> 5b25ce0

dishaprakash and others added 9 commits March 5, 2026 19:00

docs: Add User Guide section

5350b01

rebase

22e554f

Update docs/en/user-guide/configuration/authentication/_index.md

eda5012

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

Update docs/en/user-guide/configuration/authentication/_index.md

bb4877b

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

Update docs/en/user-guide/configuration/tools/_index.md

d9a0e59

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

Update docs/en/user-guide/connect-to/_index.md

66d7074

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

Update docs/en/user-guide/getting-started/_index.md

24fa77a

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

Update docs/en/user-guide/getting-started/_index.md

1fc1625

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Update docs/en/user-guide/introduction/_index.md

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dishaprakash changed the base branch from main to v1-docsite-user-guide March 5, 2026 20:34

dishaprakash marked this pull request as ready for review March 5, 2026 20:41

dishaprakash requested a review from a team as a code owner March 5, 2026 20:41

blunderbuss-gcf Bot assigned duwenxin99 Mar 5, 2026

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Comment thread docs/en/integrations/alloydb/alloydb-ai-nl.md Outdated

Comment thread docs/en/integrations/alloydb/alloydb-ai-nl.md

Comment thread docs/en/integrations/looker/looker-make-look.md

Comment thread docs/en/integrations/trino/trino-execute-sql.md

dishaprakash added 4 commits March 5, 2026 20:51

update redirection

93237ad

docs: Add Integrations section

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add short codes

349e2c3

minor fix

3e60df4

dishaprakash force-pushed the v1-docsite-integration branch from 4c60c64 to 3e60df4 Compare March 5, 2026 20:52

dishaprakash changed the title ~~V1 docsite integration~~ docs: Add Integrations section Mar 5, 2026

blunderbuss-gcf Bot assigned Yuan325 Mar 5, 2026

dishaprakash unassigned Yuan325 Mar 5, 2026

fix

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dishaprakash force-pushed the v1-docsite-integration branch from e2f58ee to b1c7d17 Compare March 5, 2026 21:06

Base automatically changed from v1-docsite-user-guide to documentation-reorg March 6, 2026 16:25

blunderbuss-gcf Bot assigned Yuan325 Mar 6, 2026

Merge branch 'documentation-reorg' into v1-docsite-integration

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dishaprakash merged commit 6e19610 into documentation-reorg Mar 6, 2026
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dishaprakash deleted the v1-docsite-integration branch March 6, 2026 16:38

dishaprakash mentioned this pull request Mar 24, 2026

docs!: update docsite #2831

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Errors per input

Errors in docs/en/integrations/alloydb-admin/alloydb-create-cluster.md

Errors in docs/en/integrations/alloydb-admin/alloydb-create-instance.md

Errors in docs/en/integrations/alloydb-admin/alloydb-create-user.md

Errors in docs/en/integrations/alloydb/_index.md

Errors in docs/en/integrations/bigquery/_index.md

Errors in docs/en/integrations/bigquery/bigquery-sql.md

Errors in docs/en/integrations/bigtable/bigtable-sql.md

Errors in docs/en/integrations/cloud-sql-mssql/_index.md

Errors in docs/en/integrations/cloud-sql-mysql/_index.md

Errors in docs/en/integrations/dataplex/_index.md

Errors in docs/en/integrations/firestore/_index.md

Errors in docs/en/integrations/firestore/firestore-add-documents.md

Errors in docs/en/integrations/firestore/firestore-update-document.md

Errors in docs/en/integrations/looker/_index.md

Errors in docs/en/integrations/redis/_index.md

Errors in docs/en/integrations/serverless-spark/_index.md

Errors in docs/en/integrations/serverless-spark/serverless-spark-get-batch.md

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