Link to Google's MCP Toolbox for Databases

[kneth]

Summary of the changes / Why this is an improvement

Checklist

• [ ] Link to issue this PR refers to (if applicable): Fixes #???

[coderabbitai]

Walkthrough

A new entry linking to the "genai-toolbox" GitHub repository was added under the "Databases" section in the MCP-related database servers list within the documentation file. No other modifications were made to the document's content or structure.

Changes

File	Change Summary
doc/query/mcp/research.md	Added a new database server entry with a link to genai-toolbox.

Poem

In the warren of docs, a new link appears,
GenAI toolbox hops in, greeted by peers.
Among databases, it finds its place,
With a shiny new link and a digital embrace.
🐇✨

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[coderabbitai]

Actionable comments posted: 0

🧹 Nitpick comments (1)

doc/query/mcp/research.md (1)

54-54: Use descriptive markdown link instead of a bare URL.

To enhance readability and satisfy markdownlint MD034 (no-bare-urls), replace the bare URL with a markdown link. For example:

- - https://github.com/googleapis/genai-toolbox
+ - [Google GenAI Toolbox](https://github.com/googleapis/genai-toolbox)

🧰 Tools

🪛 markdownlint-cli2 (0.17.2)

54-54: Bare URL used
null

(MD034, no-bare-urls)

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 0c5b3e3 and 13a5735.

📒 Files selected for processing (1)

• doc/query/mcp/research.md (1 hunks)

🧰 Additional context used

🪛 markdownlint-cli2 (0.17.2)

doc/query/mcp/research.md

54-54: Bare URL used
null

(MD034, no-bare-urls)

⏰ Context from checks skipped due to timeout of 90000ms (15)

• GitHub Check: PyMongo: Python 3.12 on OS ubuntu-latest
• GitHub Check: PyMongo: Python 3.9 on OS ubuntu-latest
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• GitHub Check: Cloud: Python 3.13 on OS ubuntu-latest
• GitHub Check: CFR: Python 3.12 on OS ubuntu-latest
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• GitHub Check: CFR: Python 3.9 on OS ubuntu-latest
• GitHub Check: build-and-test
• GitHub Check: CFR for OS macos-latest
• GitHub Check: CFR for OS macos-13

🔇 Additional comments (1)

doc/query/mcp/research.md (1)

54-54: Verify correct section assignment for the new link.

The genai-toolbox repository appears to be a general GenAI utility rather than a dedicated MCP database server. Please confirm that it belongs under the "Databases" section, or relocate it to a more fitting category (e.g., "Tools" or "Others") if needed.

🧰 Tools

🪛 markdownlint-cli2 (0.17.2)

54-54: Bare URL used
null

(MD034, no-bare-urls)

[amotl]

Thanks!