docs: migration of Go Sdk docs by AnmolShukla2002 · Pull Request #2292 · googleapis/mcp-toolbox

AnmolShukla2002 · 2026-01-12T10:27:18Z

Related PRs : [Core] #2330
[tbADK] #2393
[tbGenkit] #2394

gemini-code-assist · 2026-01-12T10:27:42Z

Summary of Changes

Hello @AnmolShukla2002, 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 improving the documentation for the Go SDK of the MCP Toolbox. The changes provide a more detailed introduction to the SDK's architecture and purpose, clarify the functionality of its core and integration-specific packages, and offer practical guidance for getting started. The primary impact is to significantly lower the barrier to entry for developers looking to integrate the MCP Toolbox Go SDK with their Gen AI applications by providing clear, runnable examples for popular frameworks.

Highlights

Enhanced Go SDK Documentation: The main Go SDK documentation (_index.md) has been significantly updated to include a comprehensive overview, detailed package descriptions, and a clear 'Getting Started' guide, making it easier for new users to understand and utilize the SDK.
New Samples Section: A dedicated 'Samples' section has been introduced for the Go SDK, providing a centralized location for integration examples.
Integration Examples for AI Frameworks: New documentation pages with complete Go code samples have been added to demonstrate integration with various popular AI orchestration frameworks, including ADK Go, Go GenAI, Genkit Go, LangChain Go, and OpenAI Go.

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Code Review

This pull request is a great step towards improving the Go SDK documentation by migrating content and adding several useful code samples for various AI frameworks. The new documentation structure is clearer. However, I've found several issues within the new markdown files and Go code samples, including incorrect Go syntax, inconsistent and invalid model names, poor error handling, use of deprecated libraries, and some minor formatting and grammatical errors. I've provided detailed comments and suggestions to address these points, which should help improve the quality and correctness of the documentation and samples.

github-actions · 2026-01-12T10:30:35Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2292/

github-actions · 2026-01-19T05:38:31Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2292/

Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com>

github-actions · 2026-02-03T09:00:15Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2292/

This PR migrates the Go SDK documentation and core technical samples from the [mcp-toolbox-sdk-go] repository to the main genai-toolbox documentation site. This consolidation ensures that conceptual guides, package overviews, and interactive code examples are available in a centralized "one-stop-shop". --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com>

This PR migrates the Go SDK documentation and tbadk technical samples from the [mcp-toolbox-sdk-go] repository to the main genai-toolbox documentation site. This consolidation ensures that conceptual guides, package overviews, and interactive code examples are available in a centralized "one-stop-shop".

github-actions · 2026-02-05T05:30:11Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2292/

This PR migrates the Go SDK documentation and tbGenkit technical samples from the [mcp-toolbox-sdk-go] repository to the main genai-toolbox documentation site. This consolidation ensures that conceptual guides, package overviews, and interactive code examples are available in a centralized "one-stop-shop". --------- Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com>

github-actions · 2026-02-05T06:56:22Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2292/

github-actions · 2026-02-05T08:21:59Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2292/

github-actions · 2026-02-09T08:58:35Z

🧨 Preview deployments removed.

Docs Migration across Sdk repo (py, js & go) to genai-toolbox repo This is a parent branch for all the sdks py - #2164 js - #2329 go - #2292 This pr will also solve [Issue](#1182) --------- Co-authored-by: Anmol Shukla <shuklaanmol@google.com> Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

Docs Migration across Sdk repo (py, js & go) to genai-toolbox repo This is a parent branch for all the sdks py - #2164 js - #2329 go - #2292 This pr will also solve [Issue](#1182) --------- Co-authored-by: Anmol Shukla <shuklaanmol@google.com> Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 87f2eaf

) Docs Migration across Sdk repo (py, js & go) to genai-toolbox repo This is a parent branch for all the sdks py - googleapis#2164 js - googleapis#2329 go - googleapis#2292 This pr will also solve [Issue](googleapis#1182) --------- Co-authored-by: Anmol Shukla <shuklaanmol@google.com> Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 87f2eaf

Docs Migration across Sdk repo (py, js & go) to genai-toolbox repo This is a parent branch for all the sdks py - googleapis/mcp-toolbox#2164 js - googleapis/mcp-toolbox#2329 go - googleapis/mcp-toolbox#2292 This pr will also solve [Issue](googleapis/mcp-toolbox#1182) --------- Co-authored-by: Anmol Shukla <shuklaanmol@google.com> Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

docs: migration of Go Sdk docs

51a1f71

AnmolShukla2002 requested a review from a team January 12, 2026 10:27

AnmolShukla2002 self-assigned this Jan 12, 2026

blunderbuss-gcf bot assigned Yuan325 Jan 12, 2026

AnmolShukla2002 requested review from anubhav756 and dishaprakash January 12, 2026 10:27

AnmolShukla2002 marked this pull request as draft January 12, 2026 10:28

gemini-code-assist bot reviewed Jan 12, 2026

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AnmolShukla2002 unassigned Yuan325 Jan 12, 2026

rapid-killer-9 mentioned this pull request Jan 17, 2026

feat: added basic template for sdks doc migrate #1961

Merged

docsite sample restructure for go sdk

4aed8b5

AnmolShukla2002 marked this pull request as ready for review January 19, 2026 09:20

anubhav756 requested changes Feb 2, 2026

View reviewed changes

Comment thread docs/en/sdks/go-sdk/_index.md Outdated

Comment thread docs/en/sdks/go-sdk/_index.md

Comment thread docs/en/sdks/go-sdk/_index.md

Comment thread docs/en/sdks/go-sdk/_index.md Outdated

Apply suggestions from code review

f3196a7

Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com>

AnmolShukla2002 and others added 2 commits February 5, 2026 10:55

rename toolbox to mcp toolbox

52edde0

AnmolShukla2002 merged commit 25c39b9 into sdk-docs-migrate Feb 9, 2026
13 checks passed

AnmolShukla2002 deleted the migrate-go-sdk branch February 9, 2026 08:57

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AnmolShukla2002 commented Jan 12, 2026 •

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