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feat: add polling system to dynamic reloading#2466

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duwenxin99 merged 13 commits intomainfrom
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Feb 28, 2026
Merged

feat: add polling system to dynamic reloading#2466
duwenxin99 merged 13 commits intomainfrom
nfs

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@Yuan325 Yuan325 commented Feb 13, 2026

Support polling system to existing Toolbox dynamic reloading feature.

flag description default
--poll-interval Specifies the polling frequency (seconds) for configuration file updates. 0

With --poll-interval = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at every specified interval (in seconds).

Fixes #2346

@Yuan325 Yuan325 requested a review from a team February 13, 2026 00:15
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Summary of Changes

Hello @Yuan325, 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 enhances the dynamic reloading feature by integrating a polling system. This allows the application to detect changes in configuration files by periodically checking their modification times, which is particularly useful in environments where file system events (like inotify) are not reliably propagated, such as NFS mounts. The new functionality is controlled via a configurable interval, providing flexibility for users to enable or disable it as needed.

Highlights

  • New Polling System: Introduced a new polling mechanism for dynamic configuration reloading, allowing the system to periodically check for file updates.
  • Configuration Option: Added a new command-line flag, --poll-interval, to specify the frequency (in seconds) for configuration file polling. A value of 0 disables polling.
  • NFS Compatibility: Provided documentation and a tip for optimizing polling effectiveness in Kubernetes environments, specifically regarding actimeo settings for PersistentVolumes or StorageClasses.
Changelog
  • cmd/root.go
    • Added a new command-line flag --poll-interval to configure the polling frequency.
    • Introduced a checkModTime helper function to compare file modification times.
    • Modified the watchChanges function to accept a pollTickerSecond parameter.
    • Implemented the core polling logic within watchChanges, using a ticker to periodically scan for file changes based on modification times.
    • Updated the call to watchChanges to pass the configured PollInterval.
  • cmd/root_test.go
    • Updated the watchChanges function call in TestSingleEdit to include the new pollTickerSecond parameter, setting it to 0.
  • docs/en/reference/cli.md
    • Documented the new --poll-interval flag in the CLI reference table.
    • Added a new section explaining the --polling-interval flag and a tip for Kubernetes users regarding actimeo settings.
  • internal/server/config.go
    • Added a PollInterval field to the ServerConfig struct to store the polling frequency.
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Code Review

This pull request introduces a polling system for dynamic configuration reloading, which is useful in environments where filesystem notifications are unreliable. A new --poll-interval flag controls this feature. The implementation is mostly correct, but I've identified a few areas for improvement:

  • The polling mechanism doesn't detect file deletions, which can lead to stale configurations.
  • The loops for checking file changes can be made more efficient by exiting early once a change is found.
  • There's a minor issue with a logger call.
  • The documentation has a couple of small errors (a typo and an incorrect flag name).

Overall, this is a valuable addition. Addressing these points will make the feature more robust and efficient.

I am having trouble creating individual review comments. Click here to see my feedback.

cmd/root.go (868-898)

high

The current polling implementation does not detect when a configuration file is deleted. It only checks for modifications on existing files or new files. This can lead to stale configurations if a tool file is removed, as the server will not reload to remove the tool.

To fix this, the polling logic should be enhanced to detect deletions:

  • When watching a folder, you can compare the list of files currently in the directory with the keys in the lastSeen map to identify any deleted files.
  • When watching specific files, you should check the error returned by os.Stat in checkModTime. If os.IsNotExist(err) is true for a file that was previously in lastSeen, it indicates the file has been deleted.

cmd/root.go (874)

medium

The logger call here seems to be using fmt.Sprintf-style formatting (%s), but the underlying slog logger expects key-value pairs for structured logging. This will result in an incorrect log message. The error should be passed as a value to a key, like "error".

logger.WarnContext(ctx, "error reading tools folder", "folder", folderToWatch, "error", err)

cmd/root.go (877-884)

medium

For efficiency, you can break out of the loop once a file change is detected. There's no need to continue checking other files in the directory.

for _, f := range files {
					if !f.IsDir() && (strings.HasSuffix(f.Name(), ".yaml") || strings.HasSuffix(f.Name(), ".yml")) {
						fullPath := filepath.Join(folderToWatch, f.Name())
						if checkModTime(fullPath, lastSeen) {
							changed = true
							break
						}
					}
				}

cmd/root.go (888-892)

medium

Similar to the folder watching logic, you can break out of this loop for efficiency once a file change is detected.

for _, f := range files {
					if checkModTime(f, lastSeen) {
						changed = true
						break
					}
				}

docs/en/reference/cli.md (140)

medium

There's a small inconsistency here. The flag is --poll-interval, but the documentation refers to it as --polling-interval.

Use the `--poll-interval` flag to manually detect configuration file updates.

docs/en/reference/cli.md (144)

medium

There's a typo here.

For polling to be effective when running Kubernetes, PersistentVolume or

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Yuan325 commented Feb 13, 2026

/gemini review

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Code Review

This pull request introduces a polling system for dynamic configuration reloading, which is particularly useful in environments like Kubernetes with NFS where filesystem events may not be reliably propagated. A new --poll-interval flag controls this feature. The implementation is sound, adding a ticker and polling logic to check for file modifications and deletions. I've identified a couple of areas for improvement: one to prevent an unnecessary configuration reload on the first poll, and another to optimize by removing a redundant system call. Overall, this is a valuable addition for improving the robustness of the dynamic reload feature.

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@Yuan325 Yuan325 added the release candidate Use label to signal PR should be included in the next release. label Feb 24, 2026
@Yuan325 Yuan325 requested a review from a team as a code owner February 24, 2026 18:06
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Yuan325 commented Feb 24, 2026

/gemini review

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Code Review

This pull request introduces a polling system for dynamic configuration reloading, which is a valuable addition for environments where filesystem events are unreliable. The implementation is solid, adding a new --poll-interval flag and the corresponding logic to watch for file changes at a specified frequency. My review includes a few suggestions to improve code quality, such as enhancing logging practices, increasing efficiency in file stat operations, and refactoring duplicated code for better maintainability. I also found a minor typo in the documentation.

Comment thread cmd/root.go
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Yuan325 commented Feb 24, 2026

/gemini review

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@duwenxin99 duwenxin99 merged commit fcaac9b into main Feb 28, 2026
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@duwenxin99 duwenxin99 deleted the nfs branch February 28, 2026 01:39
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🧨 Preview deployments removed.

github-actions bot pushed a commit that referenced this pull request Feb 28, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes #2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
github-actions bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request Feb 28, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
github-actions bot pushed a commit to pepe57/genai-toolbox that referenced this pull request Feb 28, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
github-actions bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request Feb 28, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
github-actions bot pushed a commit to xaas-cloud/genai-toolbox that referenced this pull request Feb 28, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
github-actions bot pushed a commit to bhardwajRahul/genai-toolbox that referenced this pull request Mar 1, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
github-actions bot pushed a commit to CrazyForks/genai-toolbox that referenced this pull request Mar 1, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
github-actions bot pushed a commit to TheTechOddBug/genai-toolbox that referenced this pull request Mar 1, 2026
Support polling system to existing Toolbox dynamic reloading feature.
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all.

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).

Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> fcaac9b
AjmeraParth132 pushed a commit to AjmeraParth132/genai-toolbox that referenced this pull request Mar 2, 2026
Support polling system to existing Toolbox dynamic reloading feature. 
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all. 

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).


Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
duwenxin99 added a commit that referenced this pull request Mar 2, 2026
🤖 I have created a release *beep* *boop*
---


##
[0.28.0](v0.27.0...v0.28.0)
(2026-03-02)


### Features

* Add polling system to dynamic reloading
([#2466](#2466))
([fcaac9b](fcaac9b))
* Added basic template for sdks doc migrate
([#1961](#1961))
([87f2eaf](87f2eaf))
* **dataproc:** Add dataproc source and list/get clusters/jobs tools
([#2407](#2407))
([cc05e57](cc05e57))
* **sources/postgres:** Add configurable pgx query execution mode
([#2477](#2477))
([57b77bc](57b77bc))
* **sources/redis:** Add TLS support for Redis connections
([#2432](#2432))
([d6af290](d6af290))
* **tools/looker:** Enable Get All Lookml Tests, Run LookML Tests, and
Create View From Table tools for Looker
([#2522](#2522))
([e01139a](e01139a))
* **tools/looker:** Tools to list/create/delete directories
([#2488](#2488))
([0036d8c](0036d8c))
* **ui:** Make tool list panel resizable
([#2253](#2253))
([276cf60](276cf60))


### Bug Fixes

* **ci:** Add path for forked PR unit test runs
([#2540](#2540))
([04dd2a7](04dd2a7))
* Deflake alloydb omni
([#2431](#2431))
([62b8309](62b8309))
* **docs/adk:** Resolve dependency duplication
([#2418](#2418))
([4d44abb](4d44abb))
* **docs/langchain:** Fix core at 0.3.0 and align compatible
dependencies
([#2426](#2426))
([36edfd3](36edfd3))
* Enforce required validation for explicit null parameter values
([#2519](#2519))
([d5e9512](d5e9512))
* **oracle:** Enable DML operations and resolve incorrect array type
error ([#2323](#2323))
([72146a4](72146a4))
* **server/mcp:** Guard nil dereference in sseManager.get
([#2557](#2557))
([e534196](e534196)),
closes [#2548](#2548)
* **tests/postgres:** Implement uuid-based isolation and reliable
resource cleanup
([#2377](#2377))
([8a96fb1](8a96fb1))
* **tests/postgres:** Restore list_schemas test and implement dynamic
owner ([#2521](#2521))
([7041e79](7041e79))
* **tests:** Resolve LlamaIndex dependency conflict in JS quickstart
([#2597](#2597))
([ac11f5a](ac11f5a))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
github-actions bot pushed a commit that referenced this pull request Mar 2, 2026
🤖 I have created a release *beep* *boop*
---

##
[0.28.0](v0.27.0...v0.28.0)
(2026-03-02)

### Features

* Add polling system to dynamic reloading
([#2466](#2466))
([fcaac9b](fcaac9b))
* Added basic template for sdks doc migrate
([#1961](#1961))
([87f2eaf](87f2eaf))
* **dataproc:** Add dataproc source and list/get clusters/jobs tools
([#2407](#2407))
([cc05e57](cc05e57))
* **sources/postgres:** Add configurable pgx query execution mode
([#2477](#2477))
([57b77bc](57b77bc))
* **sources/redis:** Add TLS support for Redis connections
([#2432](#2432))
([d6af290](d6af290))
* **tools/looker:** Enable Get All Lookml Tests, Run LookML Tests, and
Create View From Table tools for Looker
([#2522](#2522))
([e01139a](e01139a))
* **tools/looker:** Tools to list/create/delete directories
([#2488](#2488))
([0036d8c](0036d8c))
* **ui:** Make tool list panel resizable
([#2253](#2253))
([276cf60](276cf60))

### Bug Fixes

* **ci:** Add path for forked PR unit test runs
([#2540](#2540))
([04dd2a7](04dd2a7))
* Deflake alloydb omni
([#2431](#2431))
([62b8309](62b8309))
* **docs/adk:** Resolve dependency duplication
([#2418](#2418))
([4d44abb](4d44abb))
* **docs/langchain:** Fix core at 0.3.0 and align compatible
dependencies
([#2426](#2426))
([36edfd3](36edfd3))
* Enforce required validation for explicit null parameter values
([#2519](#2519))
([d5e9512](d5e9512))
* **oracle:** Enable DML operations and resolve incorrect array type
error ([#2323](#2323))
([72146a4](72146a4))
* **server/mcp:** Guard nil dereference in sseManager.get
([#2557](#2557))
([e534196](e534196)),
closes [#2548](#2548)
* **tests/postgres:** Implement uuid-based isolation and reliable
resource cleanup
([#2377](#2377))
([8a96fb1](8a96fb1))
* **tests/postgres:** Restore list_schemas test and implement dynamic
owner ([#2521](#2521))
([7041e79](7041e79))
* **tests:** Resolve LlamaIndex dependency conflict in JS quickstart
([#2597](#2597))
([ac11f5a](ac11f5a))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> 81253a0
github-actions bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request Mar 3, 2026
🤖 I have created a release *beep* *boop*
---

##
[0.28.0](googleapis/mcp-toolbox@v0.27.0...v0.28.0)
(2026-03-02)

### Features

* Add polling system to dynamic reloading
([googleapis#2466](googleapis#2466))
([fcaac9b](googleapis@fcaac9b))
* Added basic template for sdks doc migrate
([googleapis#1961](googleapis#1961))
([87f2eaf](googleapis@87f2eaf))
* **dataproc:** Add dataproc source and list/get clusters/jobs tools
([googleapis#2407](googleapis#2407))
([cc05e57](googleapis@cc05e57))
* **sources/postgres:** Add configurable pgx query execution mode
([googleapis#2477](googleapis#2477))
([57b77bc](googleapis@57b77bc))
* **sources/redis:** Add TLS support for Redis connections
([googleapis#2432](googleapis#2432))
([d6af290](googleapis@d6af290))
* **tools/looker:** Enable Get All Lookml Tests, Run LookML Tests, and
Create View From Table tools for Looker
([googleapis#2522](googleapis#2522))
([e01139a](googleapis@e01139a))
* **tools/looker:** Tools to list/create/delete directories
([googleapis#2488](googleapis#2488))
([0036d8c](googleapis@0036d8c))
* **ui:** Make tool list panel resizable
([googleapis#2253](googleapis#2253))
([276cf60](googleapis@276cf60))

### Bug Fixes

* **ci:** Add path for forked PR unit test runs
([googleapis#2540](googleapis#2540))
([04dd2a7](googleapis@04dd2a7))
* Deflake alloydb omni
([googleapis#2431](googleapis#2431))
([62b8309](googleapis@62b8309))
* **docs/adk:** Resolve dependency duplication
([googleapis#2418](googleapis#2418))
([4d44abb](googleapis@4d44abb))
* **docs/langchain:** Fix core at 0.3.0 and align compatible
dependencies
([googleapis#2426](googleapis#2426))
([36edfd3](googleapis@36edfd3))
* Enforce required validation for explicit null parameter values
([googleapis#2519](googleapis#2519))
([d5e9512](googleapis@d5e9512))
* **oracle:** Enable DML operations and resolve incorrect array type
error ([googleapis#2323](googleapis#2323))
([72146a4](googleapis@72146a4))
* **server/mcp:** Guard nil dereference in sseManager.get
([googleapis#2557](googleapis#2557))
([e534196](googleapis@e534196)),
closes [googleapis#2548](googleapis#2548)
* **tests/postgres:** Implement uuid-based isolation and reliable
resource cleanup
([googleapis#2377](googleapis#2377))
([8a96fb1](googleapis@8a96fb1))
* **tests/postgres:** Restore list_schemas test and implement dynamic
owner ([googleapis#2521](googleapis#2521))
([7041e79](googleapis@7041e79))
* **tests:** Resolve LlamaIndex dependency conflict in JS quickstart
([googleapis#2597](googleapis#2597))
([ac11f5a](googleapis@ac11f5a))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> 81253a0
NightStack15 added a commit to NightStack15/googleapis-_-genai-toolbox that referenced this pull request Mar 20, 2026
🤖 I have created a release *beep* *boop*
---


##
[0.28.0](googleapis/mcp-toolbox@v0.27.0...v0.28.0)
(2026-03-02)


### Features

* Add polling system to dynamic reloading
([#2466](googleapis/mcp-toolbox#2466))
([fcaac9b](googleapis/mcp-toolbox@fcaac9b))
* Added basic template for sdks doc migrate
([#1961](googleapis/mcp-toolbox#1961))
([87f2eaf](googleapis/mcp-toolbox@87f2eaf))
* **dataproc:** Add dataproc source and list/get clusters/jobs tools
([#2407](googleapis/mcp-toolbox#2407))
([cc05e57](googleapis/mcp-toolbox@cc05e57))
* **sources/postgres:** Add configurable pgx query execution mode
([#2477](googleapis/mcp-toolbox#2477))
([57b77bc](googleapis/mcp-toolbox@57b77bc))
* **sources/redis:** Add TLS support for Redis connections
([#2432](googleapis/mcp-toolbox#2432))
([d6af290](googleapis/mcp-toolbox@d6af290))
* **tools/looker:** Enable Get All Lookml Tests, Run LookML Tests, and
Create View From Table tools for Looker
([#2522](googleapis/mcp-toolbox#2522))
([e01139a](googleapis/mcp-toolbox@e01139a))
* **tools/looker:** Tools to list/create/delete directories
([#2488](googleapis/mcp-toolbox#2488))
([0036d8c](googleapis/mcp-toolbox@0036d8c))
* **ui:** Make tool list panel resizable
([#2253](googleapis/mcp-toolbox#2253))
([276cf60](googleapis/mcp-toolbox@276cf60))


### Bug Fixes

* **ci:** Add path for forked PR unit test runs
([#2540](googleapis/mcp-toolbox#2540))
([04dd2a7](googleapis/mcp-toolbox@04dd2a7))
* Deflake alloydb omni
([#2431](googleapis/mcp-toolbox#2431))
([62b8309](googleapis/mcp-toolbox@62b8309))
* **docs/adk:** Resolve dependency duplication
([#2418](googleapis/mcp-toolbox#2418))
([4d44abb](googleapis/mcp-toolbox@4d44abb))
* **docs/langchain:** Fix core at 0.3.0 and align compatible
dependencies
([#2426](googleapis/mcp-toolbox#2426))
([36edfd3](googleapis/mcp-toolbox@36edfd3))
* Enforce required validation for explicit null parameter values
([#2519](googleapis/mcp-toolbox#2519))
([d5e9512](googleapis/mcp-toolbox@d5e9512))
* **oracle:** Enable DML operations and resolve incorrect array type
error ([#2323](googleapis/mcp-toolbox#2323))
([72146a4](googleapis/mcp-toolbox@72146a4))
* **server/mcp:** Guard nil dereference in sseManager.get
([#2557](googleapis/mcp-toolbox#2557))
([e534196](googleapis/mcp-toolbox@e534196)),
closes [#2548](googleapis/mcp-toolbox#2548)
* **tests/postgres:** Implement uuid-based isolation and reliable
resource cleanup
([#2377](googleapis/mcp-toolbox#2377))
([8a96fb1](googleapis/mcp-toolbox@8a96fb1))
* **tests/postgres:** Restore list_schemas test and implement dynamic
owner ([#2521](googleapis/mcp-toolbox#2521))
([7041e79](googleapis/mcp-toolbox@7041e79))
* **tests:** Resolve LlamaIndex dependency conflict in JS quickstart
([#2597](googleapis/mcp-toolbox#2597))
([ac11f5a](googleapis/mcp-toolbox@ac11f5a))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
NirajNandre pushed a commit to NirajNandre/genai-toolbox-fork that referenced this pull request Mar 24, 2026
Support polling system to existing Toolbox dynamic reloading feature. 
| flag | description | default |
| --- | --- | --- |
| `--poll-interval` | Specifies the polling frequency (seconds) for
configuration file updates. | `0` |

With `--poll-interval` = 0, it will not run the polling system at all. 

When polling is active, Toolbox checks for configuration file updates at
every specified interval (in seconds).


Fixes googleapis#2346

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
NirajNandre pushed a commit to NirajNandre/genai-toolbox-fork that referenced this pull request Mar 24, 2026
🤖 I have created a release *beep* *boop*
---


##
[0.28.0](googleapis/mcp-toolbox@v0.27.0...v0.28.0)
(2026-03-02)


### Features

* Add polling system to dynamic reloading
([googleapis#2466](googleapis#2466))
([fcaac9b](googleapis@fcaac9b))
* Added basic template for sdks doc migrate
([googleapis#1961](googleapis#1961))
([87f2eaf](googleapis@87f2eaf))
* **dataproc:** Add dataproc source and list/get clusters/jobs tools
([googleapis#2407](googleapis#2407))
([cc05e57](googleapis@cc05e57))
* **sources/postgres:** Add configurable pgx query execution mode
([googleapis#2477](googleapis#2477))
([57b77bc](googleapis@57b77bc))
* **sources/redis:** Add TLS support for Redis connections
([googleapis#2432](googleapis#2432))
([d6af290](googleapis@d6af290))
* **tools/looker:** Enable Get All Lookml Tests, Run LookML Tests, and
Create View From Table tools for Looker
([googleapis#2522](googleapis#2522))
([e01139a](googleapis@e01139a))
* **tools/looker:** Tools to list/create/delete directories
([googleapis#2488](googleapis#2488))
([0036d8c](googleapis@0036d8c))
* **ui:** Make tool list panel resizable
([googleapis#2253](googleapis#2253))
([276cf60](googleapis@276cf60))


### Bug Fixes

* **ci:** Add path for forked PR unit test runs
([googleapis#2540](googleapis#2540))
([04dd2a7](googleapis@04dd2a7))
* Deflake alloydb omni
([googleapis#2431](googleapis#2431))
([62b8309](googleapis@62b8309))
* **docs/adk:** Resolve dependency duplication
([googleapis#2418](googleapis#2418))
([4d44abb](googleapis@4d44abb))
* **docs/langchain:** Fix core at 0.3.0 and align compatible
dependencies
([googleapis#2426](googleapis#2426))
([36edfd3](googleapis@36edfd3))
* Enforce required validation for explicit null parameter values
([googleapis#2519](googleapis#2519))
([d5e9512](googleapis@d5e9512))
* **oracle:** Enable DML operations and resolve incorrect array type
error ([googleapis#2323](googleapis#2323))
([72146a4](googleapis@72146a4))
* **server/mcp:** Guard nil dereference in sseManager.get
([googleapis#2557](googleapis#2557))
([e534196](googleapis@e534196)),
closes [googleapis#2548](googleapis#2548)
* **tests/postgres:** Implement uuid-based isolation and reliable
resource cleanup
([googleapis#2377](googleapis#2377))
([8a96fb1](googleapis@8a96fb1))
* **tests/postgres:** Restore list_schemas test and implement dynamic
owner ([googleapis#2521](googleapis#2521))
([7041e79](googleapis@7041e79))
* **tests:** Resolve LlamaIndex dependency conflict in JS quickstart
([googleapis#2597](googleapis#2597))
([ac11f5a](googleapis@ac11f5a))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
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Add support for hot-reloading with NFS-based tools.yaml file

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