fix(server): Add embeddingModel config initialization#2281
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Summary of ChangesHello @duwenxin99, 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 resolves a critical configuration loading oversight where embedding models were not being initialized when the application first started. By explicitly assigning the embedding model configurations during the initial setup phase, the change guarantees that these models are available and correctly configured from the outset, improving application stability and predictability. Highlights
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embeddingModel config initializationembeddingModel config initialization
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Code Review
This pull request correctly addresses a bug where embedding models were not being initialized on startup. The fix is simple and effective, adding the missing line to populate EmbeddingModelConfigs in the server configuration. This ensures that embedding models are available from the start, not just after a hot reload. The change is well-placed and follows the existing code structure. Excellent fix!
🤖 I have created a release *beep* *boop* --- ## [0.25.0](v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](#2121)) ([9c62f31](9c62f31)) * Add `allowed-hosts` flag ([#2254](#2254)) ([17b41f6](17b41f6)) * Add parameter default value to manifest ([#2264](#2264)) ([9d1feca](9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](#858)) ([b706b5b](b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](#2202)) ([731a32e](731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](#2210)) ([a450600](a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](#2155)) ([4a4cf1e](4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](#2245)) ([eb79339](eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](#2156)) ([cf0fc51](cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](#2151)) ([17b70cc](17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](#2281)) ([a779975](a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](#2217)) ([7daa411](7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](#2228)) ([7053fbb](7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](#2265)) ([ef8f3b0](ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](#2231)) ([268700b](268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](#2121)) ([9c62f31](9c62f31)) * Add `allowed-hosts` flag ([#2254](#2254)) ([17b41f6](17b41f6)) * Add parameter default value to manifest ([#2264](#2264)) ([9d1feca](9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](#858)) ([b706b5b](b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](#2202)) ([731a32e](731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](#2210)) ([a450600](a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](#2155)) ([4a4cf1e](4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](#2245)) ([eb79339](eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](#2156)) ([cf0fc51](cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](#2151)) ([17b70cc](17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](#2281)) ([a779975](a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](#2217)) ([7daa411](7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](#2228)) ([7053fbb](7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](#2265)) ([ef8f3b0](ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](#2231)) ([268700b](268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
Embedding Models were only loaded in hot reload because it was not initialized properly.
🤖 I have created a release *beep* *boop* --- ## [0.25.0](v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](#2121)) ([9c62f31](9c62f31)) * Add `allowed-hosts` flag ([#2254](#2254)) ([17b41f6](17b41f6)) * Add parameter default value to manifest ([#2264](#2264)) ([9d1feca](9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](#858)) ([b706b5b](b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](#2202)) ([731a32e](731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](#2210)) ([a450600](a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](#2155)) ([4a4cf1e](4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](#2245)) ([eb79339](eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](#2156)) ([cf0fc51](cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](#2151)) ([17b70cc](17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](#2281)) ([a779975](a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](#2217)) ([7daa411](7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](#2228)) ([7053fbb](7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](#2265)) ([ef8f3b0](ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](#2231)) ([268700b](268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](googleapis/mcp-toolbox#2121)) ([9c62f31](googleapis/mcp-toolbox@9c62f31)) * Add `allowed-hosts` flag ([#2254](googleapis/mcp-toolbox#2254)) ([17b41f6](googleapis/mcp-toolbox@17b41f6)) * Add parameter default value to manifest ([#2264](googleapis/mcp-toolbox#2264)) ([9d1feca](googleapis/mcp-toolbox@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](googleapis/mcp-toolbox#858)) ([b706b5b](googleapis/mcp-toolbox@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](googleapis/mcp-toolbox#2202)) ([731a32e](googleapis/mcp-toolbox@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](googleapis/mcp-toolbox#2210)) ([a450600](googleapis/mcp-toolbox@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](googleapis/mcp-toolbox#2155)) ([4a4cf1e](googleapis/mcp-toolbox@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](googleapis/mcp-toolbox#2245)) ([eb79339](googleapis/mcp-toolbox@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](googleapis/mcp-toolbox#2156)) ([cf0fc51](googleapis/mcp-toolbox@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](googleapis/mcp-toolbox#2151)) ([17b70cc](googleapis/mcp-toolbox@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](googleapis/mcp-toolbox#2281)) ([a779975](googleapis/mcp-toolbox@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](googleapis/mcp-toolbox#2217)) ([7daa411](googleapis/mcp-toolbox@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](googleapis/mcp-toolbox#2228)) ([7053fbb](googleapis/mcp-toolbox@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](googleapis/mcp-toolbox#2265)) ([ef8f3b0](googleapis/mcp-toolbox@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](googleapis/mcp-toolbox#2231)) ([268700b](googleapis/mcp-toolbox@268700b)) --- 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
Embedding Models were only loaded in hot reload because it was not initialized properly.