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feat(deps): update dependency googleapis/mcp-toolbox to v1 - #80

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feat(deps): update dependency googleapis/mcp-toolbox to v1#80
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renovate-bot:renovate/googleapis-mcp-toolbox-1.x

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@renovate-bot renovate-bot commented Apr 10, 2026 •
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This PR contains the following updates:

Package Update Change
googleapis/mcp-toolbox major 0.26.0 → 1.8.0

Release Notes

googleapis/mcp-toolbox (googleapis/mcp-toolbox)

v1.8.0

Compare Source

Features
  • Add groups support (#​3605) (e75ec3b)
  • prebuilt: Migrate skills-repo toolsets to kind: group with descriptions (#​3595) (b895b36)
  • server: Add /healthz endpoint for container health checks (#​3060) (d5aefbc)
  • skills: Add --group flag to generate a skill from one group (#​3585) (c1abd4f)
  • skills: Default --name to --group, --toolset, or single --prebuilt name (#​3586) (2b33b08)
  • skills: Make description optional during skills gen (#​3584) (d0a8f14)
  • tool/looker: Add get_field_value_suggestions tool (#​3696) (3debe81)
  • tools/dataplex-update-data-product-aspects: Add dataplex-update-data-product-aspects tool (#​3607) (f940937)
  • Update draft specs to 2026-07-28 (#​3699) (cf128ff)
Bug Fixes
  • Re-add name validation to tools name (#​3654) (944f6ce)
  • Re-add tool validation during startup (#​3705) (25ce953)
  • server: Sort default toolset alphabetically for stable ordering (#​3539) (e5da24c)
  • source/cloud-sql-admin: Validate source instance for backup-run restore (#​3555) (3ebe500)
  • source/dataplex: Cleanup Dataplex Data Product resources that may have leaked due to previously aborted tests (#​3627) (3fb5a3f)
  • source/http: Block CGNAT 100.64.0.0/10 in default SSRF guard (#​3625) (a0f36f4)
  • tools/looker: Enhance looker-run-dashboard to handle result maker structures and merge queries (#​3698) (7666bc0)
  • tools/looker: Log request/response traces at debug, not error (#​3552) (c3ad445)

v1.7.0

Compare Source

Features
  • Add quotaProject support for BigQuery and Looker conversational analytics (#​2610) (f3e7ca9)
  • arcadedb: Add arcadedb source and tools (#​2961) (351de00)
  • cmd/internal,docs: Add warning log that prebuilt tools are for developer use (#​3451) (8cffcef)
  • source/postgres: Add optional connectTimeout (#​3620) (b574b07)
  • tool/clickhouse-sql: Add native vector embedding support (#​3229) (6cbe1c2)
  • tool/dataplex-update-data-product,tool/dataplex-create-data-asset,tool/dataplex-update-data-asset: Add update data product, create data asset, and update data asset tools for knowledge catalog source (#​3574) (721c204)
  • tools/dataplex-create-data-product: Add dataplex-create-data-product tool (#​3504) (5cee0d2)
  • tools/dataplex-get-data-asset: Add dataplex-get-data-asset tool (#​3503) (1ddfbe9)
Bug Fixes
  • parameters: Report the offending value in array/map type errors (#​3512) (4034d6f)
  • parameters: Return an error instead of panicking on a non-string type field (#​3516) (66a0d53)
  • source/looker: Dynamically resolve public host URL (#​3603) (0428afd)
  • tool/looker-run-dashboard: Add support for SQL Runner query tiles (#​3594) (0975d0a)

v1.6.0

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Features
  • Support MCP 2026 draft specs (#​3544) (d12eaa8)
  • release: Add digital signature to Toolbox binaries (#​3528) (3f0f0af)
  • tool/cloud-storage: Configure object operation parameters (#​3529) (d6dc5fe)
  • tool/cloud-storage: Support configurable parameters (#​3478) (bc2de2a)
  • tools/dataplex-list-data-products: Add dataplex-list-data-products tool (#​3337) (6dd669a)
  • tools/dataplex-get-data-product: Add dataplex-get-data-product tool (#​3499) (7ea7a09)
  • tools/dataplex-list-data-assets: Add dataplex-list-data-assets tool (#​3500) (182f933)
  • tools/looker: Support complex filter_expression parameter in queries (#​3494) (997fb8c)
  • tools/looker: Support dynamic_fields parameter in queries (#​3507) (cd22b89)
Bug Fixes
  • tools/gda: Support mTLS and GOOGLE_API_USE_MTLS_ENDPOINT for GDA client (#​3460) (cc2a61e)
  • tools/looker-conversational-analytics: Validate explore_references shape instead of panicking (#​3531) (b67419d)
  • tool/looker-create-view-from-table: Correct Looker API payload structure (#​3515) (18c539c)

v1.5.0

Compare Source

Features
  • auth/google: Require audience or clientId for mcpEnabled (#​3450) (59f7b6e)
  • Enable per source level flags for sql commenter (#​3465) (ecce6b7)
  • mcp: Add URL parameter binding for HTTP transport (#​3112) (0cc7b37)
  • scylladb: Adding support for ScyllaDB source and tool (#​3119) (2dada83)
  • server: Add support for toolset filtering in prebuilt CLI flag (#​3245) (7cc4f65)
  • skills: Generate skills offline without live source connections (#​3388) (4c860b6)
  • skills: Tolerate missing env vars during offline skills-generate (#​3399) (ea5d3e5)
  • source/cloud-storage: Restrict bucket and local path access (#​3454) (2c3ca5d)
  • tools/bigquery: Add per tool query label in BigQuery jobs (#​1975) (3f6a49f)
  • tools/dataplex: Add tools to support metadata enrichment workflow (#​3270) (05289aa)
  • tools/mysql: Add show-query-stats and list-all-locks tools for MySQL and Cloud SQL MySQL source (#​2954) (a9693bd)
  • tools: Decouple tool initialization from sources (#​3355) (32a24e3)
Bug Fixes
  • auth/dataplex: Fix failing source with service account credentials (#​3369) (ba4deef)
  • bigquery: Wire maximumBytesBilled into prebuilt config (#​3385) (4abbf6e)
  • Bound MCP HTTP body size (#​3216) (d4f4342)
  • config: Add doc/line context to parse errors (#​2957) (4b097da)
  • Escape delimiter characters in applyEscape to prevent SQL injection (#​2811) (932519a)
  • npm: Source binary version from cmd/version.txt (#​3417) (6ffbdec)
  • prebuilt/alloydb-omni: Require password env var explicitly (#​3398) (fcbe3e7)
  • server: Fail if MCP auth is enabled together with enable-api (#​3435) (a6ff910)
  • server: Return errors instead of panicking in InitializeConfigs (#​3397) (f48b01d)
  • source/cloudhealthcare: Validate pageURL parameter to prevent SSRF (#​3453) (9abf47d)
  • source/dataplex,source/datalineage: Specify cloud-platform scope for default credentials (#​3376) (13e8c36)
  • source/http: Implement SSRF guard (#​3448) (24d7d29)
  • tool/bigquery-execute-sql: Prevent dataset restriction bypass (#​3452) (ca6d5e3)
  • tool/mysql-get-query-plan: Prevent query execution bypass and statement injection (#​3235) (7ed1e7b)
  • tool/spanner-sql,tool/spanner-execute-sql: Use read-only annotations when readOnly is set (#​3338) (8bde0ec)

v1.4.0

Compare Source

Features
  • ci: Add support for windows/arm64 binary distribution (#​3231) (10abf3b)
  • datalineage: Add Data Lineage integration (#​3285) (19353c3)
  • server: Ignore unknown tools at startup with --ignore-unknown-tools flag (#​3353) (5f0304f)
  • tools/cloudsqlpg: Add remaining vector assist tools for Cloud SQL Postgres (#​3203) (b514cbd)
  • tools/spanner-search-catalog: Implement search_catalog tool (#​3140) (defc086)
Bug Fixes
  • auth/generic: Enforce issuer presence in opaque token validation (#​3360) (1d8df0d)
  • auth: Separate Google and Generic MCP OAuth verification (#​3341) (dfd66ee)
  • mcp: Support annotations and metadata within Tools to earlier MCP schemas (#​3300) (9a88c72)
  • oracle: Remove trailing semicolons from prebuilt tools (#​3215) (fcad02d)
  • server/auth: Centralize tool scopes validation (#​3335) (adce4ab)
  • server: Return null id for batch request rejection (#​3333) (0b18d58)
  • source/dataplex: Limit search results to pageSize (#​3323) (905c1f6), closes #​3308
  • telemetry: Allow GCP project override (#​2960) (3c83ba5)
  • tool/bigquery: Prevent allowedDatasets bypass in forecast query (#​3324) (45df461)
  • tool/clickhouse: Handle ignored ProcessParameters error (#​3340) (ddfd887)
  • tools/clickhouse,tools/bigquery: Validate identifier parameters to prevent injection (#​3219) (2f45f75)
  • tools/looker: Escape filter values for unquoted parameters (#​3289) (1711156)

v1.3.0

Compare Source

Features
  • auth: Implement MCP auth tool-level scopes validation (#​3049) (c528985)
  • looker: Propagate client IP from incoming MCP requests to downstream SDK calls (#​3253) (75da6c2)
  • Setup SQLCommenter and allow client metadata (#​3064) (9f1f9b3)
  • tool/cloudsqladmin: Add cloud-sql-admin-execute-sql-many and cloud-sql-admin-sql-many (#​3083) (ef300a8)
Bug Fixes
  • auth/generic: Fix generic auth expiration field and integration with authRequired (#​3251) (f4d16c0)
  • Enforce toolset/promptset boundary on tools/call and prompts/get (#​3036) (c739b80)
  • tools/http: Prevent path traversal and base path scope escape (#​3218) (80a6602)
  • tools/looker: Return a 401 error to MCP client when Looker returns a 401 (#​3233) (4f409a3)
  • tools/looker: Strip wrapping quotes from filter values for unquoted parameters (#​3273) (1e3de96)
  • tools: Initialize query result slices to empty array (#​3250) (60ddf48)

v1.2.0

Compare Source

Features
  • Add support for HTTPS/TLS listener (#​3126) (8bc385d)
  • source/bigquery: Add maximumBytesBilled source config (#​2724) (42f2d07)
  • source/cloud-storage: Add bucket and object management tools (#​3129) (8de9bcf)
  • source/cloud-storage: Add Cloud Storage source with list_objects and read_object tools (#​3081) (da27b37)
  • source/cloud-storage: Add write/copy/move/delete object tools (#​3139) (b225fc4)
  • tools/knowledge-catalog: Search Data Quality Scans (#​2444) (1c63551)
Bug Fixes
  • Allow converting string literal block with list (#​3050) (36ab2a9), closes #​3023
  • mcp: Implement router-level logger injection for MCP auth (#​3067) (ccc7cf5)
  • Prevent test.db from being created during unit tests (#​3042) (d10d2ca)
  • Remove hardcoded * allowed origin for sse (#​3054) (c4c7bd9)
  • sources/postgres: Apply URL encoding to query string params (#​3020) (6b860f4)
  • tool/looker-conversational-analytics: OAuth token in GDA payload fix (#​3058) (6632d96)
  • tools/bigquery-execute-sql: Avoid surfacing invalid queries as MCP 500s (#​3056) (7ed92c8)
  • tools/looker: Fix OAuth for Converational Analytics (#​3044) (f9e3e55)

v1.1.0

Compare Source

Features
  • tools/cloudsqlpg: Add vector assist tools for Cloud SQL Postgres (#​2909) (7a6d849)
Bug Fixes
Docs Update
  • knowledge-catalog: Rename dataplex to knowledge-catalog across docs (#​3039) (45c05e3)

v1.0.0

Compare Source

[!IMPORTANT]
This is the first stable release. Please review the UPGRADING.md guide for instructions on migrating from previous beta versions.

⚠ BREAKING CHANGES
  • tools/elasticsearch: add vector search support and remove query passing through param (#​2891)
  • tools/looker: refactor looker-git-branch tool into 5 separate tools (#​2976)
Features
  • auth: Support opaque token validation for generic authService (#​2944) (c924701)
  • cloudsqlpg: Run SELECT 1 after successful connection attempt (#​2997) (6ed9700)
  • tools/bigquerysql: Add semantic search support (#​2890) (862c396)
  • tools/elasticsearch-execute-esql: Add Tool to execute arbitrary ES/QL queries (#​3013) (ae49fb7)
  • tools/elasticsearch: Add vector search support and remove query passing through param (#​2891) (d44e879)
  • tools/looker: Refactor looker-git-branch tool into 5 separate tools (#​2976) (b2472d4)
  • tools/mysql: Add list-table-stats-tool to list table statistics in MySQL and Cloud SQL MySQL source. (#​2938) (dc2c2b4)

v0.32.0

Compare Source

⚠ BREAKING CHANGES
Features
Bug Fixes
  • bigquery: Add impersonateServiceAccount to prebuilt config (#​2770) (9c3a748)
  • quickstart: Robust tool lookup and modernize dependencies in Python samples (#​2863) (4c0845d)
  • skills: Fix skill generation template (#​2914) (a01a15e)
  • skills: Prevent empty strings overriding optional env vars in node scripts (#​2963) (c52adeb)
  • tests/bigquery: Implement uuid-based isolation and reliable resource cleanup (#​2547) (479d842)
  • tests/Bigtable: Implement uuid-based isolation and reliable resource cleanup (#​2880) (a769f15)
  • Update error for ConvertConfig function (#​2993) (62bdabb)
Code Refactoring

v0.31.0

Compare Source

⚠ BREAKING CHANGES
  • release upgraded docsite (#​2831)
  • http: sanitize non-2xx error output (#​2654)
  • add a new enable-api flag (#​2846)
  • remove deprecations and update tools-file flag (#​2806)
Features
Bug Fixes
  • ci: Remove search index generation from preview deployment workflow (#​2859) (f8891b8)
  • docs: Skip empty folders in pagination & reduce PR comment noise (#​2853) (9ebd93a)
  • http: Sanitize non-2xx error output (#​2654) (5bef954)
  • skills: Fix integer parameter parsing through agent skills (#​2847) (4564efe)
Documentation

v0.30.0

Compare Source

Features
Bug Fixes
  • cloudloggingadmin: Increase log injesting time and add auth test (#​2772) (50b4457)
  • oracle: Normalize encoded proxy usernames in go-ora DSN (#​2469) (b1333cd)
  • postgres: Update execute-sql tool to avoid multi-statements parameter (#​2707) (58bc772)
  • skills: Improve flag validation and silence unit test output (#​2759) (f3da6aa)
  • test: Address flaky healthcare integration test run (#​2742) (9590821)
Reverts
  • ci: Implement conditional sharding logic in integration tests (#​2763) (1528d7c)

v0.29.0

Compare Source

⚠ BREAKING CHANGES
  • source/alloydb: restructure prebuilt toolsets (#​2639)
  • source/spanner: restructure prebuilt toolsets (#​2641)
  • source/dataplex: restructure prebuilt toolsets (#​2640)
  • source/oss-db: restructure prebuilt toolsets (#​2638)
  • source/cloudsql: restructure prebuilt toolsets (#​2635)
  • source/bigquery: restructure prebuilt toolsets (#​2637)
  • source/firestore: restructure prebuilt toolsets (#​2636)
  • telemetry metrics updates as per semantic convention (#​2566)
Features
Bug Fixes
  • Improve list locks integration test for postgres (#​2279) (d9ebe5d)
  • mcp: Guard nil SSE session lookup and return 400 for missing session (#​2681) (f66189f)
  • oracle: Update oracle-execute-sql tool interface to match source signature (#​2627) (81699a3)
  • Return AllParams for GetParameter() for tools with templateParameter(#​2734) (bfd7ba6)
  • server/mcp: Scope defer span.End inside loop iteration (#​2558) (c88a62d), closes #​2549
  • skill: Fix env variable propagation (#​2645) (5271368)
  • sources/looker: Looker and looker-dev prebuilt tools should share one source definition. (#​2620) (df7f2fd)
  • telemetry: Histogram buckets from OTel standard to MCP standards (#​2729) (87cd4a0)
  • ui: Remove module from script (#​2703) (6943ab6)
  • Update toolset attributes naming (#​2554) (3d6ae4e)

v0.28.0

Compare Source

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

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BEGIN_COMMIT_OVERRIDE
feat: Add groups support (mcp-toolbox#​3605) (e75ec3b)
feat: prebuilt: Migrate skills-repo toolsets to kind: group with descriptions (mcp-toolbox#​3595) (b895b36)
feat: server: Add /healthz endpoint for container health checks (mcp-toolbox#​3060) (d5aefbc)
feat: skills: Add --group flag to generate a skill from one group (mcp-toolbox#​3585) (c1abd4f)
feat: skills: Default --name to --group, --toolset, or single --prebuilt name (mcp-toolbox#​3586) (2b33b08)
feat: skills: Make description optional during skills gen (mcp-toolbox#​3584) (d0a8f14)
feat: Update draft specs to 2026-07-28 (mcp-toolbox#​3699) (cf128ff)
fix: Re-add name validation to tools name (mcp-toolbox#​3654) (944f6ce)
fix: Re-add tool validation during startup (mcp-toolbox#​3705) (25ce953)
fix: server: Sort default toolset alphabetically for stable ordering (mcp-toolbox#​3539) (e5da24c)
feat: Add quotaProject support for BigQuery and Looker conversational analytics (mcp-toolbox#​2610) (f3e7ca9)
feat: arcadedb: Add arcadedb source and tools (mcp-toolbox#​2961) (351de00)
feat: cmd/internal,docs: Add warning log that prebuilt tools are for developer use (mcp-toolbox#​3451) (8cffcef)
feat: source/postgres: Add optional connectTimeout (mcp-toolbox#​3620) (b574b07)
fix: parameters: Report the offending value in array/map type errors (mcp-toolbox#​3512) (4034d6f)
fix: parameters: Return an error instead of panicking on a non-string type field (mcp-toolbox#​3516) (66a0d53)
feat: Support MCP 2026 draft specs (mcp-toolbox#​3544) (d12eaa8)
feat: release: Add digital signature to Toolbox binaries (mcp-toolbox#​3528) (3f0f0af)
feat: auth/google: Require audience or clientId for mcpEnabled (mcp-toolbox#​3450) (59f7b6e)
feat: Enable per source level flags for sql commenter (mcp-toolbox#​3465) (ecce6b7)
feat: mcp: Add URL parameter binding for HTTP transport (mcp-toolbox#​3112) (0cc7b37)
feat: scylladb: Adding support for ScyllaDB source and tool (mcp-toolbox#​3119) (2dada83)
feat: server: Add support for toolset filtering in prebuilt CLI flag (mcp-toolbox#​3245) (7cc4f65)
feat: skills: Generate skills offline without live source connections (mcp-toolbox#​3388) (4c860b6)
feat: skills: Tolerate missing env vars during offline skills-generate (mcp-toolbox#​3399) (ea5d3e5)
feat: tools: Decouple tool initialization from sources (mcp-toolbox#​3355) (32a24e3)
fix: auth/dataplex: Fix failing source with service account credentials (mcp-toolbox#​3369) (ba4deef)
fix: bigquery: Wire maximumBytesBilled into prebuilt config (mcp-toolbox#​3385) (4abbf6e)
fix: Bound MCP HTTP body size (mcp-toolbox#​3216) (d4f4342)
fix: config: Add doc/line context to parse errors (mcp-toolbox#​2957) (4b097da)
fix: Escape delimiter characters in applyEscape to prevent SQL injection (mcp-toolbox#​2811) (932519a)
fix: npm: Source binary version from cmd/version.txt (mcp-toolbox#​3417) (6ffbdec)
fix: prebuilt/alloydb-omni: Require password env var explicitly (mcp-toolbox#​3398) (fcbe3e7)
fix: server: Fail if MCP auth is enabled together with enable-api (mcp-toolbox#​3435) (a6ff910)
fix: server: Return errors instead of panicking in InitializeConfigs (mcp-toolbox#​3397) (f48b01d)
feat: ci: Add support for windows/arm64 binary distribution (mcp-toolbox#​3231) (10abf3b)
feat: datalineage: Add Data Lineage integration (mcp-toolbox#​3285) (19353c3)
feat: server: Ignore unknown tools at startup with --ignore-unknown-tools flag (mcp-toolbox#​3353) (5f0304f)
feat: tools/cloudsqlpg: Add remaining vector assist tools for Cloud SQL Postgres (mcp-toolbox#​3203) (b514cbd)
fix: auth/generic: Enforce issuer presence in opaque token validation (mcp-toolbox#​3360) (1d8df0d)
fix: auth: Separate Google and Generic MCP OAuth verification (mcp-toolbox#​3341) (dfd66ee)
fix: mcp: Support annotations and metadata within Tools to earlier MCP schemas (mcp-toolbox#​3300) (9a88c72)
fix: oracle: Remove trailing semicolons from prebuilt tools (mcp-toolbox#​3215) (fcad02d)
fix: server/auth: Centralize tool scopes validation (mcp-toolbox#​3335) (adce4ab)
fix: server: Return null id for batch request rejection (mcp-toolbox#​3333) (0b18d58)
fix: telemetry: Allow GCP project override (mcp-toolbox#​2960) (3c83ba5)
feat: auth: Implement MCP auth tool-level scopes validation (mcp-toolbox#​3049) (c528985)
feat: looker: Propagate client IP from incoming MCP requests to downstream SDK calls (mcp-toolbox#​3253) (75da6c2)
feat: Setup SQLCommenter and allow client metadata (mcp-toolbox#​3064) (9f1f9b3)
fix: auth/generic: Fix generic auth expiration field and integration with authRequired (mcp-toolbox#​3251) (f4d16c0)
fix: tools: Initialize query result slices to empty array (mcp-toolbox#​3250) (60ddf48)
feat: Add support for HTTPS/TLS listener (mcp-toolbox#​3126) (8bc385d)
fix: Allow converting string literal block with list (mcp-toolbox#​3050) (36ab2a9), closes mcp-toolbox#​3023
fix: mcp: Implement router-level logger injection for MCP auth (mcp-toolbox#​3067) (ccc7cf5)
fix: Prevent test.db from being created during unit tests (mcp-toolbox#​3042) (d10d2ca)
fix: Remove hardcoded * allowed origin for sse (mcp-toolbox#​3054) (c4c7bd9)
fix: sources/postgres: Apply URL encoding to query string params (mcp-toolbox#​3020) (6b860f4)
feat: tools/cloudsqlpg: Add vector assist tools for Cloud SQL Postgres (mcp-toolbox#​2909) (7a6d849)
fix: looker: Convert configuration yaml to flat format (mcp-toolbox#​3022) (45c05e3)
fix: knowledge-catalog: Rename dataplex to knowledge-catalog across docs (mcp-toolbox#​3039) (45c05e3)
feat: auth: Support opaque token validation for generic authService (mcp-toolbox#​2944) (c924701)
feat: cloudsqlpg: Run SELECT 1 after successful connection attempt (mcp-toolbox#​2997) (6ed9700)
feat!: update repo name (mcp-toolbox#​2968)
feat: Add MCP tool annotations to all remaining tools (mcp-toolbox#​2221) (ea09db9)
feat: bigquery: Add conversational analytics tools for Data Agents (mcp-toolbox#​2517) (2490a4b)
feat: embeddingModel: Add Backend API selection fields (mcp-toolbox#​2592) (912aa9e)
feat: skills: Add Claude Code support to generated scripts (mcp-toolbox#​2966) (a1609e1)
feat: skills: Add codex user agent (mcp-toolbox#​2973) (070e939)
feat: skills: Tool invocation via npx (mcp-toolbox#​2916) (377dc5b)
feat: ui: Update to use /mcp endpoint (mcp-toolbox#​2829) (c3059c2)
fix: bigquery: Add impersonateServiceAccount to prebuilt config (mcp-toolbox#​2770) (9c3a748)
fix: quickstart: Robust tool lookup and modernize dependencies in Python samples (mcp-toolbox#​2863) (4c0845d)
fix: skills: Fix skill generation template (mcp-toolbox#​2914) (a01a15e)
fix: skills: Prevent empty strings overriding optional env vars in node scripts (mcp-toolbox#​2963) (c52adeb)
fix: tests/bigquery: Implement uuid-based isolation and reliable resource cleanup (mcp-toolbox#​2547) (479d842)
fix: tests/Bigtable: Implement uuid-based isolation and reliable resource cleanup (mcp-toolbox#​2880) (a769f15)
fix: Update error for ConvertConfig function (mcp-toolbox#​2993) (62bdabb)
fix: Update repo name (mcp-toolbox#​2968) (3aae809)
feat!: release upgraded docsite (mcp-toolbox#​2831)
feat!: http: sanitize non-2xx error output (mcp-toolbox#​2654)
feat!: add a new enable-api flag (mcp-toolbox#​2846)
feat!: remove deprecations and update tools-file flag (mcp-toolbox#​2806)
feat: Add a new enable-api flag (mcp-toolbox#​2846) (7a070da)
feat: auth: Add generic authService type for MCP (mcp-toolbox#​2619) (f6678f8)
feat: auth: Add Protected Resource Metadata endpoint (mcp-toolbox#​2698) (b53dcf2)
feat: auth: Support manual PRM override (mcp-toolbox#​2717) (283e4e3)
feat: dataplex: Add support for lookup context tool. (mcp-toolbox#​2744) (facb69d)
feat: Remove deprecations and update tools-file flag (mcp-toolbox#​2806) (ab64c95)
fix: ci: Remove search index generation from preview deployment workflow (mcp-toolbox#​2859) (f8891b8)
fix: docs: Skip empty folders in pagination & reduce PR comment noise (mcp-toolbox#​2853) (9ebd93a)
fix: http: Sanitize non-2xx error output (mcp-toolbox#​2654) (5bef954)
fix: skills: Fix integer parameter parsing through agent skills (mcp-toolbox#​2847) (4564efe)
feat: cli: Add migrate subcommand (mcp-toolbox#​2679) (12171f7)
feat: cli: Add serve subcommand (mcp-toolbox#​2550) (1e2c7c7)
feat: skill: One skill per toolset (mcp-toolbox#​2733) (5b85c65)
fix: cloudloggingadmin: Increase log injesting time and add auth test (mcp-toolbox#​2772) (50b4457)
fix: oracle: Normalize encoded proxy usernames in go-ora DSN (mcp-toolbox#​2469) (b1333cd)
fix: postgres: Update execute-sql tool to avoid multi-statements parameter (mcp-toolbox#​2707) (58bc772)
fix: skills: Improve flag validation and silence unit test output (mcp-toolbox#​2759) (f3da6aa)
fix: test: Address flaky healthcare integration test run (mcp-toolbox#​2742) (9590821)
fix: ci: Implement conditional sharding logic in integration tests (mcp-toolbox#​2763) (1528d7c)
feat!: telemetry metrics updates as per semantic convention (mcp-toolbox#​2566)
feat: Add user agent to embeddings generation (mcp-toolbox#​2572) (287251a)
feat: skill: Attach user agent metadata for generated skill (mcp-toolbox#​2697) (9598a6a)
feat: skills: Add additional-notes flag to generate skills command (mcp-toolbox#​2696) (73bf962)
feat: skill: Update skill generation logic (mcp-toolbox#​2646) (c233eee)
feat: Telemetry metrics updates as per semantic convention (mcp-toolbox#​2566) (131d764)
fix: Improve list locks integration test for postgres (mcp-toolbox#​2279) (d9ebe5d)
fix: mcp: Guard nil SSE session lookup and return 400 for missing session (mcp-toolbox#​2681) (f66189f)
fix: oracle: Update oracle-execute-sql tool interface to match source signature (mcp-toolbox#​2627) (81699a3)
fix: Return AllParams for GetParameter() for tools with templateParameter(mcp-toolbox#​2734) (bfd7ba6)
fix: server/mcp: Scope defer span.End inside loop iteration (mcp-toolbox#​2558) (c88a62d), closes mcp-toolbox#​2549
fix: skill: Fix env variable propagation (mcp-toolbox#​2645) (5271368)
fix: telemetry: Histogram buckets from OTel standard to MCP standards (mcp-toolbox#​2729) (87cd4a0)
fix: ui: Remove module from script (mcp-toolbox#​2703) (6943ab6)
fix: Update toolset attributes naming (mcp-toolbox#​2554) (3d6ae4e)
feat: Add polling system to dynamic reloading (mcp-toolbox#​2466) (fcaac9b)
feat: Added basic template for sdks doc migrate (mcp-toolbox#​1961) (87f2eaf)
feat: dataproc: Add dataproc source and list/get clusters/jobs tools (mcp-toolbox#​2407) (cc05e57)
feat: sources/postgres: Add configurable pgx query execution mode (mcp-toolbox#​2477) (57b77bc)
feat: ui: Make tool list panel resizable (mcp-toolbox#​2253) (276cf60)
fix: ci: Add path for forked PR unit test runs (mcp-toolbox#​2540) (04dd2a7)
fix: Deflake alloydb omni (mcp-toolbox#​2431) (62b8309)
fix: docs/adk: Resolve dependency duplication (mcp-toolbox#​2418) (4d44abb)
fix: docs/langchain: Fix core at 0.3.0 and align compatible dependencies ([#2426](https://redirect.github.com/googleapis/mcp-too
END_COMMIT_OVERRIDE

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