diff --git a/.ci/integration.cloudbuild.yaml b/.ci/integration.cloudbuild.yaml
index 733db8e438a2..7a4cb25a24aa 100644
--- a/.ci/integration.cloudbuild.yaml
+++ b/.ci/integration.cloudbuild.yaml
@@ -15,7 +15,7 @@
 steps:
   - id: "detect-changes"
     name: "gcr.io/cloud-builders/git"
-    waitFor: ["-"] 
+    waitFor: ["-"]
     entrypoint: "bash"
     args:
       - -c
@@ -98,7 +98,12 @@ steps:
       - "CLOUD_SQL_POSTGRES_REGION=$_REGION"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
     secretEnv:
-      ["CLOUD_SQL_POSTGRES_USER", "CLOUD_SQL_POSTGRES_PASS", "CLIENT_ID", "API_KEY"]
+      [
+        "CLOUD_SQL_POSTGRES_USER",
+        "CLOUD_SQL_POSTGRES_PASS",
+        "CLIENT_ID",
+        "API_KEY",
+      ]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -106,7 +111,7 @@ steps:
       - -c
       - |
         PATTERN="cloudsqlpg|internal/sources/postgres|tests/postgres|internal/server/|tests/common.go|tests/tool.go|.ci/"
-        
+
         if grep -qE "$$PATTERN" /workspace/changed_files.txt; then
           echo "Relevant changes detected. Starting Cloud SQL Postgres tests..."
           .ci/test_with_coverage.sh \
@@ -137,7 +142,7 @@ steps:
       - -c
       - |
         PATTERN="alloydb|internal/sources/postgres|tests/postgres|internal/server/|tests/common.go|.ci/"
-        
+
         if grep -qE "$$PATTERN" /workspace/changed_files.txt; then
           echo "Relevant changes detected. Starting AlloyDB tests..."
           .ci/test_with_coverage.sh \
@@ -161,7 +166,13 @@ steps:
       - "ALLOYDB_POSTGRES_DATABASE=$_DATABASE_NAME"
       - "ALLOYDB_POSTGRES_REGION=$_REGION"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv: ["ALLOYDB_POSTGRES_USER", "ALLOYDB_POSTGRES_PASSWORD", "CLIENT_ID", "API_KEY"]
+    secretEnv:
+      [
+        "ALLOYDB_POSTGRES_USER",
+        "ALLOYDB_POSTGRES_PASSWORD",
+        "CLIENT_ID",
+        "API_KEY",
+      ]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -508,7 +519,7 @@ steps:
       - "SPANNER_DATABASE=$_DATABASE_NAME"
       - "SPANNER_INSTANCE=$_SPANNER_INSTANCE"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv: ["CLIENT_ID"]
+    secretEnv: ["CLIENT_ID", "API_KEY"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -536,7 +547,7 @@ steps:
       - "GOPATH=/gopath"
       - "NEO4J_DATABASE=$_NEO4J_DATABASE"
       - "NEO4J_URI=$_NEO4J_URI"
-    secretEnv: ["NEO4J_USER", "NEO4J_PASS"]
+    secretEnv: ["NEO4J_USER", "NEO4J_PASS", "API_KEY"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -757,8 +768,7 @@ steps:
     env:
       - "GOPATH=/gopath"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv:
-      ["CLIENT_ID"]
+    secretEnv: ["CLIENT_ID"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -1159,7 +1169,7 @@ steps:
     env:
       - "GOPATH=/gopath"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv: ["CLIENT_ID", "ELASTICSEARCH_USER", "ELASTICSEARCH_PASS", "ELASTICSEARCH_HOST"]
+    secretEnv: ["CLIENT_ID", "API_KEY"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -1188,7 +1198,8 @@ steps:
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
       - "SNOWFLAKE_DATABASE=$_SNOWFLAKE_DATABASE"
       - "SNOWFLAKE_SCHEMA=$_SNOWFLAKE_SCHEMA"
-    secretEnv: ["CLIENT_ID", "SNOWFLAKE_USER", "SNOWFLAKE_PASS", "SNOWFLAKE_ACCOUNT"]
+    secretEnv:
+      ["CLIENT_ID", "SNOWFLAKE_USER", "SNOWFLAKE_PASS", "SNOWFLAKE_ACCOUNT"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -1215,7 +1226,8 @@ steps:
     env:
       - "GOPATH=/gopath"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv: ["CLIENT_ID", "CASSANDRA_USER", "CASSANDRA_PASS", "CASSANDRA_HOST"]
+    secretEnv:
+      ["CLIENT_ID", "CASSANDRA_USER", "CASSANDRA_PASS", "CASSANDRA_HOST"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -1237,13 +1249,14 @@ steps:
 
   - id: "oracle"
     name: ghcr.io/oracle/oraclelinux9-instantclient:23
-    waitFor: ["install-dependencies","detect-changes"]
+    waitFor: ["install-dependencies", "detect-changes"]
     entrypoint: /bin/bash
     env:
       - "GOPATH=/gopath"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
       - "ORACLE_SERVER_NAME=$_ORACLE_SERVER_NAME"
-    secretEnv: ["CLIENT_ID", "ORACLE_USERNAME", "ORACLE_PASSWORD", "ORACLE_HOST"]
+    secretEnv:
+      ["CLIENT_ID", "ORACLE_USERNAME", "ORACLE_PASSWORD", "ORACLE_HOST"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -1337,7 +1350,7 @@ steps:
       - "SINGLESTORE_USER=$_SINGLESTORE_USER"
       - "SINGLESTORE_DATABASE=$_SINGLESTORE_DATABASE"
       - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv: ["SINGLESTORE_PASSWORD", "SINGLESTORE_HOST", "CLIENT_ID"]
+    secretEnv: ["SINGLESTORE_PASSWORD", "SINGLESTORE_HOST", "CLIENT_ID", "API_KEY"]
     volumes:
       - name: "go"
         path: "/gopath"
@@ -1351,7 +1364,9 @@ steps:
           .ci/test_with_coverage.sh \
             "SingleStore" \
             singlestore \
-            singlestore
+            singlestore \
+            "" \
+            "API_KEY"
         else
           echo "No relevant changes for SingleStore. Skipping shard."
           exit 0
@@ -1384,7 +1399,6 @@ steps:
           exit 0
         fi
 
-
 availableSecrets:
   secretManager:
     # Common secrets
@@ -1474,12 +1488,6 @@ availableSecrets:
       env: YUGABYTEDB_USER
     - versionName: projects/$PROJECT_ID/secrets/yugabytedb_pass/versions/latest
       env: YUGABYTEDB_PASS
-    - versionName: projects/$PROJECT_ID/secrets/elastic_search_host/versions/latest
-      env: ELASTICSEARCH_HOST
-    - versionName: projects/$PROJECT_ID/secrets/elastic_search_user/versions/latest
-      env: ELASTICSEARCH_USER
-    - versionName: projects/$PROJECT_ID/secrets/elastic_search_pass/versions/latest
-      env: ELASTICSEARCH_PASS
     - versionName: projects/$PROJECT_ID/secrets/snowflake_account/versions/latest
       env: SNOWFLAKE_ACCOUNT
     - versionName: projects/$PROJECT_ID/secrets/snowflake_user/versions/latest
@@ -1573,4 +1581,4 @@ substitutions:
   _MARIADB_PORT: "3307"
   _MARIADB_DATABASE: test_database
   _SNOWFLAKE_DATABASE: "test"
-  _SNOWFLAKE_SCHEMA: "PUBLIC"
\ No newline at end of file
+  _SNOWFLAKE_SCHEMA: "PUBLIC"
diff --git a/.hugo/hugo.cloudflare.toml b/.hugo/hugo.cloudflare.toml
index ead01437dbb0..023d5ecc4a91 100644
--- a/.hugo/hugo.cloudflare.toml
+++ b/.hugo/hugo.cloudflare.toml
@@ -76,6 +76,10 @@ ignoreFiles = ["quickstart/shared", "quickstart/python", "quickstart/js", "quick
 # Add a new version block here before every release
 # The order of versions in this file is mirrored into the dropdown
 
+[[params.versions]]
+  version = "v1.0.0"
+  url = "https://mcp-toolbox.dev/v1.0.0/"
+
 [[params.versions]]
   version = "v0.32.0"
   url = "https://mcp-toolbox.dev/v0.32.0/"
diff --git a/.hugo/hugo.toml b/.hugo/hugo.toml
index 057a027e0bbf..eca92d8c4db2 100644
--- a/.hugo/hugo.toml
+++ b/.hugo/hugo.toml
@@ -61,6 +61,10 @@ ignoreFiles = ["quickstart/shared", "quickstart/python", "quickstart/js", "quick
 # Add a new version block here before every release
 # The order of versions in this file is mirrored into the dropdown
 
+[[params.versions]]
+  version = "v1.0.0"
+  url = "https://mcp-toolbox.dev/v1.0.0/"
+
 [[params.versions]]
   version = "v0.32.0"
   url = "https://mcp-toolbox.dev/v0.32.0/"
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d8a32ed417ea..66b1e92105e0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,27 @@
 # Changelog
 
+## [1.0.0](https://github.com/googleapis/mcp-toolbox/compare/v0.32.0...v1.0.0) (2026-04-10)
+
+
+> [!IMPORTANT]
+> This is the first stable release. Please review the [UPGRADING.md](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](https://github.com/googleapis/mcp-toolbox/issues/2891))
+* **tools/looker:** refactor looker-git-branch tool into 5 separate tools ([#2976](https://github.com/googleapis/mcp-toolbox/issues/2976))
+
+### Features
+
+* **auth:** Support opaque token validation for `generic` authService ([#2944](https://github.com/googleapis/mcp-toolbox/issues/2944)) ([c924701](https://github.com/googleapis/mcp-toolbox/commit/c924701adede95877594423d78b7ae72fe0b9c82))
+* **cloudsqlpg:** Run `SELECT 1` after successful connection attempt ([#2997](https://github.com/googleapis/mcp-toolbox/issues/2997)) ([6ed9700](https://github.com/googleapis/mcp-toolbox/commit/6ed9700e15f08b31e65eb0afa605f4a8ea937e66))
+* **tools/bigquerysql:** Add semantic search support ([#2890](https://github.com/googleapis/mcp-toolbox/issues/2890)) ([862c396](https://github.com/googleapis/mcp-toolbox/commit/862c396cadfa1d95d12cc121312a81035c22cbad))
+* **tools/elasticsearch-execute-esql:** Add Tool to execute arbitrary ES/QL queries ([#3013](https://github.com/googleapis/mcp-toolbox/issues/3013)) ([ae49fb7](https://github.com/googleapis/mcp-toolbox/commit/ae49fb737031d783b6734a0ea35488dd0f4c7ccc))
+* **tools/elasticsearch:** Add vector search support and remove query passing through param ([#2891](https://github.com/googleapis/mcp-toolbox/issues/2891)) ([d44e879](https://github.com/googleapis/mcp-toolbox/commit/d44e879336f6628790e3f1dca2477cb56fe8f080))
+* **tools/looker:** Refactor looker-git-branch tool into 5 separate tools ([#2976](https://github.com/googleapis/mcp-toolbox/issues/2976)) ([b2472d4](https://github.com/googleapis/mcp-toolbox/commit/b2472d4926dacc496fc6956185fb281b5e75f56f))
+* **tools/mysql:** Add list-table-stats-tool to list table statistics in MySQL and Cloud SQL MySQL source. ([#2938](https://github.com/googleapis/mcp-toolbox/issues/2938)) ([dc2c2b4](https://github.com/googleapis/mcp-toolbox/commit/dc2c2b44e512e34d4d3a0b9c63b59374c37c4c4a))
+
 ## [0.32.0](https://github.com/googleapis/mcp-toolbox/compare/v0.31.0...v0.32.0) (2026-04-08)
 
 
diff --git a/README.md b/README.md
index c5e0ffb9a3e4..718babe15abd 100644
--- a/README.md
+++ b/README.md
@@ -240,7 +240,7 @@ To install Toolbox as a binary:
 >
 > ```sh
 > # see releases page for other versions
-> export VERSION=0.32.0
+> export VERSION=1.0.0
 > curl -L -o toolbox https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/linux/amd64/toolbox
 > chmod +x toolbox
 > ```
@@ -253,7 +253,7 @@ To install Toolbox as a binary:
 >
 > ```sh
 > # see releases page for other versions
-> export VERSION=0.32.0
+> export VERSION=1.0.0
 > curl -L -o toolbox https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/darwin/arm64/toolbox
 > chmod +x toolbox
 > ```
@@ -266,7 +266,7 @@ To install Toolbox as a binary:
 >
 > ```sh
 > # see releases page for other versions
-> export VERSION=0.32.0
+> export VERSION=1.0.0
 > curl -L -o toolbox https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/darwin/amd64/toolbox
 > chmod +x toolbox
 > ```
@@ -279,7 +279,7 @@ To install Toolbox as a binary:
 >
 > ```cmd
 > :: see releases page for other versions
-> set VERSION=0.32.0
+> set VERSION=1.0.0
 > curl -o toolbox.exe "https://storage.googleapis.com/mcp-toolbox-for-databases/v%VERSION%/windows/amd64/toolbox.exe"
 > ```
 >
@@ -291,7 +291,7 @@ To install Toolbox as a binary:
 >
 > ```powershell
 > # see releases page for other versions
-> $VERSION = "0.32.0"
+> $VERSION = "1.0.0"
 > curl.exe -o toolbox.exe "https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/windows/amd64/toolbox.exe"
 > ```
 >
@@ -304,7 +304,7 @@ You can also install Toolbox as a container:
 
 ```sh
 # see releases page for other versions
-export VERSION=0.32.0
+export VERSION=1.0.0
 docker pull us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION
 ```
 
@@ -328,7 +328,7 @@ To install from source, ensure you have the latest version of
 [Go installed](https://go.dev/doc/install), and then run the following command:
 
 ```sh
-go install github.com/googleapis/mcp-toolbox@v0.32.0
+go install github.com/googleapis/mcp-toolbox@v1.0.0
 ```
 <!-- {x-release-please-end} -->
 
diff --git a/UPGRADING.md b/UPGRADING.md
index f5d9c408b494..2de513562905 100644
--- a/UPGRADING.md
+++ b/UPGRADING.md
@@ -16,7 +16,16 @@ This guide outlines what has changed and the steps you need to take to upgrade.
 
 ## 🚨 Breaking Changes (Action Required)
 
-### 1. Endpoint Transition: `/api` disabled by default
+### 1. Repository Rename: genai-toolbox ➡️ mcp-toolbox
+The GitHub repository has been officially renamed to `googleapis/mcp-toolbox`. To update your local environment, run the following commands:
+
+1. Rename your local directory: `cd .. && mv genai-toolbox mcp-toolbox && cd mcp-toolbox`
+
+2. Update the remote URL: `git remote set-url origin git@github.com:googleapis/mcp-toolbox.git`
+
+3. Verify the update: `git remote -v`
+
+### 2. Endpoint Transition: `/api` disabled by default
 The legacy `/api` endpoint for the native Toolbox protocol is now disabled by default. All official SDKs have been updated to use the `/mcp` endpoint, which aligns with the standard Model Context Protocol (MCP) specification. 
 
 If you still require the legacy `/api` endpoint, you must explicitly activate it using a new command-line flag.
@@ -27,15 +36,15 @@ If you still require the legacy `/api` endpoint, you must explicitly activate it
   relied on a non-standard feature that is missing from the new implementation, please submit a
   feature request on our [GitHub Issues page](https://github.com/googleapis/mcp-toolbox/issues).
 
-### 2. Strict Tool Naming Validation (SEP986)
+### 3. Strict Tool Naming Validation (SEP986)
 Tool names are now strictly validated against [ModelContextProtocol SEP986 guidelines](https://github.com/alexhancock/modelcontextprotocol/blob/main/docs/specification/draft/server/tools.mdx#tool-names) prior to MCP initialization.
 * **Migration:** Ensure all your tool names **only** contain alphanumeric characters, hyphens (`-`), underscores (`_`), and periods (`.`). Any other special characters will cause initialization to fail.
 
-### 3. Removed CLI Flags
+### 4. Removed CLI Flags
 The legacy snake_case flag `--tools_file` has been completely removed.
 * **Migration:** Update your deployment scripts to use `--config` instead.
 
-### 4. Singular `kind` Values in Configuration
+### 5. Singular `kind` Values in Configuration
 _(This step applies only if you are currently using the new flat format.)_
 
 All primitive kind fields in configuration files have been updated to use singular nouns instead of plural. For example, `kind: sources` is now `kind: source`, and `kind: tools` is now `kind: tool`.
@@ -44,12 +53,12 @@ All primitive kind fields in configuration files have been updated to use singul
 values. _(Note: If you transitioned to the flat format using the `./toolbox migrate` command, this step was handled automatically.)_
 
 
-### 5. Configuration Schema: `authSources` renamed
+### 6. Configuration Schema: `authSources` renamed
 The `authSources` field is no longer supported in configuration files.
 * **Migration:** Rename all instances of `authSources` to `authService` in your
   configuration files.
 
-### 6. CloudSQL for SQL Server: `ipAddress` removed
+### 7. CloudSQL for SQL Server: `ipAddress` removed
 The `ipAddress` field for the CloudSQL for SQL Server source was redundant and has been removed.
 * **Migration:** Remove the `ipAddress` field from your CloudSQL for SQL Server configurations.
 
diff --git a/cmd/internal/config_test.go b/cmd/internal/config_test.go
index 8985494ed8d5..d9bbeaa53e67 100644
--- a/cmd/internal/config_test.go
+++ b/cmd/internal/config_test.go
@@ -1763,7 +1763,7 @@ func TestPrebuiltTools(t *testing.T) {
 				},
 				"monitor": tools.ToolsetConfig{
 					Name:      "monitor",
-					ToolNames: []string{"get_query_plan", "list_active_queries", "get_query_metrics", "get_system_metrics", "list_table_fragmentation", "list_tables_missing_unique_indexes"},
+					ToolNames: []string{"get_query_plan", "list_active_queries", "get_query_metrics", "get_system_metrics", "list_table_fragmentation", "list_table_stats", "list_tables_missing_unique_indexes"},
 				},
 				"lifecycle": tools.ToolsetConfig{
 					Name:      "lifecycle",
@@ -1847,7 +1847,7 @@ func TestPrebuiltTools(t *testing.T) {
 				},
 				"monitor": tools.ToolsetConfig{
 					Name:      "monitor",
-					ToolNames: []string{"get_query_plan", "list_active_queries", "list_table_fragmentation", "list_tables_missing_unique_indexes"},
+					ToolNames: []string{"get_query_plan", "list_active_queries", "list_table_fragmentation", "list_table_stats", "list_tables_missing_unique_indexes"},
 				},
 			},
 		},
diff --git a/cmd/internal/imports.go b/cmd/internal/imports.go
index e84192909a53..edbf8d0cde29 100644
--- a/cmd/internal/imports.go
+++ b/cmd/internal/imports.go
@@ -182,6 +182,7 @@ import (
 	_ "github.com/googleapis/mcp-toolbox/internal/tools/mysql/mysqllisttablefragmentation"
 	_ "github.com/googleapis/mcp-toolbox/internal/tools/mysql/mysqllisttables"
 	_ "github.com/googleapis/mcp-toolbox/internal/tools/mysql/mysqllisttablesmissinguniqueindexes"
+	_ "github.com/googleapis/mcp-toolbox/internal/tools/mysql/mysqllisttablestats"
 	_ "github.com/googleapis/mcp-toolbox/internal/tools/mysql/mysqlsql"
 	_ "github.com/googleapis/mcp-toolbox/internal/tools/neo4j/neo4jcypher"
 	_ "github.com/googleapis/mcp-toolbox/internal/tools/neo4j/neo4jexecutecypher"
diff --git a/cmd/version.txt b/cmd/version.txt
index 9eb2aa3f1095..3eefcb9dd5b3 100644
--- a/cmd/version.txt
+++ b/cmd/version.txt
@@ -1 +1 @@
-0.32.0
+1.0.0
diff --git a/docs/CLOUDSQLMYSQL_README.md b/docs/CLOUDSQLMYSQL_README.md
index f7f4c1d8c188..55bdd7ab66ef 100644
--- a/docs/CLOUDSQLMYSQL_README.md
+++ b/docs/CLOUDSQLMYSQL_README.md
@@ -61,6 +61,7 @@ The Cloud SQL for MySQL MCP server provides the following tools:
 | `list_tables`                        | Lists detailed schema information for user-created tables.              |
 | `list_tables_missing_unique_indexes` | Find tables that do not have primary or unique key constraint.          |
 | `list_table_fragmentation`           | List table fragmentation in MySQL.                                      |
+| `list_table_stats`                   | List table statistics in MySQL.                                         |
 
 ## Custom MCP Server Configuration
 
diff --git a/docs/en/documentation/connect-to/ides/looker_mcp.md b/docs/en/documentation/connect-to/ides/looker_mcp.md
index 20c2282457bd..c48bf2938d3b 100644
--- a/docs/en/documentation/connect-to/ides/looker_mcp.md
+++ b/docs/en/documentation/connect-to/ides/looker_mcp.md
@@ -109,19 +109,19 @@ After you install Looker in the MCP Store, resources and tools from the server a
 
 {{< tabpane persist=header >}}
 {{< tab header="linux/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/linux/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/arm64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/arm64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="windows/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/windows/amd64/toolbox.exe
 {{< /tab >}}
 {{< /tabpane >}}
     <!-- {x-release-please-end} -->
diff --git a/docs/en/documentation/connect-to/ides/mssql_mcp.md b/docs/en/documentation/connect-to/ides/mssql_mcp.md
index e18c8e98dacb..d3d298f4c654 100644
--- a/docs/en/documentation/connect-to/ides/mssql_mcp.md
+++ b/docs/en/documentation/connect-to/ides/mssql_mcp.md
@@ -45,19 +45,19 @@ instance:
    <!-- {x-release-please-start-version} -->
    {{< tabpane persist=header >}}
 {{< tab header="linux/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/linux/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/arm64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/arm64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="windows/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/windows/amd64/toolbox.exe
 {{< /tab >}}
 {{< /tabpane >}}
     <!-- {x-release-please-end} -->
diff --git a/docs/en/documentation/connect-to/ides/mysql_mcp.md b/docs/en/documentation/connect-to/ides/mysql_mcp.md
index a5775b5edf4b..7cbb1c187a71 100644
--- a/docs/en/documentation/connect-to/ides/mysql_mcp.md
+++ b/docs/en/documentation/connect-to/ides/mysql_mcp.md
@@ -43,19 +43,19 @@ expose your developer assistant tools to a MySQL instance:
    <!-- {x-release-please-start-version} -->
    {{< tabpane persist=header >}}
 {{< tab header="linux/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/linux/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/arm64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/arm64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="windows/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/windows/amd64/toolbox.exe
 {{< /tab >}}
 {{< /tabpane >}}
     <!-- {x-release-please-end} -->
diff --git a/docs/en/documentation/connect-to/ides/neo4j_mcp.md b/docs/en/documentation/connect-to/ides/neo4j_mcp.md
index 2b818cb88768..b09e68aa7207 100644
--- a/docs/en/documentation/connect-to/ides/neo4j_mcp.md
+++ b/docs/en/documentation/connect-to/ides/neo4j_mcp.md
@@ -44,19 +44,19 @@ expose your developer assistant tools to a Neo4j instance:
    <!-- {x-release-please-start-version} -->
    {{< tabpane persist=header >}}
 {{< tab header="linux/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/linux/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/arm64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/arm64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="windows/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/windows/amd64/toolbox.exe
 {{< /tab >}}
 {{< /tabpane >}}
     <!-- {x-release-please-end} -->
diff --git a/docs/en/documentation/connect-to/ides/oracle_mcp.md b/docs/en/documentation/connect-to/ides/oracle_mcp.md
index 6f09cc3e4faa..e98d03c61f7e 100644
--- a/docs/en/documentation/connect-to/ides/oracle_mcp.md
+++ b/docs/en/documentation/connect-to/ides/oracle_mcp.md
@@ -46,19 +46,19 @@ to expose your developer assistant tools to an Oracle instance:
    <!-- {x-release-please-start-version} -->
    {{< tabpane persist=header >}}
 {{< tab header="linux/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/linux/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/arm64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/arm64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="windows/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/windows/amd64/toolbox.exe
 {{< /tab >}}
 {{< /tabpane >}}
     <!-- {x-release-please-end} -->
diff --git a/docs/en/documentation/connect-to/ides/postgres_mcp.md b/docs/en/documentation/connect-to/ides/postgres_mcp.md
index c252aa763e20..40a70d770dec 100644
--- a/docs/en/documentation/connect-to/ides/postgres_mcp.md
+++ b/docs/en/documentation/connect-to/ides/postgres_mcp.md
@@ -56,19 +56,19 @@ Omni](https://cloud.google.com/alloydb/omni/docs/overview).
    <!-- {x-release-please-start-version} -->
    {{< tabpane persist=header >}}
 {{< tab header="linux/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/linux/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/arm64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/arm64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="windows/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/windows/amd64/toolbox.exe
 {{< /tab >}}
 {{< /tabpane >}}
     <!-- {x-release-please-end} -->
diff --git a/docs/en/documentation/connect-to/ides/sqlite_mcp.md b/docs/en/documentation/connect-to/ides/sqlite_mcp.md
index ec79bc1d037f..d86390033ea8 100644
--- a/docs/en/documentation/connect-to/ides/sqlite_mcp.md
+++ b/docs/en/documentation/connect-to/ides/sqlite_mcp.md
@@ -43,19 +43,19 @@ to expose your developer assistant tools to a SQLite instance:
    <!-- {x-release-please-start-version} -->
    {{< tabpane persist=header >}}
 {{< tab header="linux/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/linux/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/arm64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/arm64/toolbox
 {{< /tab >}}
 
 {{< tab header="darwin/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/darwin/amd64/toolbox
 {{< /tab >}}
 
 {{< tab header="windows/amd64" lang="bash" >}}
-curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe
+curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/windows/amd64/toolbox.exe
 {{< /tab >}}
 {{< /tabpane >}}
     <!-- {x-release-please-end} -->
diff --git a/docs/en/documentation/getting-started/colab_quickstart.ipynb b/docs/en/documentation/getting-started/colab_quickstart.ipynb
index 1e97c433fb06..111e5dae3bd8 100644
--- a/docs/en/documentation/getting-started/colab_quickstart.ipynb
+++ b/docs/en/documentation/getting-started/colab_quickstart.ipynb
@@ -249,7 +249,7 @@
    },
    "outputs": [],
    "source": [
-    "version = \"0.32.0\" # x-release-please-version\n",
+    "version = \"1.0.0\" # x-release-please-version\n",
     "! curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v{version}/linux/amd64/toolbox\n",
     "\n",
     "# Make the binary executable\n",
diff --git a/docs/en/documentation/getting-started/mcp_quickstart/_index.md b/docs/en/documentation/getting-started/mcp_quickstart/_index.md
index 7f713996533d..72a4b22c05c5 100644
--- a/docs/en/documentation/getting-started/mcp_quickstart/_index.md
+++ b/docs/en/documentation/getting-started/mcp_quickstart/_index.md
@@ -107,7 +107,7 @@ In this section, we will download Toolbox, configure our tools in a
     <!-- {x-release-please-start-version} -->
     ```bash
     export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
-    curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/$OS/toolbox
+    curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/$OS/toolbox
     ```
     <!-- {x-release-please-end} -->
 
diff --git a/docs/en/documentation/getting-started/quickstart/shared/configure_toolbox.md b/docs/en/documentation/getting-started/quickstart/shared/configure_toolbox.md
index 8158b5c8bce9..62219410b183 100644
--- a/docs/en/documentation/getting-started/quickstart/shared/configure_toolbox.md
+++ b/docs/en/documentation/getting-started/quickstart/shared/configure_toolbox.md
@@ -13,7 +13,7 @@ In this section, we will download Toolbox, configure our tools in a
     <!-- {x-release-please-start-version} -->
     ```bash
     export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
-    curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/$OS/toolbox
+    curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.0.0/$OS/toolbox
     ```
     <!-- {x-release-please-end} -->
 
diff --git a/docs/en/documentation/introduction/_index.md b/docs/en/documentation/introduction/_index.md
index 554405651a0c..102f8c9b6973 100644
--- a/docs/en/documentation/introduction/_index.md
+++ b/docs/en/documentation/introduction/_index.md
@@ -110,7 +110,7 @@ To install Toolbox as a binary on Linux (AMD64):
 
 ```sh
 # see releases page for other versions
-export VERSION=0.32.0
+export VERSION=1.0.0
 curl -L -o toolbox https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/linux/amd64/toolbox
 chmod +x toolbox
 ```
@@ -121,7 +121,7 @@ To install Toolbox as a binary on macOS (Apple Silicon):
 
 ```sh
 # see releases page for other versions
-export VERSION=0.32.0
+export VERSION=1.0.0
 curl -L -o toolbox https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/darwin/arm64/toolbox
 chmod +x toolbox
 ```
@@ -132,7 +132,7 @@ To install Toolbox as a binary on macOS (Intel):
 
 ```sh
 # see releases page for other versions
-export VERSION=0.32.0
+export VERSION=1.0.0
 curl -L -o toolbox https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/darwin/amd64/toolbox
 chmod +x toolbox
 ```
@@ -143,7 +143,7 @@ To install Toolbox as a binary on Windows (Command Prompt):
 
 ```cmd
 :: see releases page for other versions
-set VERSION=0.32.0
+set VERSION=1.0.0
 curl -o toolbox.exe "https://storage.googleapis.com/mcp-toolbox-for-databases/v%VERSION%/windows/amd64/toolbox.exe"
 ```
 
@@ -153,7 +153,7 @@ To install Toolbox as a binary on Windows (PowerShell):
 
 ```powershell
 # see releases page for other versions
-$VERSION = "0.32.0"
+$VERSION = "1.0.0"
 curl.exe -o toolbox.exe "https://storage.googleapis.com/mcp-toolbox-for-databases/v$VERSION/windows/amd64/toolbox.exe"
 ```
 
@@ -165,7 +165,7 @@ You can also install Toolbox as a container:
 
 ```sh
 # see releases page for other versions
-export VERSION=0.32.0
+export VERSION=1.0.0
 docker pull us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION
 ```
 
@@ -184,7 +184,7 @@ To install from source, ensure you have the latest version of
 [Go installed](https://go.dev/doc/install), and then run the following command:
 
 ```sh
-go install github.com/googleapis/mcp-toolbox@v0.32.0
+go install github.com/googleapis/mcp-toolbox@v1.0.0
 ```
 
 {{% /tab %}}
diff --git a/docs/en/integrations/cloud-sql-mysql/prebuilt-configs/cloud-sql-for-mysql.md b/docs/en/integrations/cloud-sql-mysql/prebuilt-configs/cloud-sql-for-mysql.md
index 594fb3d33008..80897e02240e 100644
--- a/docs/en/integrations/cloud-sql-mysql/prebuilt-configs/cloud-sql-for-mysql.md
+++ b/docs/en/integrations/cloud-sql-mysql/prebuilt-configs/cloud-sql-for-mysql.md
@@ -30,3 +30,4 @@ description: "Details of the Cloud SQL for MySQL prebuilt configuration."
     *   `list_tables_missing_unique_indexes`: Looks for tables that do not have
         primary or unique key contraint.
     *   `list_table_fragmentation`: Displays table fragmentation in MySQL.
+    *   `list_table_stats`: Displays table statistics in MySQL.
diff --git a/docs/en/integrations/mysql/prebuilt-configs/mysql.md b/docs/en/integrations/mysql/prebuilt-configs/mysql.md
index 85ba36c030e6..643202fdda8b 100644
--- a/docs/en/integrations/mysql/prebuilt-configs/mysql.md
+++ b/docs/en/integrations/mysql/prebuilt-configs/mysql.md
@@ -25,3 +25,4 @@ description: "Details of the MySQL prebuilt configuration."
     *   `list_tables_missing_unique_indexes`: Looks for tables that do not have
         primary or unique key contraint.
     *   `list_table_fragmentation`: Displays table fragmentation in MySQL.
+    *   `list_table_stats`: Displays table statistics in MySQL.
diff --git a/docs/en/integrations/mysql/tools/mysql-list-table-stats.md b/docs/en/integrations/mysql/tools/mysql-list-table-stats.md
new file mode 100644
index 000000000000..a755884e29ce
--- /dev/null
+++ b/docs/en/integrations/mysql/tools/mysql-list-table-stats.md
@@ -0,0 +1,80 @@
+---
+title: "mysql-list-table-stats"
+type: docs
+weight: 1
+description: >
+  A "mysql-list-table-stats" tool report table statistics including table size, total latency, rows read, rows written, read and write latency for entire instance, a specified database, or a specified table.
+---
+
+## About
+
+A `mysql-list-table-stats` tool generates table-level performance and resource consumption statistics to facilitate bottleneck identification and workload analysis.
+
+`mysql-list-table-stats` outputs detailed table-level resource consumption including estimated row counts, table size, a complete breakdown of CRUD activity (rows fetched, inserted, updated, and deleted), and IO statistics such as total, read, write and miscellaneous latency. The output is a JSON formatted array of the top 10 MySQL tables ranked by total latency. 
+
+Below are some use cases for `mysql-list-table-stats`
+- **Finding hottest tables**: Identify tables with highest total latency, read or writes based on the `sort_by` column. 
+- **Finding tables with most reads**: Identify tables with highest reads by sorting on `rows_fetched`. 
+- **Monitoring growth**: Track `row_count` and `size_MB` of table over time to estimate growth."
+
+## Compatible Sources
+
+{{< compatible-sources others="integrations/cloud-sql-mysql">}}
+
+## Requirements
+
+- `performance_schema` should be turned ON for this tool to work. 
+
+## Parameters
+
+This tool takes 4 optional input parameters:
+
+- `table_schema` (optional): The database where table stats check is to be
+  executed. Check all tables visible to the current database if not specified.
+- `table_name` (optional): Name of the table to be checked. Check all tables
+  visible to the current user if not specified.
+- `sort_by` (optional): The column to sort by. Valid values are `row_count`, `rows_fetched`, `rows_inserted`, `rows_updated`, `rows_deleted`, `total_latency_secs` (defaults to `total_latency_secs`)
+- `limit` (optional): Max rows to return, default 10.
+
+## Example
+
+```yaml
+kind: tools
+name: list_table_stats
+type: mysql-list-table-stats
+source: my-mysql-instance
+description: Display table statistics including table size, total latency, rows read, rows written, read and write latency for entire instance, a specified database, or a specified table. Specifying a database name or table name filters the output to that specific db or table. Results are limited to 10 by default.
+```
+
+## Output Format
+ 
+The response is a json array with the following fields:
+```json
+[
+  {
+  "table_schema": "The schema/database this table belongs to",
+  "table_name": "Name of this table",
+  "size_MB": "Size of the table data in MB",
+  "row_count": "Number of rows in the table",
+  "total_latency_secs": "total latency in secs",
+  "rows_fetched": "total number of rows fetched",
+  "rows_inserted": "total number of rows inserted",
+  "rows_updated": "total number of rows updated",
+  "rows_deleted": "total number of rows deleted",
+  "io_reads": "total number of io read requests",
+  "io_read_latency": "io read latency in seconds",
+  "io_write_latency": "io write latency in seconds",
+  "io_misc_latency": "io misc latency in seconds",
+  }
+]
+```
+
+## Reference
+
+| **field**   | **type** | **required** | **description**                                    |
+|-------------|:--------:|:------------:|----------------------------------------------------|
+| type        |  string  |     true     | Must be "mysql-list-table-stats".                  |
+| source      |  string  |     true     | Name of the source the SQL should execute on.      |
+| description |  string  |     true     | Description of the tool that is passed to the LLM. |
+
+
diff --git a/docs/en/integrations/neo4j/tools/neo4j-cypher.md b/docs/en/integrations/neo4j/tools/neo4j-cypher.md
index aef621125550..5504ea6907f2 100644
--- a/docs/en/integrations/neo4j/tools/neo4j-cypher.md
+++ b/docs/en/integrations/neo4j/tools/neo4j-cypher.md
@@ -67,6 +67,71 @@ parameters:
     description: 4 digit number starting in 1900 up to the current year
 ```
 
+### Vector Search
+
+Neo4j supports vector similarity search. When using an `embeddingModel` with a `neo4j-cypher` tool, the tool automatically converts text parameters into the vector format required by Neo4j.
+
+#### Define the Embedding Model
+
+See [EmbeddingModels](../../../documentation/configuration/embedding-models/_index.md) for more information.
+
+kind: embeddingModel
+name: gemini-model
+type: gemini
+model: gemini-embedding-001
+apiKey: ${GOOGLE_API_KEY}
+dimension: 768
+
+#### Vector Ingestion Tool
+
+This tool stores both the raw text and its vector representation. It uses `valueFromParam` to hide the vector conversion logic from the LLM, ensuring the Agent only has to provide the content once.
+```yaml
+kind: tool
+name: insert_doc_neo4j
+type: neo4j-cypher
+source: my-neo4j-source
+statement: |
+  CREATE (n:Document {content: $content, embedding: $text_to_embed})
+  RETURN 1 as result
+description: |
+  Index new documents for semantic search in Neo4j.
+parameters:
+  - name: content
+    type: string
+    description: The text content to store.
+  - name: text_to_embed
+    type: string
+    # Automatically copies 'content' and converts it to a vector array
+    valueFromParam: content
+    embeddedBy: gemini-model
+```
+
+#### Vector Search Tool
+
+This tool allows the Agent to perform a natural language search. The query string provided by the Agent is converted into a vector before the Cypher statement is executed.
+
+```yaml
+kind: tool
+name: search_docs_neo4j
+type: neo4j-cypher
+source: my-neo4j-source
+statement: |
+  MATCH (n:Document)
+  WITH n, vector.similarity.cosine(n.embedding, $query) AS score
+  WHERE score IS NOT NULL
+  ORDER BY score DESC
+  LIMIT 1
+  RETURN n.content as content
+description: |
+  Search for documents in Neo4j using natural language. 
+  Returns the most semantically similar result.
+parameters:
+  - name: query
+    type: string
+    description: The search query to be converted to a vector.
+    embeddedBy: gemini-model
+```
+
 ## Reference
 
 | **field**   |                **type**                 | **required** | **description**                                                                              |
diff --git a/docs/en/integrations/singlestore/tools/singlestore-sql.md b/docs/en/integrations/singlestore/tools/singlestore-sql.md
index 3cf5e394f651..02abb38cd1e8 100644
--- a/docs/en/integrations/singlestore/tools/singlestore-sql.md
+++ b/docs/en/integrations/singlestore/tools/singlestore-sql.md
@@ -91,6 +91,75 @@ templateParameters:
     description: Table to select from
 ```
 
+### Example with Vector Search
+
+SingleStore supports vector operations. When using an `embeddingModel` with a `singlestore-sql` tool, the tool automatically converts text parameters into a JSON string array. You can then use SingleStore's `JSON_ARRAY_PACK()` function in your SQL statement to pack this string into a binary vector format (BLOB) for vector storage and similarity search.
+
+#### Define the Embedding Model
+See [EmbeddingModels](../../../documentation/configuration/embedding-models/_index.md) for more information.
+
+```yaml
+kind: embeddingModel
+name: gemini-model
+type: gemini
+model: gemini-embedding-001
+apiKey: ${GOOGLE_API_KEY}
+dimension: 768
+```
+
+#### Vector Ingestion Tool
+This tool stores both the raw text and its vector representation. It uses `valueFromParam` to hide the vector conversion logic from the LLM, ensuring the Agent only has to provide the content once.
+
+```yaml
+kind: tool
+name: insert_doc_singlestore
+type: singlestore-sql
+source: my-s2-source
+statement: |
+  INSERT INTO vector_table (id, content, embedding)
+  VALUES (1, ?, JSON_ARRAY_PACK(?))
+description: |
+  Index new documents for semantic search in SingleStore.
+parameters:
+  - name: content
+    type: string
+    description: The text content to store.
+  - name: text_to_embed
+    type: string
+    # Automatically copies 'content' and converts it to a vector string array
+    valueFromParam: content
+    embeddedBy: gemini-model
+```
+
+#### Vector Search Tool
+This tool allows the Agent to perform a natural language search. The query string provided by the Agent is converted into a vector string array before the SQL is executed.
+
+```yaml
+kind: tool
+name: search_docs_singlestore
+type: singlestore-sql
+source: my-s2-source
+statement: |
+  SELECT 
+    id, 
+    content, 
+    DOT_PRODUCT(embedding, JSON_ARRAY_PACK(?)) AS score 
+  FROM 
+    vector_table 
+  ORDER BY 
+    score DESC
+  LIMIT 1
+description: |
+  Search for documents in SingleStore using natural language. 
+  Returns the most semantically similar result.
+parameters:
+  - name: query
+    type: string
+    description: The search query to be converted to a vector.
+    embeddedBy: gemini-model
+```
+
+
 ## Reference
 
 | **field**          |                   **type**                   | **required** | **description**                                                                                                                        |
diff --git a/docs/en/integrations/spanner/tools/spanner-sql.md b/docs/en/integrations/spanner/tools/spanner-sql.md
index bf56e98cd662..a8e476f665c8 100644
--- a/docs/en/integrations/spanner/tools/spanner-sql.md
+++ b/docs/en/integrations/spanner/tools/spanner-sql.md
@@ -127,6 +127,76 @@ parameters:
 {{< /tab >}}
 {{< /tabpane >}}
 
+
+### Example with Vector Search
+
+Spanner supports high-performance vector similarity search. When using an `embeddingModel` with a `spanner-sql` tool, the tool automatically converts text parameters into the native ARRAY<FLOAT64> format required by Spanner.
+
+#### Define the Embedding Model
+See [EmbeddingModels](../../../documentation/configuration/embedding-models/_index.md) for more information.
+
+```yaml
+kind: embeddingModel
+name: gemini-model
+type: gemini
+model: gemini-embedding-001
+apiKey: ${GOOGLE_API_KEY}
+dimension: 768
+```
+
+#### Vector Ingestion Tool
+This tool stores both the raw text and its vector representation. It uses `valueFromParam` to hide the vector conversion logic from the LLM, ensuring the Agent only has to provide the content once.
+
+```yaml
+kind: tool
+name: insert_doc_spanner
+type: spanner-sql
+source: my-spanner-source
+statement: |
+  INSERT INTO vector_table (id, content, embedding)
+  VALUES (1, @content, @text_to_embed)
+description: |
+  Index new documents for semantic search in Spanner.
+parameters:
+  - name: content
+    type: string
+    description: The text content to store.
+  - name: text_to_embed
+    type: string
+    # Automatically copies 'content' and converts it to a FLOAT64 array
+    valueFromParam: content
+    embeddedBy: gemini-model
+```
+
+#### Vector Search Tool
+This tool allows the Agent to perform a natural language search. The query string provided by the Agent is converted into a vector before the SQL is executed.
+
+```yaml
+kind: tool
+name: search_docs_spanner
+type: spanner-sql
+source: my-spanner-source
+statement: |
+  SELECT 
+    id, 
+    content, 
+    COSINE_DISTANCE(embedding, @query) AS distance 
+  FROM 
+    vector_table 
+  ORDER BY 
+    distance 
+  LIMIT 1
+description: |
+  Search for documents in Spanner using natural language. 
+  Returns the most semantically similar result.
+parameters:
+  - name: query
+    type: string
+    description: The search query to be converted to a vector.
+    embeddedBy: gemini-model
+```
+
+
 ### Example with Template Parameters
 
 > **Note:** This tool allows direct modifications to the SQL statement,
diff --git a/gemini-extension.json b/gemini-extension.json
index f1f68b53a61d..0240ccdf749a 100644
--- a/gemini-extension.json
+++ b/gemini-extension.json
@@ -1,6 +1,6 @@
 {
   "name": "mcp-toolbox-for-databases",
-  "version": "0.32.0",
+  "version": "1.0.0",
   "description": "MCP Toolbox for Databases is an open-source MCP server for more than 30 different datasources.",
   "contextFileName": "MCP-TOOLBOX-EXTENSION.md"
 }
\ No newline at end of file
diff --git a/internal/prebuiltconfigs/tools/cloud-sql-mysql.yaml b/internal/prebuiltconfigs/tools/cloud-sql-mysql.yaml
index ebf3680b08f3..81d2ac4df3a5 100644
--- a/internal/prebuiltconfigs/tools/cloud-sql-mysql.yaml
+++ b/internal/prebuiltconfigs/tools/cloud-sql-mysql.yaml
@@ -44,6 +44,10 @@ tools:
     kind: mysql-list-tables
     source: cloud-sql-mysql-source
     description: "Lists detailed schema information (object type, columns, constraints, indexes, triggers, comment) as JSON for user-created tables (ordinary or partitioned). Filters by a comma-separated list of names. If names are omitted, lists all tables in user schemas."
+  list_table_stats:
+    kind: mysql-list-table-stats
+    source: cloud-sql-mysql-source
+    description: "Display table statistics including table size, total latency, rows read, rows written, read and write latency for entire instance, a specified database, or a specified table. Specifying a database name or table name filters the output to that specific db or table. Results are limited to 10 by default."
   list_tables_missing_unique_indexes:
     kind: mysql-list-tables-missing-unique-indexes
     source: cloud-sql-mysql-source
@@ -148,6 +152,7 @@ toolsets:
     - get_query_metrics
     - get_system_metrics
     - list_table_fragmentation
+    - list_table_stats
     - list_tables_missing_unique_indexes
   lifecycle:
     - create_backup
diff --git a/internal/prebuiltconfigs/tools/mysql.yaml b/internal/prebuiltconfigs/tools/mysql.yaml
index ce99d0375771..9fd2989dc2a8 100644
--- a/internal/prebuiltconfigs/tools/mysql.yaml
+++ b/internal/prebuiltconfigs/tools/mysql.yaml
@@ -43,6 +43,10 @@ tools:
     kind: mysql-list-tables
     source: mysql-source
     description: "Lists detailed schema information (object type, columns, constraints, indexes, triggers, comment) as JSON for user-created tables (ordinary or partitioned). Filters by a comma-separated list of names. If names are omitted, lists all tables in user schemas."
+  list_table_stats:
+    kind: mysql-list-table-stats
+    source: mysql-source
+    description: "Display table statistics including table size, total latency, rows read, rows written, read and write latency for entire instance, a specified database, or a specified table. Specifying a database name or table name filters the output to that specific db or table. Results are limited to 10 by default."
   list_tables_missing_unique_indexes:
     kind: mysql-list-tables-missing-unique-indexes
     source: mysql-source
@@ -61,4 +65,5 @@ toolsets:
     - get_query_plan
     - list_active_queries
     - list_table_fragmentation
+    - list_table_stats
     - list_tables_missing_unique_indexes
diff --git a/internal/sources/cloudsqlmysql/cloud_sql_mysql.go b/internal/sources/cloudsqlmysql/cloud_sql_mysql.go
index 0ce9affaefa1..cce65db37497 100644
--- a/internal/sources/cloudsqlmysql/cloud_sql_mysql.go
+++ b/internal/sources/cloudsqlmysql/cloud_sql_mysql.go
@@ -102,6 +102,10 @@ func (s *Source) MySQLPool() *sql.DB {
 	return s.Pool
 }
 
+func (s *Source) MySQLDatabase() string {
+	return s.Database
+}
+
 func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
 	results, err := s.MySQLPool().QueryContext(ctx, statement, params...)
 	if err != nil {
diff --git a/internal/sources/mysql/mysql.go b/internal/sources/mysql/mysql.go
index 15d696f37a4d..477c9a982826 100644
--- a/internal/sources/mysql/mysql.go
+++ b/internal/sources/mysql/mysql.go
@@ -101,6 +101,10 @@ func (s *Source) MySQLPool() *sql.DB {
 	return s.Pool
 }
 
+func (s *Source) MySQLDatabase() string {
+	return s.Database
+}
+
 func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
 	results, err := s.MySQLPool().QueryContext(ctx, statement, params...)
 	if err != nil {
diff --git a/internal/tools/elasticsearch/elasticsearchesql/elasticsearchesql.go b/internal/tools/elasticsearch/elasticsearchesql/elasticsearchesql.go
index 05a261981a2d..7e4992ddf97f 100644
--- a/internal/tools/elasticsearch/elasticsearchesql/elasticsearchesql.go
+++ b/internal/tools/elasticsearch/elasticsearchesql/elasticsearchesql.go
@@ -49,7 +49,7 @@ type Config struct {
 	Source       string                 `yaml:"source" validate:"required"`
 	Description  string                 `yaml:"description" validate:"required"`
 	AuthRequired []string               `yaml:"authRequired" validate:"required"`
-	Query        string                 `yaml:"query"`
+	Query        string                 `yaml:"query" validate:"required"`
 	Format       string                 `yaml:"format"`
 	Timeout      int                    `yaml:"timeout"`
 	Parameters   parameters.Parameters  `yaml:"parameters"`
@@ -109,25 +109,21 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	}
 
 	query := t.Query
-	sqlParams := make([]map[string]any, 0, len(params))
 	paramMap := params.AsMap()
-	// If a query is provided in the params and not already set in the tool, use it.
-	if queryVal, ok := paramMap["query"]; ok {
-		if str, ok := queryVal.(string); ok && t.Query == "" {
-			query = str
-		}
-
-		// Drop the query param if not a string or if the tool already has a query.
-		delete(paramMap, "query")
-	}
 
+	var paramsList []map[string]any
 	for _, param := range t.Parameters {
 		if param.GetType() == "array" {
 			return nil, util.NewAgentError("array parameters are not supported yet", nil)
 		}
-		sqlParams = append(sqlParams, map[string]any{param.GetName(): paramMap[param.GetName()]})
+
+		// ES|QL requires an array of single-key objects for named parameters
+		if val, ok := paramMap[param.GetName()]; ok {
+			paramsList = append(paramsList, map[string]any{param.GetName(): val})
+		}
 	}
-	resp, err := source.RunSQL(ctx, t.Format, query, sqlParams)
+
+	resp, err := source.RunSQL(ctx, t.Format, query, paramsList)
 	if err != nil {
 		return nil, util.ProcessGeneralError(err)
 	}
diff --git a/internal/tools/mysql/mysqllisttablestats/mysqllisttablestats.go b/internal/tools/mysql/mysqllisttablestats/mysqllisttablestats.go
new file mode 100644
index 000000000000..c3a9f8a639b1
--- /dev/null
+++ b/internal/tools/mysql/mysqllisttablestats/mysqllisttablestats.go
@@ -0,0 +1,217 @@
+// Copyright 2026 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package mysqllisttablestats
+
+import (
+	"context"
+	"database/sql"
+	"fmt"
+	"net/http"
+
+	yaml "github.com/goccy/go-yaml"
+	"github.com/googleapis/mcp-toolbox/internal/embeddingmodels"
+	"github.com/googleapis/mcp-toolbox/internal/sources"
+	"github.com/googleapis/mcp-toolbox/internal/tools"
+	"github.com/googleapis/mcp-toolbox/internal/util"
+	"github.com/googleapis/mcp-toolbox/internal/util/parameters"
+)
+
+const resourceType string = "mysql-list-table-stats"
+
+const listTableStatsStatement = `
+SELECT
+  t.table_schema AS 'table_schema',
+  t.table_name AS 'table_name',
+  ROUND((t.data_length + t.index_length) / 1024 / 1024, 2) AS 'size_MB',
+  t.TABLE_ROWS AS 'row_count',
+  ROUND(ts.total_latency / 1000000000000, 2) AS 'total_latency_secs',
+  ts.rows_fetched AS 'rows_fetched',
+  ts.rows_inserted AS 'rows_inserted',
+  ts.rows_updated AS 'rows_updated',
+  ts.rows_deleted AS 'rows_deleted',
+  ts.io_read_requests AS 'io_reads',
+  ROUND(ts.io_read_latency / 1000000000000, 2) AS 'io_read_latency',
+  ts.io_write_requests AS 'io_writes',
+  ROUND(ts.io_write_latency / 1000000000000, 2) AS 'io_write_latency',
+  ts.io_misc_requests AS 'io_misc_requests',
+  ROUND(ts.io_misc_latency / 1000000000000, 2) AS 'io_misc_latency'
+FROM
+  information_schema.tables AS t
+INNER JOIN
+  sys.x$schema_table_statistics AS ts
+  ON (t.table_schema = ts.table_schema AND t.table_name = ts.table_name)
+WHERE
+  t.table_schema NOT IN ('sys', 'information_schema', 'mysql', 'performance_schema')
+  AND (t.table_schema = COALESCE(NULLIF(?, ''), NULLIF(DATABASE(), '')) OR COALESCE(NULLIF(?, ''), NULLIF(DATABASE(), '')) IS NULL)
+  AND (COALESCE(?, '') = '' OR t.table_name = ?)
+ORDER BY
+  CASE ?
+    WHEN 'row_count' THEN row_count
+    WHEN 'rows_fetched' THEN rows_fetched
+    WHEN 'rows_inserted' THEN rows_inserted
+    WHEN 'rows_updated' THEN rows_updated
+    WHEN 'rows_deleted' THEN rows_deleted
+    ELSE ts.total_latency
+    END DESC
+LIMIT ?;
+`
+
+func init() {
+	if !tools.Register(resourceType, newConfig) {
+		panic(fmt.Sprintf("tool type %q already registered", resourceType))
+	}
+}
+
+func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
+	actual := Config{Name: name}
+	if err := decoder.DecodeContext(ctx, &actual); err != nil {
+		return nil, err
+	}
+	return actual, nil
+}
+
+type compatibleSource interface {
+	MySQLPool() *sql.DB
+	RunSQL(context.Context, string, []any) (any, error)
+	MySQLDatabase() string
+}
+
+type Config struct {
+	Name         string                 `yaml:"name" validate:"required"`
+	Type         string                 `yaml:"type" validate:"required"`
+	Source       string                 `yaml:"source" validate:"required"`
+	Description  string                 `yaml:"description" validate:"required"`
+	AuthRequired []string               `yaml:"authRequired"`
+	Annotations  *tools.ToolAnnotations `yaml:"annotations,omitempty"`
+}
+
+// validate interface
+var _ tools.ToolConfig = Config{}
+
+func (cfg Config) ToolConfigType() string {
+	return resourceType
+}
+
+func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
+	allParameters := parameters.Parameters{
+		parameters.NewStringParameterWithDefault("table_schema", "", "(Optional) The database where statistics  is to be executed. Check all tables visible to the current user if not specified"),
+		parameters.NewStringParameterWithDefault("table_name", "", "(Optional) Name of the table to be checked. Check all tables visible to the current user if not specified."),
+		parameters.NewStringParameterWithDefault("sort_by", "", "(Optional) The column to sort by"),
+		parameters.NewIntParameterWithDefault("limit", 10, "(Optional) Max rows to return, default is 10"),
+		parameters.NewStringParameterWithRequired("connected_schema", "(Optional) The connected db", false),
+	}
+	annotations := tools.GetAnnotationsOrDefault(cfg.Annotations, tools.NewReadOnlyAnnotations)
+	mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, allParameters, annotations)
+
+	// finish tool setup
+	t := Tool{
+		Config:      cfg,
+		allParams:   allParameters,
+		manifest:    tools.Manifest{Description: cfg.Description, Parameters: allParameters.Manifest(), AuthRequired: cfg.AuthRequired},
+		mcpManifest: mcpManifest,
+	}
+	return t, nil
+}
+
+// validate interface
+var _ tools.Tool = Tool{}
+
+type Tool struct {
+	Config
+	allParams   parameters.Parameters `yaml:"parameters"`
+	manifest    tools.Manifest
+	mcpManifest tools.McpManifest
+}
+
+func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, util.ToolboxError) {
+	source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
+	if err != nil {
+		return nil, util.NewClientServerError("source used is not compatible with the tool", http.StatusInternalServerError, err)
+	}
+
+	paramsMap := params.AsMap()
+
+	table_schema, ok := paramsMap["table_schema"].(string)
+	if !ok {
+		return nil, util.NewAgentError("invalid 'table_schema' parameter; expected a string", nil)
+	}
+	table_name, ok := paramsMap["table_name"].(string)
+	if !ok {
+		return nil, util.NewAgentError("invalid 'table_name' parameter; expected a string", nil)
+	}
+	sort_by, ok := paramsMap["sort_by"].(string)
+	if !ok {
+		return nil, util.NewAgentError("invalid 'sort_by' parameter; expected a string", nil)
+	}
+	limit, ok := paramsMap["limit"].(int)
+	if !ok {
+		return nil, util.NewAgentError("invalid 'limit' parameter; expected an integer", nil)
+	}
+	// Validate connected schema is either skipped or same as queried schema
+	connected_schema, _ := paramsMap["connected_schema"].(string)
+	if connected_schema == "" {
+		connected_schema = source.MySQLDatabase()
+	}
+	if table_schema != connected_schema && connected_schema != "" && table_schema != "" {
+		err := fmt.Errorf("error: connected schema '%s' does not match queried schema '%s'", connected_schema, table_schema)
+		return nil, util.NewClientServerError("schema match failed", http.StatusInternalServerError, err)
+	}
+
+	// Log the query executed for debugging.
+	logger, err := util.LoggerFromContext(ctx)
+	if err != nil {
+		return nil, util.NewClientServerError("error getting logger", http.StatusInternalServerError, err)
+	}
+	logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", resourceType, listTableStatsStatement))
+	sliceParams := []any{table_schema, table_schema, table_name, table_name, sort_by, limit}
+	resp, err := source.RunSQL(ctx, listTableStatsStatement, sliceParams)
+	if err != nil {
+		return nil, util.ProcessGeneralError(err)
+	}
+
+	return resp, nil
+}
+
+func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
+	return parameters.EmbedParams(ctx, t.allParams, paramValues, embeddingModelsMap, nil)
+}
+
+func (t Tool) Manifest() tools.Manifest {
+	return t.manifest
+}
+
+func (t Tool) McpManifest() tools.McpManifest {
+	return t.mcpManifest
+}
+
+func (t Tool) Authorized(verifiedAuthServices []string) bool {
+	return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
+}
+
+func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
+	return false, nil
+}
+
+func (t Tool) ToConfig() tools.ToolConfig {
+	return t.Config
+}
+
+func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
+	return "Authorization", nil
+}
+
+func (t Tool) GetParameters() parameters.Parameters {
+	return t.allParams
+}
diff --git a/internal/tools/mysql/mysqllisttablestats/mysqllisttablestats_test.go b/internal/tools/mysql/mysqllisttablestats/mysqllisttablestats_test.go
new file mode 100644
index 000000000000..bf5ccd3938d7
--- /dev/null
+++ b/internal/tools/mysql/mysqllisttablestats/mysqllisttablestats_test.go
@@ -0,0 +1,71 @@
+// Copyright 2026 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package mysqllisttablestats_test
+
+import (
+	"testing"
+
+	"github.com/google/go-cmp/cmp"
+	"github.com/googleapis/mcp-toolbox/internal/server"
+	"github.com/googleapis/mcp-toolbox/internal/testutils"
+	"github.com/googleapis/mcp-toolbox/internal/tools/mysql/mysqllisttablestats"
+)
+
+func TestParseFromYamlMySQLListTableStats(t *testing.T) {
+	ctx, err := testutils.ContextWithNewLogger()
+	if err != nil {
+		t.Fatalf("unexpected error: %s", err)
+	}
+	tcs := []struct {
+		desc string
+		in   string
+		want server.ToolConfigs
+	}{
+		{
+			desc: "basic example",
+			in: `
+			kind: tool
+			name: example_tool
+			type: mysql-list-table-stats
+			source: my-mysql-instance
+			description: some description
+			authRequired:
+				- my-google-auth-service
+				- other-auth-service
+			`,
+			want: server.ToolConfigs{
+				"example_tool": mysqllisttablestats.Config{
+					Name:         "example_tool",
+					Type:         "mysql-list-table-stats",
+					Source:       "my-mysql-instance",
+					Description:  "some description",
+					AuthRequired: []string{"my-google-auth-service", "other-auth-service"},
+				},
+			},
+		},
+	}
+	for _, tc := range tcs {
+		t.Run(tc.desc, func(t *testing.T) {
+			// Parse contents
+			_, _, _, got, _, _, err := server.UnmarshalResourceConfig(ctx, testutils.FormatYaml(tc.in))
+			if err != nil {
+				t.Fatalf("unable to unmarshal: %s", err)
+			}
+			if diff := cmp.Diff(tc.want, got); diff != "" {
+				t.Fatalf("incorrect parse: diff %v", diff)
+			}
+		})
+	}
+}
diff --git a/internal/tools/singlestore/singlestoreexecutesql/singlestoreexecutesql.go b/internal/tools/singlestore/singlestoreexecutesql/singlestoreexecutesql.go
index 64ae977e5d36..e65a351e14d9 100644
--- a/internal/tools/singlestore/singlestoreexecutesql/singlestoreexecutesql.go
+++ b/internal/tools/singlestore/singlestoreexecutesql/singlestoreexecutesql.go
@@ -128,7 +128,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 }
 
 func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
-	return parameters.EmbedParams(ctx, t.Parameters, paramValues, embeddingModelsMap, nil)
+	return parameters.EmbedParams(ctx, t.Parameters, paramValues, embeddingModelsMap, embeddingmodels.FormatVectorForPgvector)
 }
 
 func (t Tool) Manifest() tools.Manifest {
diff --git a/internal/tools/singlestore/singlestoresql/singlestoresql.go b/internal/tools/singlestore/singlestoresql/singlestoresql.go
index e02118bc6df1..d65814b4dbbc 100644
--- a/internal/tools/singlestore/singlestoresql/singlestoresql.go
+++ b/internal/tools/singlestore/singlestoresql/singlestoresql.go
@@ -156,7 +156,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 }
 
 func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
-	return parameters.EmbedParams(ctx, t.AllParams, paramValues, embeddingModelsMap, nil)
+	return parameters.EmbedParams(ctx, t.AllParams, paramValues, embeddingModelsMap, embeddingmodels.FormatVectorForPgvector)
 }
 
 func (t Tool) Manifest() tools.Manifest {
diff --git a/server.json b/server.json
index 3f03ea457c10..3f961ca0e9d8 100644
--- a/server.json
+++ b/server.json
@@ -14,11 +14,11 @@
         "url": "https://github.com/googleapis/mcp-toolbox",
         "source": "github"
     },
-    "version": "0.32.0",
+    "version": "1.0.0",
     "packages": [
         {
             "registryType": "oci",
-            "identifier": "us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:0.32.0",
+            "identifier": "us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:1.0.0",
             "transport": {
                 "type": "streamable-http",
                 "url": "http://{host}:{port}/mcp"
diff --git a/tests/cloudsqlmysql/cloud_sql_mysql_integration_test.go b/tests/cloudsqlmysql/cloud_sql_mysql_integration_test.go
index f6660b8422c4..ef689f40cdb0 100644
--- a/tests/cloudsqlmysql/cloud_sql_mysql_integration_test.go
+++ b/tests/cloudsqlmysql/cloud_sql_mysql_integration_test.go
@@ -164,6 +164,7 @@ func TestCloudSQLMySQLToolEndpoints(t *testing.T) {
 	tests.RunMySQLListTablesTest(t, CloudSQLMySQLDatabase, tableNameParam, tableNameAuth, expectedOwner)
 	tests.RunMySQLListActiveQueriesTest(t, ctx, pool)
 	tests.RunMySQLGetQueryPlanTest(t, ctx, pool, CloudSQLMySQLDatabase, tableNameParam)
+	tests.RunMySQLListTableStatsTest(t, ctx, pool, CloudSQLMySQLDatabase, tableNameParam, tableNameAuth)
 }
 
 // Test connection with different IP type
diff --git a/tests/common.go b/tests/common.go
index 870ef84b0f1e..db2e0deb812c 100644
--- a/tests/common.go
+++ b/tests/common.go
@@ -456,6 +456,11 @@ func AddMySQLPrebuiltToolConfig(t *testing.T, config map[string]any) map[string]
 		"source":      "my-instance",
 		"description": "Lists table fragmentation in the database.",
 	}
+	tools["list_table_stats"] = map[string]any{
+		"type":        "mysql-list-table-stats",
+		"source":      "my-instance",
+		"description": "Lists table stats in the database.",
+	}
 	tools["get_query_plan"] = map[string]any{
 		"type":        "mysql-get-query-plan",
 		"source":      "my-instance",
diff --git a/tests/elasticsearch/elasticsearch_integration_test.go b/tests/elasticsearch/elasticsearch_integration_test.go
index bded6f319c12..b068d880e8d9 100644
--- a/tests/elasticsearch/elasticsearch_integration_test.go
+++ b/tests/elasticsearch/elasticsearch_integration_test.go
@@ -20,7 +20,6 @@ import (
 	"encoding/json"
 	"fmt"
 	"net/http"
-	"os"
 	"regexp"
 	"strings"
 	"testing"
@@ -28,6 +27,8 @@ import (
 
 	"github.com/elastic/go-elasticsearch/v9"
 	"github.com/elastic/go-elasticsearch/v9/esapi"
+	"github.com/testcontainers/testcontainers-go"
+	"github.com/testcontainers/testcontainers-go/wait"
 
 	"github.com/googleapis/mcp-toolbox/internal/testutils"
 	"github.com/googleapis/mcp-toolbox/tests"
@@ -36,15 +37,57 @@ import (
 var (
 	ElasticsearchSourceType = "elasticsearch"
 	ElasticsearchToolType   = "elasticsearch-esql"
-	EsAddress               = os.Getenv("ELASTICSEARCH_HOST")
-	EsUser                  = os.Getenv("ELASTICSEARCH_USER")
-	EsPass                  = os.Getenv("ELASTICSEARCH_PASS")
+	EsAddress               = ""
+	EsUser                  = "elastic"
+	EsPass                  = "test-password"
 )
 
-func getElasticsearchVars(t *testing.T) map[string]any {
-	if EsAddress == "" {
-		t.Fatal("'ELASTICSEARCH_HOST' not set")
+func setupElasticsearchContainer(ctx context.Context, t *testing.T) (string, func()) {
+	t.Helper()
+
+	req := testcontainers.ContainerRequest{
+		Image:        "docker.elastic.co/elasticsearch/elasticsearch:9.3.2",
+		ExposedPorts: []string{"9200/tcp"},
+		Env: map[string]string{
+			"discovery.type":         "single-node",
+			"xpack.security.enabled": "false",
+		},
+		WaitingFor: wait.ForAll(
+			wait.ForHTTP("/"),
+			wait.ForExposedPort(),
+		),
 	}
+
+	container, err := testcontainers.GenericContainer(ctx, testcontainers.GenericContainerRequest{
+		ContainerRequest: req,
+		Started:          true,
+	})
+	if err != nil {
+		t.Fatalf("failed to start elasticsearch container: %s", err)
+	}
+
+	cleanup := func() {
+		if err := container.Terminate(ctx); err != nil {
+			t.Fatalf("failed to terminate container: %s", err)
+		}
+	}
+
+	host, err := container.Host(ctx)
+	if err != nil {
+		cleanup()
+		t.Fatalf("failed to get container host: %s", err)
+	}
+
+	mappedPort, err := container.MappedPort(ctx, "9200")
+	if err != nil {
+		cleanup()
+		t.Fatalf("failed to get container mapped port: %s", err)
+	}
+
+	return fmt.Sprintf("http://%s:%s", host, mappedPort.Port()), cleanup
+}
+
+func getElasticsearchVars(t *testing.T) map[string]any {
 	return map[string]any{
 		"type":      ElasticsearchSourceType,
 		"addresses": []string{EsAddress},
@@ -64,9 +107,13 @@ type ElasticsearchWants struct {
 }
 
 func TestElasticsearchToolEndpoints(t *testing.T) {
-	ctx, cancel := context.WithTimeout(context.Background(), time.Minute)
+	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
 	defer cancel()
 
+	var containerCleanup func()
+	EsAddress, containerCleanup = setupElasticsearchContainer(ctx, t)
+	defer containerCleanup()
+
 	args := []string{"--enable-api"}
 
 	sourceConfig := getElasticsearchVars(t)
@@ -77,6 +124,10 @@ func TestElasticsearchToolEndpoints(t *testing.T) {
 
 	toolsConfig := getElasticsearchToolsConfig(sourceConfig, ElasticsearchToolType, paramToolStatement, idParamToolStatement, nameParamToolStatement, arrayParamToolStatement, authToolStatement)
 
+	searchStmt := fmt.Sprintf(`FROM %s | WHERE KNN(embedding, ?query) | LIMIT 1 | KEEP id, name`, index)
+	insertStmt := fmt.Sprintf("FROM %s | WHERE name == ?content | EVAL dummy = ?text_to_embed | LIMIT 0", index)
+	toolsConfig = tests.AddSemanticSearchConfig(t, toolsConfig, ElasticsearchToolType, insertStmt, searchStmt)
+
 	cmd, cleanup, err := tests.StartCmd(ctx, toolsConfig, args...)
 	if err != nil {
 		t.Fatalf("failed to start cmd: %v", err)
@@ -100,21 +151,57 @@ func TestElasticsearchToolEndpoints(t *testing.T) {
 		t.Fatalf("error creating the Elasticsearch client: %s", err)
 	}
 
-	// Delete index if already exists
+	// Delete indices if already exists
 	defer func() {
 		_, err = esapi.IndicesDeleteRequest{
 			Index: []string{index},
 		}.Do(ctx, esClient)
 		if err != nil {
-			t.Fatalf("error deleting index: %s", err)
+			t.Errorf("error deleting indices: %s", err)
 		}
 	}()
 
 	alice := fmt.Sprintf(`{
-									"id": 1,
-									"name": "Alice",
-									"email": "%s"
-								}`, tests.ServiceAccountEmail)
+                  "id": 1,
+                  "name": "Alice",
+                  "email": "%s"
+                }`, tests.ServiceAccountEmail)
+
+	// Create index with mapping for vector search
+	mapping := `{
+    "mappings": {
+      "properties": {
+        "embedding": {
+          "type": "dense_vector",
+          "dims": 768,
+          "index": true,
+          "similarity": "cosine"
+        }
+      }
+    }
+  }`
+	res, err := esapi.IndicesCreateRequest{
+		Index: index,
+		Body:  strings.NewReader(mapping),
+	}.Do(ctx, esClient)
+	if err != nil {
+		t.Fatalf("error creating index: %s", err)
+	}
+	if res.IsError() {
+		t.Logf("Create index response error (might be ignored): %s", res.String())
+	}
+
+	vectorSize := 768
+	var sb strings.Builder
+	sb.WriteString("[")
+	for i := 0; i < vectorSize; i++ {
+		sb.WriteString("0.1")
+		if i < vectorSize-1 {
+			sb.WriteString(", ")
+		}
+	}
+	sb.WriteString("]")
+	semanticDoc := fmt.Sprintf(`{"id": 5, "name": "Semantic", "embedding": %s}`, sb.String())
 
 	// Index sample documents
 	sampleDocs := []string{
@@ -122,6 +209,7 @@ func TestElasticsearchToolEndpoints(t *testing.T) {
 		`{"id": 2, "name": "Jane", "email": "janedoe@gmail.com"}`,
 		`{"id": 3, "name": "Sid"}`,
 		`{"id": 4, "name": "null"}`,
+		semanticDoc,
 	}
 	for _, doc := range sampleDocs {
 		res, err := esapi.IndexRequest{
@@ -150,27 +238,28 @@ func TestElasticsearchToolEndpoints(t *testing.T) {
 	)
 	tests.RunMCPToolCallMethod(t, wants.McpMyFailTool, wants.McpSelect1, tests.WithMcpMyToolId3NameAliceWant(wants.McpMyToolId3NameAlice))
 
+	// Semantic search tests
+	semanticSearchWant := `[{"id":5,"name":"Semantic"}]`
+	tests.RunSemanticSearchToolInvokeTest(t, "[]", "[]", semanticSearchWant)
 	runExecuteEsqlTest(t, index)
-
 }
 
 func getElasticsearchQueries(index string) (string, string, string, string, string) {
-	paramToolStatement := fmt.Sprintf(`FROM %s | WHERE id == ?id OR name == ?name | SORT id ASC`, index)
-	idParamToolStatement := fmt.Sprintf(`FROM %s | WHERE id == ?id`, index)
-	nameParamToolStatement := fmt.Sprintf(`FROM %s | WHERE name == ?name`, index)
-	arrayParamToolStatement := fmt.Sprintf(`FROM %s | WHERE first_name == ?first_name_array`, index) // Not supported yet.
+	paramToolStatement := fmt.Sprintf(`FROM %s | WHERE id == ?id OR name == ?name | SORT id ASC | KEEP id, name, name.keyword, email, email.keyword`, index)
+	idParamToolStatement := fmt.Sprintf(`FROM %s | WHERE id == ?id | KEEP id, name, name.keyword, email, email.keyword`, index)
+	nameParamToolStatement := fmt.Sprintf(`FROM %s | WHERE name == ?name | KEEP id, name, name.keyword, email, email.keyword`, index)
 	authToolStatement := fmt.Sprintf(`FROM %s | WHERE email == ?email | KEEP name`, index)
-	return paramToolStatement, idParamToolStatement, nameParamToolStatement, arrayParamToolStatement, authToolStatement
+	return paramToolStatement, idParamToolStatement, nameParamToolStatement, "", authToolStatement
 }
 
 func getElasticsearchWants() ElasticsearchWants {
-	select1Want := fmt.Sprintf(`[{"email":"%[1]s","email.keyword":"%[1]s","id":1,"name":"Alice","name.keyword":"Alice"},{"email":"janedoe@gmail.com","email.keyword":"janedoe@gmail.com","id":2,"name":"Jane","name.keyword":"Jane"},{"email":null,"email.keyword":null,"id":3,"name":"Sid","name.keyword":"Sid"},{"email":null,"email.keyword":null,"id":4,"name":"null","name.keyword":"null"}]`, tests.ServiceAccountEmail)
+	select1Want := fmt.Sprintf(`[{"email":"%[1]s","email.keyword":"%[1]s","id":1,"name":"Alice","name.keyword":"Alice"},{"email":"janedoe@gmail.com","email.keyword":"janedoe@gmail.com","id":2,"name":"Jane","name.keyword":"Jane"},{"email":null,"email.keyword":null,"id":3,"name":"Sid","name.keyword":"Sid"},{"email":null,"email.keyword":null,"id":4,"name":"null","name.keyword":"null"},{"email":null,"email.keyword":null,"id":5,"name":"Semantic","name.keyword":"Semantic"}]`, tests.ServiceAccountEmail)
 	myToolId3NameAliceWant := fmt.Sprintf(`[{"email":"%[1]s","email.keyword":"%[1]s","id":1,"name":"Alice","name.keyword":"Alice"},{"email":null,"email.keyword":null,"id":3,"name":"Sid","name.keyword":"Sid"}]`, tests.ServiceAccountEmail)
 	myToolById4Want := `[{"email":null,"email.keyword":null,"id":4,"name":"null","name.keyword":"null"}]`
 	nullWant := `{"error":{"root_cause":[{"type":"verification_exception","reason":"Found 1 problem\nline 1:25: first argument of [name == ?name] is [text] so second argument must also be [text] but was [null]"}],"type":"verification_exception","reason":"Found 1 problem\nline 1:25: first argument of [name == ?name] is [text] so second argument must also be [text] but was [null]"},"status":400}`
-	mcpMyFailToolWant := `{"content":[{"type":"text","text":"{\"error\":{\"root_cause\":[{\"type\":\"parsing_exception\",\"reason\":\"line 1:1: mismatched input 'SELEC' expecting {, 'row', 'from', 'show'}\"}],\"type\":\"parsing_exception\",\"reason\":\"line 1:1: mismatched input 'SELEC' expecting {, 'row', 'from', 'show'}\",\"caused_by\":{\"type\":\"input_mismatch_exception\",\"reason\":null}},\"status\":400}"}]}`
+	mcpMyFailToolWant := `{"content":[{"type":"text","text":"{\"error\":{\"root_cause\":[{\"type\":\"parsing_exception\",\"reason\":\"line 1:1: mismatched input 'SELEC' expecting {, 'row', 'from', 'ts', 'set', 'show'}\"}],\"type\":\"parsing_exception\",\"reason\":\"line 1:1: mismatched input 'SELEC' expecting {, 'row', 'from', 'ts', 'set', 'show'}\",\"caused_by\":{\"type\":\"input_mismatch_exception\",\"reason\":null}},\"status\":400}"}]}`
 	mcpMyToolId3NameAliceWant := fmt.Sprintf(`{"jsonrpc":"2.0","id":"my-tool","result":{"content":[{"type":"text","text":"[{\"email\":\"%[1]s\",\"email.keyword\":\"%[1]s\",\"id\":1,\"name\":\"Alice\",\"name.keyword\":\"Alice\"},{\"email\":null,\"email.keyword\":null,\"id\":3,\"name\":\"Sid\",\"name.keyword\":\"Sid\"}]"}]}}`, tests.ServiceAccountEmail)
-	mcpSelect1Want := fmt.Sprintf(`{"jsonrpc":"2.0","id":"invoke my-auth-required-tool","result":{"content":[{"type":"text","text":"[{\"email\":\"%[1]s\",\"email.keyword\":\"%[1]s\",\"id\":1,\"name\":\"Alice\",\"name.keyword\":\"Alice\"},{\"email\":\"janedoe@gmail.com\",\"email.keyword\":\"janedoe@gmail.com\",\"id\":2,\"name\":\"Jane\",\"name.keyword\":\"Jane\"},{\"email\":null,\"email.keyword\":null,\"id\":3,\"name\":\"Sid\",\"name.keyword\":\"Sid\"},{\"email\":null,\"email.keyword\":null,\"id\":4,\"name\":\"null\",\"name.keyword\":\"null\"}]"}]}}`, tests.ServiceAccountEmail)
+	mcpSelect1Want := fmt.Sprintf(`{"jsonrpc":"2.0","id":"invoke my-auth-required-tool","result":{"content":[{"type":"text","text":"[{\"email\":\"%[1]s\",\"email.keyword\":\"%[1]s\",\"id\":1,\"name\":\"Alice\",\"name.keyword\":\"Alice\"},{\"email\":\"janedoe@gmail.com\",\"email.keyword\":\"janedoe@gmail.com\",\"id\":2,\"name\":\"Jane\",\"name.keyword\":\"Jane\"},{\"email\":null,\"email.keyword\":null,\"id\":3,\"name\":\"Sid\",\"name.keyword\":\"Sid\"},{\"email\":null,\"email.keyword\":null,\"id\":4,\"name\":\"null\",\"name.keyword\":\"null\"},{\"email\":null,\"email.keyword\":null,\"id\":5,\"name\":\"Semantic\",\"name.keyword\":\"Semantic\"}]"}]}}`, tests.ServiceAccountEmail)
 
 	return ElasticsearchWants{
 		Select1:               select1Want,
@@ -199,7 +288,7 @@ func getElasticsearchToolsConfig(sourceConfig map[string]any, toolType, paramToo
 				"type":        toolType,
 				"source":      "my-instance",
 				"description": "Simple tool to test end to end functionality.",
-				"query":       "FROM test-index | SORT id ASC",
+				"query":       "FROM test-index | SORT id ASC | KEEP id, name, name.keyword, email, email.keyword",
 			},
 			"my-tool": map[string]any{
 				"type":        toolType,
@@ -246,34 +335,6 @@ func getElasticsearchToolsConfig(sourceConfig map[string]any, toolType, paramToo
 					},
 				},
 			},
-			"my-array-tool": map[string]any{
-				"type":        toolType,
-				"source":      "my-instance",
-				"description": "Tool to test invocation with array params.",
-				"query":       arrayToolStatement,
-				"parameters": []any{
-					map[string]any{
-						"name":        "idArray",
-						"type":        "array",
-						"description": "ID array",
-						"items": map[string]any{
-							"name":        "id",
-							"type":        "integer",
-							"description": "ID",
-						},
-					},
-					map[string]any{
-						"name":        "nameArray",
-						"type":        "array",
-						"description": "user name array",
-						"items": map[string]any{
-							"name":        "name",
-							"type":        "string",
-							"description": "user name",
-						},
-					},
-				},
-			},
 			"my-auth-tool": map[string]any{
 				"type":        toolType,
 				"source":      "my-instance",
@@ -298,7 +359,7 @@ func getElasticsearchToolsConfig(sourceConfig map[string]any, toolType, paramToo
 				"type":        toolType,
 				"source":      "my-instance",
 				"description": "Tool to test auth required invocation.",
-				"query":       "FROM test-index | SORT id ASC",
+				"query":       "FROM test-index | SORT id ASC | KEEP id, name, name.keyword, email, email.keyword",
 				"authRequired": []string{
 					"my-google-auth",
 				},
@@ -339,7 +400,7 @@ func runExecuteEsqlTest(t *testing.T, index string) {
 		if !ok {
 			t.Fatalf("unable to find result in response body")
 		}
-		want := `[{"id":1},{"id":2},{"id":3},{"id":4}]`
+		want := `[{"id":1},{"id":2},{"id":3},{"id":4},{"id":5}]`
 		if got != want {
 			t.Fatalf("unexpected value: got %q, want %q", got, want)
 		}
diff --git a/tests/embedding.go b/tests/embedding.go
index 0e54d5db4f32..adc10640016e 100644
--- a/tests/embedding.go
+++ b/tests/embedding.go
@@ -52,11 +52,16 @@ func AddSemanticSearchConfig(t *testing.T, config map[string]any, toolKind, inse
 		t.Fatalf("unable to get tools from config")
 	}
 
+	queryKey := "statement"
+	if toolKind == "elasticsearch-esql" {
+		queryKey = "query"
+	}
+
 	tools["insert_docs"] = map[string]any{
 		"kind":        toolKind,
 		"source":      "my-instance",
 		"description": "Stores content and its vector embedding into the documents table.",
-		"statement":   insertStmt,
+		queryKey:      insertStmt,
 		"parameters": []any{
 			map[string]any{
 				"name":        "content",
@@ -77,7 +82,7 @@ func AddSemanticSearchConfig(t *testing.T, config map[string]any, toolKind, inse
 		"kind":        toolKind,
 		"source":      "my-instance",
 		"description": "Finds the most semantically similar document to the query vector.",
-		"statement":   searchStmt,
+		queryKey:      searchStmt,
 		"parameters": []any{
 			map[string]any{
 				"name":        "query",
diff --git a/tests/mysql/mysql_integration_test.go b/tests/mysql/mysql_integration_test.go
index 1e2ce35f8363..de30c796e24c 100644
--- a/tests/mysql/mysql_integration_test.go
+++ b/tests/mysql/mysql_integration_test.go
@@ -144,4 +144,5 @@ func TestMySQLToolEndpoints(t *testing.T) {
 	tests.RunMySQLListTablesMissingUniqueIndexes(t, ctx, pool, MySQLDatabase)
 	tests.RunMySQLListTableFragmentationTest(t, MySQLDatabase, tableNameParam, tableNameAuth)
 	tests.RunMySQLGetQueryPlanTest(t, ctx, pool, MySQLDatabase, tableNameParam)
+	tests.RunMySQLListTableStatsTest(t, ctx, pool, MySQLDatabase, tableNameParam, tableNameAuth)
 }
diff --git a/tests/neo4j/neo4j_integration_test.go b/tests/neo4j/neo4j_integration_test.go
index d694198294fb..8d61afd5b80c 100644
--- a/tests/neo4j/neo4j_integration_test.go
+++ b/tests/neo4j/neo4j_integration_test.go
@@ -77,44 +77,56 @@ func TestNeo4jToolEndpoints(t *testing.T) {
 	// This configuration defines the data source and the tools to be tested.
 	toolsFile := map[string]any{
 		"sources": map[string]any{
-			"my-neo4j-instance": sourceConfig,
+			"my-instance": sourceConfig,
 		},
 		"tools": map[string]any{
 			"my-simple-cypher-tool": map[string]any{
 				"type":        "neo4j-cypher",
-				"source":      "my-neo4j-instance",
+				"source":      "my-instance",
 				"description": "Simple tool to test end to end functionality.",
 				"statement":   "RETURN 1 as a;",
 			},
 			"my-simple-execute-cypher-tool": map[string]any{
 				"type":        "neo4j-execute-cypher",
-				"source":      "my-neo4j-instance",
+				"source":      "my-instance",
 				"description": "Simple tool to test end to end functionality.",
 			},
 			"my-readonly-execute-cypher-tool": map[string]any{
 				"type":        "neo4j-execute-cypher",
-				"source":      "my-neo4j-instance",
+				"source":      "my-instance",
 				"description": "A readonly cypher execution tool.",
 				"readOnly":    true,
 			},
 			"my-schema-tool": map[string]any{
 				"type":        "neo4j-schema",
-				"source":      "my-neo4j-instance",
+				"source":      "my-instance",
 				"description": "A tool to get the Neo4j schema.",
 			},
 			"my-schema-tool-with-cache": map[string]any{
 				"type":               "neo4j-schema",
-				"source":             "my-neo4j-instance",
+				"source":             "my-instance",
 				"description":        "A schema tool with a custom cache expiration.",
 				"cacheExpireMinutes": 10,
 			},
 			"my-populated-schema-tool": map[string]any{
 				"type":        "neo4j-schema",
-				"source":      "my-neo4j-instance",
+				"source":      "my-instance",
 				"description": "A tool to get the Neo4j schema from a populated DB.",
 			},
 		},
 	}
+
+	insertStmt := `CREATE (n:SenseAIDocument {content: $content, embedding: $text_to_embed}) RETURN 1 as result`
+	searchStmt := `
+        MATCH (n:SenseAIDocument)
+        WITH n, vector.similarity.cosine(n.embedding, $query) AS score
+        WHERE score IS NOT NULL
+        ORDER BY score DESC
+        LIMIT 1
+        RETURN n.content as content
+    `
+	toolsFile = tests.AddSemanticSearchConfig(t, toolsFile, "neo4j-cypher", insertStmt, searchStmt)
+
 	cmd, cleanup, err := tests.StartCmd(ctx, toolsFile, args...)
 	if err != nil {
 		t.Fatalf("command initialization returned an error: %s", err)
@@ -578,4 +590,9 @@ func TestNeo4jToolEndpoints(t *testing.T) {
 			}
 		})
 	}
+
+	// Semantic search tests
+	semanticInsertWant := `[{"result":1}]`
+	semanticSearchWant := `[{"content":"The quick brown fox jumps over the lazy dog"}]`
+	tests.RunSemanticSearchToolInvokeTest(t, semanticInsertWant, semanticInsertWant, semanticSearchWant)
 }
diff --git a/tests/singlestore/singlestore_integration_test.go b/tests/singlestore/singlestore_integration_test.go
index f88c89c15ea8..d0aecfdf0d85 100644
--- a/tests/singlestore/singlestore_integration_test.go
+++ b/tests/singlestore/singlestore_integration_test.go
@@ -263,6 +263,9 @@ func TestSingleStoreToolEndpoints(t *testing.T) {
 	tmplSelectCombined, tmplSelectFilterCombined := getSingleStoreTmplToolStatement()
 	toolsFile = tests.AddTemplateParamConfig(t, toolsFile, SingleStoreToolType, tmplSelectCombined, tmplSelectFilterCombined, "")
 
+	insertStmt := `INSERT INTO senseai_docs (content, embedding) VALUES (?, JSON_ARRAY_PACK(?))`
+	searchStmt := `SELECT content FROM senseai_docs ORDER BY DOT_PRODUCT(embedding, JSON_ARRAY_PACK(?)) DESC LIMIT 1`
+	toolsFile = tests.AddSemanticSearchConfig(t, toolsFile, SingleStoreToolType, insertStmt, searchStmt)
 	cmd, cleanup, err := tests.StartCmd(ctx, toolsFile, args...)
 	if err != nil {
 		t.Fatalf("command initialization returned an error: %s", err)
@@ -286,4 +289,22 @@ func TestSingleStoreToolEndpoints(t *testing.T) {
 	tests.RunMCPToolCallMethod(t, mcpMyFailToolWant, mcpSelect1Want)
 	tests.RunExecuteSqlToolInvokeTest(t, createTableStatement, select1Want)
 	tests.RunToolInvokeWithTemplateParameters(t, tableNameTemplateParam)
+
+	// Create table for semantic search
+	_, err = pool.ExecContext(ctx, "CREATE TABLE IF NOT EXISTS senseai_docs (id INT AUTO_INCREMENT PRIMARY KEY, content TEXT, embedding BLOB);")
+	if err != nil {
+		t.Fatalf("unable to create semantic search table: %s", err)
+	}
+	defer func() {
+		_, err = pool.ExecContext(ctx, "DROP TABLE IF EXISTS senseai_docs;")
+		if err != nil {
+			t.Logf("Teardown failed: %s", err)
+		}
+	}()
+
+	// Semantic search tests
+	httpSemanticInsertWant := `null`
+	mcpSemanticInsertWant := ``
+	semanticSearchWant := `The quick brown fox jumps over the lazy dog`
+	tests.RunSemanticSearchToolInvokeTest(t, httpSemanticInsertWant, mcpSemanticInsertWant, semanticSearchWant)
 }
diff --git a/tests/spanner/spanner_integration_test.go b/tests/spanner/spanner_integration_test.go
index 95ad32b42f12..4da0e73150f8 100644
--- a/tests/spanner/spanner_integration_test.go
+++ b/tests/spanner/spanner_integration_test.go
@@ -42,6 +42,7 @@ var (
 	SpannerProject    = os.Getenv("SPANNER_PROJECT")
 	SpannerDatabase   = os.Getenv("SPANNER_DATABASE")
 	SpannerInstance   = os.Getenv("SPANNER_INSTANCE")
+	SpannerPgDatabase = os.Getenv("SPANNER_PG_DATABASE")
 )
 
 func getSpannerVars(t *testing.T) map[string]any {
@@ -162,6 +163,14 @@ func TestSpannerToolEndpoints(t *testing.T) {
 	toolsFile = addSpannerListTablesConfig(t, toolsFile)
 	toolsFile = addSpannerListGraphsConfig(t, toolsFile)
 
+	// Set up table for semantic search
+	vectorTableName, tearDownVectorTable := setupSpannerVectorTable(t, ctx, adminClient, dbString)
+	defer tearDownVectorTable(t)
+
+	// Add semantic search tool config
+	insertStmt, searchStmt := getSpannerVectorSearchStmts(vectorTableName)
+	toolsFile = tests.AddSemanticSearchConfig(t, toolsFile, SpannerToolType, insertStmt, searchStmt)
+
 	cmd, cleanup, err := tests.StartCmd(ctx, toolsFile, args...)
 	if err != nil {
 		t.Fatalf("command initialization returned an error: %s", err)
@@ -205,6 +214,7 @@ func TestSpannerToolEndpoints(t *testing.T) {
 	runSpannerExecuteSqlToolInvokeTest(t, select1Want, invokeParamWant, tableNameParam)
 	runSpannerListTablesTest(t, tableNameParam, tableNameAuth, tableNameTemplateParam)
 	runSpannerListGraphsTest(t, graphName)
+	tests.RunSemanticSearchToolInvokeTest(t, "null", "", "The quick brown fox")
 }
 
 // getSpannerToolInfo returns statements and param for my-tool for spanner-sql type
@@ -840,6 +850,50 @@ func runSpannerListGraphsTest(t *testing.T, graphName string) {
 	}
 }
 
+// setupSpannerVectorTable creates a vector table in Spanner for semantic search testing
+func setupSpannerVectorTable(t *testing.T, ctx context.Context, adminClient *database.DatabaseAdminClient, dbString string) (string, func(*testing.T)) {
+	tableName := "vector_table_" + strings.ReplaceAll(uuid.New().String(), "-", "")
+	createStatement := fmt.Sprintf(`CREATE TABLE %s (
+		id INT64,
+		content STRING(MAX),
+		embedding ARRAY<FLOAT32>
+	) PRIMARY KEY (id)`, tableName)
+
+	op, err := adminClient.UpdateDatabaseDdl(ctx, &databasepb.UpdateDatabaseDdlRequest{
+		Database:   dbString,
+		Statements: []string{createStatement},
+	})
+	if err != nil {
+		t.Fatalf("unable to start create vector table operation %s: %s", tableName, err)
+	}
+	err = op.Wait(ctx)
+	if err != nil {
+		t.Fatalf("unable to create test vector table %s: %s", tableName, err)
+	}
+
+	return tableName, func(t *testing.T) {
+		op, err = adminClient.UpdateDatabaseDdl(ctx, &databasepb.UpdateDatabaseDdlRequest{
+			Database:   dbString,
+			Statements: []string{fmt.Sprintf("DROP TABLE IF EXISTS %s", tableName)},
+		})
+		if err != nil {
+			t.Errorf("unable to start drop %s operation: %s", tableName, err)
+			return
+		}
+		opErr := op.Wait(ctx)
+		if opErr != nil {
+			t.Errorf("Teardown failed: %s", opErr)
+		}
+	}
+}
+
+// getSpannerVectorSearchStmts returns statements for spanner semantic search
+func getSpannerVectorSearchStmts(vectorTableName string) (string, string) {
+	insertStmt := fmt.Sprintf("INSERT INTO %s (id, content, embedding) VALUES (1, @content, @text_to_embed)", vectorTableName)
+	searchStmt := fmt.Sprintf("SELECT id, content, COSINE_DISTANCE(embedding, @query) AS distance FROM %s ORDER BY distance LIMIT 1", vectorTableName)
+	return insertStmt, searchStmt
+}
+
 func runSpannerSchemaToolInvokeTest(t *testing.T, accessSchemaWant string) {
 	invokeTcs := []struct {
 		name          string
@@ -908,3 +962,116 @@ func runSpannerSchemaToolInvokeTest(t *testing.T, accessSchemaWant string) {
 		})
 	}
 }
+
+// setupSpannerPgVectorTable creates a vector table in Spanner (PostgreSQL dialect) for semantic search testing
+func setupSpannerPgVectorTable(t *testing.T, ctx context.Context, adminClient *database.DatabaseAdminClient, dbString string) (string, func(*testing.T)) {
+	tableName := "vector_table_" + strings.ReplaceAll(uuid.New().String(), "-", "")
+	createStatement := fmt.Sprintf(`CREATE TABLE %s (
+		id bigint PRIMARY KEY,
+		content text,
+		embedding float4[]
+	)`, tableName)
+
+	op, err := adminClient.UpdateDatabaseDdl(ctx, &databasepb.UpdateDatabaseDdlRequest{
+		Database:   dbString,
+		Statements: []string{createStatement},
+	})
+	if err != nil {
+		t.Fatalf("unable to start create vector table operation %s: %s", tableName, err)
+	}
+	err = op.Wait(ctx)
+	if err != nil {
+		t.Fatalf("unable to create test vector table %s: %s", tableName, err)
+	}
+
+	return tableName, func(t *testing.T) {
+		op, err = adminClient.UpdateDatabaseDdl(ctx, &databasepb.UpdateDatabaseDdlRequest{
+			Database:   dbString,
+			Statements: []string{fmt.Sprintf("DROP TABLE IF EXISTS %s", tableName)},
+		})
+		if err != nil {
+			t.Errorf("unable to start drop %s operation: %s", tableName, err)
+			return
+		}
+		opErr := op.Wait(ctx)
+		if opErr != nil {
+			t.Errorf("Teardown failed: %s", opErr)
+		}
+	}
+}
+
+// getSpannerPgVectorSearchStmts returns statements for spanner semantic search (PostgreSQL dialect)
+func getSpannerPgVectorSearchStmts(vectorTableName string) (string, string) {
+	insertStmt := fmt.Sprintf("INSERT INTO %s (id, content, embedding) VALUES (1, $1, $2)", vectorTableName)
+	searchStmt := fmt.Sprintf("SELECT id, content, spanner.cosine_distance(embedding, $1::float4[]) AS distance FROM %s ORDER BY distance LIMIT 1", vectorTableName)
+	return insertStmt, searchStmt
+}
+
+func TestSpannerPostgresqlToolEndpoints(t *testing.T) {
+	// Skip if environment variables are not set
+	if SpannerProject == "" || SpannerInstance == "" {
+		t.Skip("SPANNER_PROJECT or SPANNER_INSTANCE not set, skipping PostgreSQL tests")
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 15*time.Minute)
+	defer cancel()
+
+	// Create admin client
+	adminClient, err := database.NewDatabaseAdminClient(ctx)
+	if err != nil {
+		t.Fatalf("unable to create admin client: %s", err)
+	}
+	defer adminClient.Close()
+
+	dbName := SpannerPgDatabase
+	if dbName == "" {
+		dbName = "pg_test_database"
+	}
+	t.Logf("Using PostgreSQL database: %s", dbName)
+
+	dbString := fmt.Sprintf("projects/%s/instances/%s/databases/%s", SpannerProject, SpannerInstance, dbName)
+	dataClient, err := spanner.NewClient(ctx, dbString)
+	if err != nil {
+		t.Fatalf("unable to create data client: %s", err)
+	}
+	defer dataClient.Close()
+
+	// Set up table for semantic search
+	vectorTableName, tearDownVectorTable := setupSpannerPgVectorTable(t, ctx, adminClient, dbString)
+	defer tearDownVectorTable(t)
+
+	// Add semantic search tool config
+	insertStmt, searchStmt := getSpannerPgVectorSearchStmts(vectorTableName)
+
+	config := map[string]any{
+		"sources": map[string]any{
+			"my-instance": map[string]any{
+				"type":     "spanner",
+				"project":  SpannerProject,
+				"instance": SpannerInstance,
+				"database": dbName,
+				"dialect":  "postgresql",
+			},
+		},
+		"tools": map[string]any{},
+	}
+
+	toolsConfig := tests.AddSemanticSearchConfig(t, config, SpannerToolType, insertStmt, searchStmt)
+
+	cmd, cleanup, err := tests.StartCmd(ctx, toolsConfig)
+	if err != nil {
+		t.Fatalf("command initialization returned an error: %s", err)
+	}
+	defer cleanup()
+
+	waitCtx, cancel := context.WithTimeout(ctx, 10*time.Second)
+	defer cancel()
+	out, err := testutils.WaitForString(waitCtx, regexp.MustCompile(`Server ready to serve`), cmd.Out)
+	if err != nil {
+		t.Logf("toolbox command logs: \n%s", out)
+		t.Fatalf("toolbox didn't start successfully: %s", err)
+	}
+
+	// Run semantic search test
+	tests.RunSemanticSearchToolInvokeTest(t, "null", "", "The quick brown fox")
+}
diff --git a/tests/tool.go b/tests/tool.go
index 3fc087c3e83b..5858370aa36f 100644
--- a/tests/tool.go
+++ b/tests/tool.go
@@ -3280,6 +3280,140 @@ func RunMySQLListTablesMissingUniqueIndexes(t *testing.T, ctx context.Context, p
 	}
 }
 
+func RunMySQLListTableStatsTest(t *testing.T, ctx context.Context, pool *sql.DB, databaseName string, tableNameParam string, tableNameAuth string) {
+	type tableStatsDetails struct {
+		TableSchema    string `json:"table_schema"`
+		TableName      string `json:"table_name"`
+		DataSize       any    `json:"size_MB"`
+		RowCount       any    `json:"row_count"`
+		TotalLatency   any    `json:"total_latency_secs"`
+		RowsFetched    any    `json:"rows_fetched"`
+		RowsInserted   any    `json:"rows_inserted"`
+		RowsUpdated    any    `json:"rows_updated"`
+		RowsDeleted    any    `json:"rows_deleted"`
+		IOReads        any    `json:"io_reads"`
+		IOReadLatency  any    `json:"io_read_latency"`
+		IOWriteLatency any    `json:"io_write_latency"`
+		IOMiscLatency  any    `json:"io_misc_latency"`
+	}
+
+	paramTableEntryWanted := tableStatsDetails{
+		TableSchema:    databaseName,
+		TableName:      tableNameParam,
+		DataSize:       any(nil),
+		RowCount:       any(nil),
+		TotalLatency:   any(nil),
+		RowsFetched:    any(nil),
+		RowsInserted:   any(nil),
+		RowsUpdated:    any(nil),
+		RowsDeleted:    any(nil),
+		IOReads:        any(nil),
+		IOReadLatency:  any(nil),
+		IOWriteLatency: any(nil),
+		IOMiscLatency:  any(nil),
+	}
+
+	authTableEntryWanted := tableStatsDetails{
+		TableSchema:    databaseName,
+		TableName:      tableNameAuth,
+		DataSize:       any(nil),
+		RowCount:       any(nil),
+		TotalLatency:   any(nil),
+		RowsFetched:    any(nil),
+		RowsInserted:   any(nil),
+		RowsUpdated:    any(nil),
+		RowsDeleted:    any(nil),
+		IOReads:        any(nil),
+		IOReadLatency:  any(nil),
+		IOWriteLatency: any(nil),
+		IOMiscLatency:  any(nil),
+	}
+
+	invokeTcs := []struct {
+		name           string
+		requestBody    io.Reader
+		wantStatusCode int
+		want           any
+	}{
+		{
+			name:           "invoke list_table_stats with no arguments, expected 2 results",
+			requestBody:    bytes.NewBufferString(`{}`),
+			wantStatusCode: http.StatusOK,
+			want:           []tableStatsDetails{paramTableEntryWanted, authTableEntryWanted},
+		},
+		{
+			name:           "invoke list_table_stats with schema other than connected to, expected log error and nil results",
+			requestBody:    bytes.NewBufferString(fmt.Sprintf(`{"table_schema": "%s"}`, "somerandomdb_xyx")),
+			wantStatusCode: http.StatusInternalServerError,
+			want:           []tableStatsDetails(nil),
+		},
+		{
+			name:           "invoke list_table_stats on 1 database and all tables, expected to have 2 result",
+			requestBody:    bytes.NewBufferString(fmt.Sprintf(`{"table_schema": "%s"}`, databaseName)),
+			wantStatusCode: http.StatusOK,
+			want:           []tableStatsDetails{paramTableEntryWanted, authTableEntryWanted},
+		},
+		{
+			name:           "invoke list_table_stats on 1 database and 1 specific table name, expected to have 1 result",
+			requestBody:    bytes.NewBufferString(fmt.Sprintf(`{"table_schema": "%s", "table_name": "%s"}`, databaseName, tableNameAuth)),
+			wantStatusCode: http.StatusOK,
+			want:           []tableStatsDetails{authTableEntryWanted},
+		},
+		{
+			name:           "invoke list_table_stats on 1 non-exist table on 1 database, expected to have 0 result",
+			requestBody:    bytes.NewBufferString(`{"table_name": "non_existent_table"}`),
+			wantStatusCode: http.StatusOK,
+			want:           []tableStatsDetails(nil),
+		},
+	}
+
+	// Generating additional stats for tableNameParam
+	for i := 0; i < 3; i++ {
+		selectStmt := fmt.Sprintf("SELECT * FROM %s", tableNameParam)
+		if _, err := pool.ExecContext(ctx, selectStmt); err != nil {
+			t.Logf("warning: unable to execute select: %v", err)
+		}
+	}
+
+	for _, tc := range invokeTcs {
+		t.Run(tc.name, func(t *testing.T) {
+			const api = "http://127.0.0.1:5000/api/tool/list_table_stats/invoke"
+			resp, respBody := RunRequest(t, http.MethodPost, api, tc.requestBody, nil)
+			if resp.StatusCode != tc.wantStatusCode {
+				t.Fatalf("wrong status code: got %d, want %d, body: %s", resp.StatusCode, tc.wantStatusCode, string(respBody))
+			}
+			if tc.wantStatusCode != http.StatusOK {
+				return
+			}
+
+			var bodyWrapper struct {
+				Result json.RawMessage `json:"result"`
+			}
+			if err := json.Unmarshal(respBody, &bodyWrapper); err != nil {
+				t.Fatalf("error decoding response wrapper: %v", err)
+			}
+
+			var resultString string
+			if err := json.Unmarshal(bodyWrapper.Result, &resultString); err != nil {
+				resultString = string(bodyWrapper.Result)
+			}
+
+			var got any
+			var details []tableStatsDetails
+			if err := json.Unmarshal([]byte(resultString), &details); err != nil {
+				t.Fatalf("failed to unmarshal outer JSON array into []tableInfo: %v", err)
+			}
+			got = details
+
+			if diff := cmp.Diff(tc.want, got, cmp.Comparer(func(a, b tableStatsDetails) bool {
+				return a.TableSchema == b.TableSchema && a.TableName == b.TableName
+			})); diff != "" {
+				t.Errorf("Unexpected result: got %#v, want: %#v", got, tc.want)
+			}
+		})
+	}
+}
+
 func RunMySQLListTableFragmentationTest(t *testing.T, databaseName, tableNameParam, tableNameAuth string) {
 	type tableFragmentationDetails struct {
 		TableSchema             string `json:"table_schema"`