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new ffd77bc7465 CAMEL-24331: camel-mcp-server-starter - Spring AI engine
for the MCP server bridge (#1871)
ffd77bc7465 is described below
commit ffd77bc74652b006aff9f67ddc055944f9155d44
Author: Federico Mariani <[email protected]>
AuthorDate: Wed Aug 5 10:45:16 2026 +0200
CAMEL-24331: camel-mcp-server-starter - Spring AI engine for the MCP server
bridge (#1871)
* CAMEL-24331: camel-mcp-server-starter - Spring AI engine for the MCP
server bridge
Expose ai-tool routes as MCP tools on Spring Boot through the Spring AI
2.x MCP server (CAMEL-24308):
- Depends on camel-mcp-server-api (bridge + SPI) and
spring-ai-starter-mcp-server-webmvc - NOT the camel-mcp-server Vert.x
engine; Spring AI 2.0.0 pins the same MCP Java SDK (2.0.0) as camel.
- SpringAiMcpServerEngine maps toolAdded/toolRemoved onto the
auto-configured McpSyncServer (list_changed emitted by the SDK).
- CamelMcpServerAutoConfiguration with camel.mcp-server.* properties
(enabled default true, tags opt-in, tool-timeout 20s); serving
concerns are owned by spring.ai.mcp.server.* per the CAMEL-24311
precedence rule; backs off without an McpSyncServer bean.
- Tests: auto-configuration conditions + the engine conformance
scenarios over WebMVC streamable HTTP with the official MCP SDK
client (tag filtering, call success, sanitized errors, timeout,
tools list following route stop/start).
Requires the camel-mcp-server-api artifact from apache/camel PR #25306.
Co-Authored-By: Claude Fable 5 <[email protected]>
* CAMEL-24331: camel-mcp-server-starter - richer usage docs and @McpTool
coexistence
- Usage docs: YAML DSL tool example with parameter types/enum/required,
MCP client configuration examples (camel-openai agent + mcp.json),
dynamic tools, error handling semantics, and a link to the Spring AI
MCP server documentation for the spring.ai.mcp.server.* options.
- Prove Spring-defined tools (@McpTool annotation) coexist with Camel
ai-tool routes on the same MCP server; compile with -parameters so
the annotation scanner derives proper input schemas in tests (Spring
Boot applications inherit this from the boot parent).
Co-Authored-By: Claude Fable 5 <[email protected]>
* CAMEL-24331: camel-mcp-server-starter - document serving over stdio
Verified with a reproducer application over both transports: streamable
HTTP on /mcp and stdio driven with JSON-RPC over stdin/stdout, both
exposing the tag selected ai-tool routes and executing them.
- Add a stdio section: swap spring-ai-starter-mcp-server-webmvc for
spring-ai-starter-mcp-server, enable spring.ai.mcp.server.stdio and run
as a non web application with console logging turned off, since stdout
carries the MCP protocol
- Correct the streamable HTTP note: spring.ai.mcp.server.protocol has to be
set to STREAMABLE explicitly. Without it the autoconfiguration condition
falls back to the SSE transport and nothing is served at /mcp, even
though McpServerProperties defaults the field to STREAMABLE
Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
* CAMEL-24331: camel-mcp-server-starter - add a stdio transport test
Drives the JSON-RPC conversation a stdio MCP client would have over
stdin/stdout against in-memory pipes, so no process has to be spawned:
initialize, the tag filtered tools/list and a tools/call of an ai-tool
route. Everything below the transport bean is the production wiring.
Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
---------
Co-authored-by: Claude Fable 5 <[email protected]>
---
.../camel-mcp-server-starter/pom.xml | 92 ++++++++
.../src/main/doc/intro.adoc | 14 ++
.../src/main/doc/usage.adoc | 210 +++++++++++++++++
.../src/main/docs/mcp-server.json | 35 +++
.../server/CamelMcpServerAutoConfiguration.java | 63 +++++
.../server/McpServerConfigurationProperties.java | 69 ++++++
.../mcp/server/SpringAiMcpServerEngine.java | 107 +++++++++
.../src/main/resources/META-INF/LICENSE.txt | 203 ++++++++++++++++
.../src/main/resources/META-INF/NOTICE.txt | 11 +
...rk.boot.autoconfigure.AutoConfiguration.imports | 17 ++
.../CamelMcpServerAutoConfigurationTest.java | 74 ++++++
.../mcp/server/SpringBootMcpServerStdioTest.java | 145 ++++++++++++
.../mcp/server/SpringBootMcpServerTest.java | 218 ++++++++++++++++++
components-starter/pom.xml | 1 +
docs/spring-boot/modules/ROOT/nav.adoc | 1 +
.../modules/ROOT/pages/starters/mcp-server.adoc | 254 +++++++++++++++++++++
tooling/camel-spring-boot-dependencies/pom.xml | 5 +
17 files changed, 1519 insertions(+)
diff --git a/components-starter/camel-mcp-server-starter/pom.xml
b/components-starter/camel-mcp-server-starter/pom.xml
new file mode 100644
index 00000000000..93922ae05f4
--- /dev/null
+++ b/components-starter/camel-mcp-server-starter/pom.xml
@@ -0,0 +1,92 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+
+ Licensed to the Apache Software Foundation (ASF) under one or more
+ contributor license agreements. See the NOTICE file distributed with
+ this work for additional information regarding copyright ownership.
+ The ASF licenses this file to You 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.
+
+-->
+<project xmlns="http://maven.apache.org/POM/4.0.0";
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0
http://maven.apache.org/maven-v4_0_0.xsd";>
+ <modelVersion>4.0.0</modelVersion>
+ <parent>
+ <groupId>org.apache.camel.springboot</groupId>
+ <artifactId>components-starter</artifactId>
+ <version>4.22.0-SNAPSHOT</version>
+ </parent>
+ <artifactId>camel-mcp-server-starter</artifactId>
+ <packaging>jar</packaging>
+ <name>Camel SB Starters :: MCP Server</name>
+ <description>Spring Boot Starter to expose ai-tool routes as MCP tools
through the Spring AI MCP server</description>
+ <properties>
+ <!-- the Spring AI MCP server support requires Spring AI 2.x (Spring Boot
4.1 baseline);
+ it pins the same MCP Java SDK version (2.0.0) that Apache Camel
manages -->
+ <spring-ai-mcp-version>2.0.0</spring-ai-mcp-version>
+ </properties>
+ <dependencies>
+ <dependency>
+ <groupId>org.springframework.boot</groupId>
+ <artifactId>spring-boot-starter</artifactId>
+ <version>${spring-boot-version}</version>
+ </dependency>
+ <!-- the runtime-agnostic MCP bridge and engine SPI; the serving engine is
provided
+ by Spring AI below (NOT the camel-mcp-server Vert.x engine) -->
+ <dependency>
+ <groupId>org.apache.camel</groupId>
+ <artifactId>camel-mcp-server-api</artifactId>
+ <version>${camel-version}</version>
+ </dependency>
+ <dependency>
+ <groupId>org.springframework.ai</groupId>
+ <artifactId>spring-ai-starter-mcp-server-webmvc</artifactId>
+ <version>${spring-ai-mcp-version}</version>
+ </dependency>
+ <!-- test dependencies -->
+ <dependency>
+ <groupId>org.springframework.boot</groupId>
+ <artifactId>spring-boot-starter-web</artifactId>
+ <version>${spring-boot-version}</version>
+ <scope>test</scope>
+ </dependency>
+ <dependency>
+ <groupId>org.apache.camel</groupId>
+ <artifactId>camel-ai-tool</artifactId>
+ <version>${camel-version}</version>
+ <scope>test</scope>
+ </dependency>
+ <dependency>
+ <groupId>org.awaitility</groupId>
+ <artifactId>awaitility</artifactId>
+ <scope>test</scope>
+ </dependency>
+ <!--START OF GENERATED CODE-->
+ <dependency>
+ <groupId>org.apache.camel.springboot</groupId>
+ <artifactId>camel-core-starter</artifactId>
+ </dependency>
+ <!--END OF GENERATED CODE-->
+ </dependencies>
+ <build>
+ <plugins>
+ <!-- parameter names are needed by the Spring AI annotation scanner to
derive @McpTool
+ input schemas in the tests (Spring Boot applications get this from
the boot parent) -->
+ <plugin>
+ <groupId>org.apache.maven.plugins</groupId>
+ <artifactId>maven-compiler-plugin</artifactId>
+ <configuration>
+ <parameters>true</parameters>
+ </configuration>
+ </plugin>
+ </plugins>
+ </build>
+</project>
diff --git
a/components-starter/camel-mcp-server-starter/src/main/doc/intro.adoc
b/components-starter/camel-mcp-server-starter/src/main/doc/intro.adoc
new file mode 100644
index 00000000000..4af6d66884c
--- /dev/null
+++ b/components-starter/camel-mcp-server-starter/src/main/doc/intro.adoc
@@ -0,0 +1,14 @@
+The MCP Server starter exposes Camel routes registered via the `ai-tool`
+component as tools of a Model Context Protocol (MCP) server, served through
+the Spring AI MCP server over streamable HTTP. No route is needed for the
+server itself: add the starter, tag the `ai-tool` routes to expose, and any
+MCP client (another Camel application, an IDE, a coding agent) can discover
+and call them.
+
+Tool semantics — tag-based opt-in (the untagged default pool is never
+exposed), flat-namespace collision refusal, per-call timeout and error
+sanitization — are owned by the runtime-agnostic `camel-mcp-server-api`
+bridge and are identical on every Camel runtime. Serving concerns (endpoint
+path, protocol, server identity, authentication) are owned by the Spring AI
+MCP server and configured via `spring.ai.mcp.server.*`; use
+`spring.ai.mcp.server.protocol=STREAMABLE` for the streamable HTTP transport.
diff --git
a/components-starter/camel-mcp-server-starter/src/main/doc/usage.adoc
b/components-starter/camel-mcp-server-starter/src/main/doc/usage.adoc
new file mode 100644
index 00000000000..1eaa70ceae3
--- /dev/null
+++ b/components-starter/camel-mcp-server-starter/src/main/doc/usage.adoc
@@ -0,0 +1,210 @@
+Define tools as regular `ai-tool` routes and give them tags:
+
+[source,java]
+----
+from("ai-tool:query_db?tags=crm&description=Query customer database"
+ + "¶meter.customerId=string¶meter.customerId.required=true")
+ .to("jdbc:dataSource");
+----
+
+or in YAML DSL:
+
+[source,yaml]
+----
+- route:
+ from:
+ uri: "ai-tool:send_email"
+ parameters:
+ description: "Send email notification"
+ tags: "notify"
+ parameter.to: string
+ parameter.to.description: "Recipient address"
+ parameter.to.required: "true"
+ parameter.subject: string
+ parameter.priority: string
+ parameter.priority.enum: "low,normal,high"
+ steps:
+ - to: "smtp://mail.example.com"
+----
+
+Tool parameters are declared with the `parameter.NAME` options: the value is
+the JSON type (`string`, `integer`, `number`, `boolean`), and the
+`parameter.NAME.description`, `parameter.NAME.required` and
+`parameter.NAME.enum` options refine the generated JSON Schema. Arguments
+arrive as message headers in the route (`${header.customerId}`).
+
+Select the tags to expose in `application.properties`:
+
+[source,properties]
+----
+camel.mcp-server.tags = crm,notify
+
+# per-call execution timeout (milliseconds, default 20000)
+camel.mcp-server.tool-timeout = 10000
+----
+
+The streamable HTTP transport has to be selected explicitly with
+`spring.ai.mcp.server.protocol=STREAMABLE`; when the property is not set,
+Spring AI serves the deprecated SSE transport instead and there is no
+endpoint at `/mcp`.
+
+Serving concerns are configured on the Spring AI MCP server — see the
+https://docs.spring.io/spring-ai/reference/api/mcp/mcp-streamable-http-server-boot-starter-docs.html[Spring
AI MCP server documentation]
+for the full list of `spring.ai.mcp.server.*` options. For example:
+
+[source,properties]
+----
+spring.ai.mcp.server.protocol = STREAMABLE
+spring.ai.mcp.server.name = my-integration-app
+spring.ai.mcp.server.version = 1.0.0
+spring.ai.mcp.server.streamable-http.mcp-endpoint = /mcp
+----
+
+=== Connecting MCP clients
+
+Any MCP client can connect over streamable HTTP. Another Camel integration
+can consume the tools with the camel-openai MCP client and automatic tool
+execution:
+
+[source,java]
+----
+from("direct:agent")
+ .to("openai:chat-completion"
+ + "?model={{llm.model}}"
+ + "&autoToolExecution=true"
+ + "&mcpServer.myCamelTools.transportType=streamableHttp"
+ + "&mcpServer.myCamelTools.url=http://localhost:8080/mcp";);
+----
+
+A coding agent or IDE is configured with the same URL, e.g. in an
+`mcp.json`-style client configuration:
+
+[source,json]
+----
+{
+ "mcpServers": {
+ "my-integration-app": {
+ "type": "http",
+ "url": "http://localhost:8080/mcp";
+ }
+ }
+}
+----
+
+=== Serving over stdio
+
+Out of the box the tools are served over streamable HTTP: the starter brings
+in `spring-ai-starter-mcp-server-webmvc`. MCP clients that launch the server
+as a subprocess speak over stdin/stdout instead, which Spring AI serves with
+the plain `spring-ai-starter-mcp-server`. Swap the transport starter:
+
+[source,xml]
+----
+<dependency>
+ <groupId>org.apache.camel.springboot</groupId>
+ <artifactId>camel-mcp-server-starter</artifactId>
+ <exclusions>
+ <exclusion>
+ <groupId>org.springframework.ai</groupId>
+ <artifactId>spring-ai-starter-mcp-server-webmvc</artifactId>
+ </exclusion>
+ </exclusions>
+</dependency>
+<dependency>
+ <groupId>org.springframework.ai</groupId>
+ <artifactId>spring-ai-starter-mcp-server</artifactId>
+ <version>2.0.0</version>
+</dependency>
+----
+
+and enable the stdio transport:
+
+[source,properties]
+----
+spring.ai.mcp.server.stdio = true
+spring.main.web-application-type = none
+spring.main.banner-mode = off
+
+# stdout carries the MCP protocol, so nothing else may be written to it
+logging.threshold.console = OFF
+logging.file.name = my-integration-app.log
+----
+
+Because stdout carries the MCP protocol, the application must not run as a
+web application, the banner has to be switched off and console logging has
+to be turned off — writing the log to a file instead. Leaving console
+logging on corrupts the protocol stream, as the Spring Boot startup log is
+then interleaved with the JSON-RPC messages.
+
+A stdio server is launched by the client instead of being connected to over
+a URL:
+
+[source,json]
+----
+{
+ "mcpServers": {
+ "my-integration-app": {
+ "command": "java",
+ "args": ["-jar", "/path/to/my-integration-app-1.0.0.jar"]
+ }
+ }
+}
+----
+
+See the
+https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html[Spring
AI MCP Server Boot Starter documentation]
+for the transport options and the full list of `spring.ai.mcp.server.*`
+properties. On Quarkus the equivalent setup is described in the
+https://docs.quarkiverse.io/quarkus-mcp-server/dev/getting-started-stdio.html[quarkus-mcp-server
stdio guide].
+
+=== Mixing with Spring-defined tools
+
+Camel tools coexist with tools defined natively in Spring AI — both are
+served by the same MCP server and appear in the same `tools/list`. For
+example, a `@McpTool`-annotated bean:
+
+[source,java]
+----
+@Component
+public class CalculatorTools {
+
+ @McpTool(name = "add_numbers", description = "Add two numbers")
+ public String add(
+ @McpToolParam(description = "First addend", required = true) int a,
+ @McpToolParam(description = "Second addend", required = true) int
b) {
+ return String.valueOf(a + b);
+ }
+}
+----
+
+is exposed alongside the `ai-tool` routes. Spring-defined tools are
+registered when the server is created; Camel tools are added and removed
+dynamically with the route lifecycle. Choose distinct tool names — MCP has a
+flat tool namespace.
+
+=== Dynamic tools
+
+The exposed tool list follows the route lifecycle: stopping or suspending an
+`ai-tool` route removes its tool, starting or resuming it publishes the tool
+again, and connected clients are notified via
+`notifications/tools/list_changed`:
+
+[source,java]
+----
+camelContext.getRouteController().stopRoute("query-db-route"); // tool
disappears
+camelContext.getRouteController().startRoute("query-db-route"); // tool is
back
+----
+
+=== Error handling
+
+Results returned to MCP clients are sanitized by the bridge: a route
+exception produces an `isError` result with the generic message
+`Tool execution failed` (the cause is logged server-side and never sent to
+the client), a missing or invalid argument returns the validation message,
+and a call exceeding `camel.mcp-server.tool-timeout` returns
+`Tool execution timed out` while the route keeps running until it completes
+on its own.
+
+On Camel Main and Camel JBang the equivalent setup is the `camel-mcp-server`
+module with the `camel.server.mcp-*` options; on Quarkus it is the
+`camel-quarkus-mcp-server` extension.
diff --git
a/components-starter/camel-mcp-server-starter/src/main/docs/mcp-server.json
b/components-starter/camel-mcp-server-starter/src/main/docs/mcp-server.json
new file mode 100644
index 00000000000..ecb58231709
--- /dev/null
+++ b/components-starter/camel-mcp-server-starter/src/main/docs/mcp-server.json
@@ -0,0 +1,35 @@
+{
+ "groups": [
+ {
+ "name": "camel.mcp-server",
+ "type":
"org.apache.camel.springboot.mcp.server.McpServerConfigurationProperties",
+ "sourceType":
"org.apache.camel.springboot.mcp.server.McpServerConfigurationProperties"
+ }
+ ],
+ "properties": [
+ {
+ "name": "camel.mcp-server.enabled",
+ "type": "java.lang.Boolean",
+ "description": "Whether to expose ai-tool routes as MCP tools through
the Spring AI MCP server. Enabled by default when the starter is on the
classpath.",
+ "sourceType":
"org.apache.camel.springboot.mcp.server.McpServerConfigurationProperties",
+ "defaultValue": true
+ },
+ {
+ "name": "camel.mcp-server.tags",
+ "type": "java.lang.String",
+ "description": "Comma-separated list of ai-tool tags to expose as MCP
tools. Only tools registered under one of these tags are exposed; the untagged
default pool is never exposed. When not set, no tools are exposed.",
+ "sourceType":
"org.apache.camel.springboot.mcp.server.McpServerConfigurationProperties"
+ },
+ {
+ "name": "camel.mcp-server.tool-timeout",
+ "type": "java.lang.Long",
+ "description": "Per-call tool execution timeout in milliseconds. A call
exceeding the timeout returns an error result to the MCP client; the underlying
route keeps running until it completes on its own.",
+ "sourceType":
"org.apache.camel.springboot.mcp.server.McpServerConfigurationProperties",
+ "defaultValue": 20000
+ }
+ ],
+ "hints": [],
+ "ignored": {
+ "properties": []
+ }
+}
\ No newline at end of file
diff --git
a/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/CamelMcpServerAutoConfiguration.java
b/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/CamelMcpServerAutoConfiguration.java
new file mode 100644
index 00000000000..4c9c1bac7f2
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/CamelMcpServerAutoConfiguration.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.camel.springboot.mcp.server;
+
+import io.modelcontextprotocol.server.McpSyncServer;
+import org.apache.camel.CamelContext;
+import org.apache.camel.component.mcp.server.McpServerBridge;
+import org.apache.camel.component.mcp.server.McpServerConfiguration;
+import org.apache.camel.component.mcp.server.McpServerEngine;
+import org.apache.camel.spring.boot.CamelAutoConfiguration;
+import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.boot.autoconfigure.condition.ConditionalOnBean;
+import
org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean;
+import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
+import
org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.context.annotation.Bean;
+
+/**
+ * Auto-configures the Camel MCP server bridge over the Spring AI MCP server:
every ai-tool route whose tags match
+ * {@code camel.mcp-server.tags} is exposed as an MCP tool of the
auto-configured {@link McpSyncServer}.
+ */
+@AutoConfiguration(after = CamelAutoConfiguration.class,
+ afterName =
"org.springframework.ai.mcp.server.common.autoconfigure.McpServerAutoConfiguration")
+@ConditionalOnBean(McpSyncServer.class)
+@ConditionalOnProperty(value = "camel.mcp-server.enabled", matchIfMissing =
true)
+@EnableConfigurationProperties(McpServerConfigurationProperties.class)
+public class CamelMcpServerAutoConfiguration {
+
+ @Bean(initMethod = "", destroyMethod = "")
+ // Camel handles the lifecycle of this bean
+ @ConditionalOnMissingBean(McpServerEngine.class)
+ McpServerEngine camelMcpServerEngine(McpSyncServer mcpSyncServer) {
+ return new SpringAiMcpServerEngine(mcpSyncServer);
+ }
+
+ @Bean(initMethod = "", destroyMethod = "")
+ // Camel handles the lifecycle of this bean
+ @ConditionalOnMissingBean(McpServerBridge.class)
+ McpServerBridge camelMcpServerBridge(
+ CamelContext camelContext, McpServerConfigurationProperties
properties)
+ throws Exception {
+ McpServerConfiguration configuration = new McpServerConfiguration();
+ configuration.setTags(properties.getTags());
+ configuration.setToolTimeout(properties.getToolTimeout());
+ McpServerBridge bridge = new McpServerBridge(configuration);
+ camelContext.addService(bridge);
+ return bridge;
+ }
+}
diff --git
a/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/McpServerConfigurationProperties.java
b/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/McpServerConfigurationProperties.java
new file mode 100644
index 00000000000..b5023fe62b4
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/McpServerConfigurationProperties.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.camel.springboot.mcp.server;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+/**
+ * Bridge-owned configuration of the Camel MCP server. Serving concerns
(endpoint path, protocol, server identity,
+ * authentication) are owned by the Spring AI MCP server and configured via
{@code spring.ai.mcp.server.*}.
+ */
+@ConfigurationProperties(prefix = "camel.mcp-server")
+public class McpServerConfigurationProperties {
+
+ /**
+ * Whether to expose ai-tool routes as MCP tools through the Spring AI MCP
server. Enabled by default when the
+ * starter is on the classpath.
+ */
+ private boolean enabled = true;
+
+ /**
+ * Comma-separated list of ai-tool tags to expose as MCP tools. Only tools
registered under one of these tags are
+ * exposed; the untagged default pool is never exposed. When not set, no
tools are exposed.
+ */
+ private String tags;
+
+ /**
+ * Per-call tool execution timeout in milliseconds. A call exceeding the
timeout returns an error result to the MCP
+ * client; the underlying route keeps running until it completes on its
own.
+ */
+ private long toolTimeout = 20000;
+
+ public boolean isEnabled() {
+ return enabled;
+ }
+
+ public void setEnabled(boolean enabled) {
+ this.enabled = enabled;
+ }
+
+ public String getTags() {
+ return tags;
+ }
+
+ public void setTags(String tags) {
+ this.tags = tags;
+ }
+
+ public long getToolTimeout() {
+ return toolTimeout;
+ }
+
+ public void setToolTimeout(long toolTimeout) {
+ this.toolTimeout = toolTimeout;
+ }
+}
diff --git
a/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/SpringAiMcpServerEngine.java
b/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/SpringAiMcpServerEngine.java
new file mode 100644
index 00000000000..aeb5bd24f3e
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/main/java/org/apache/camel/springboot/mcp/server/SpringAiMcpServerEngine.java
@@ -0,0 +1,107 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.camel.springboot.mcp.server;
+
+import java.util.Map;
+
+import io.modelcontextprotocol.json.McpJsonDefaults;
+import io.modelcontextprotocol.json.McpJsonMapper;
+import io.modelcontextprotocol.server.McpServerFeatures;
+import io.modelcontextprotocol.server.McpSyncServer;
+import io.modelcontextprotocol.spec.McpSchema;
+import org.apache.camel.CamelContext;
+import org.apache.camel.component.mcp.server.McpServerEngine;
+import org.apache.camel.component.mcp.server.McpServerInfo;
+import org.apache.camel.component.mcp.server.McpServerTool;
+import org.apache.camel.component.mcp.server.McpToolCallResult;
+import org.apache.camel.support.service.ServiceSupport;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * {@link McpServerEngine} publishing tools into the Spring AI MCP server:
{@code toolAdded}/{@code toolRemoved} map to
+ * the auto-configured {@link McpSyncServer}'s {@code addTool}/{@code
removeTool}, which emit
+ * {@code notifications/tools/list_changed} to connected clients. Serving
concerns (endpoint path, protocol, server
+ * identity, authentication) are owned by the Spring AI MCP server
configuration ({@code spring.ai.mcp.server.*}).
+ */
+public class SpringAiMcpServerEngine extends ServiceSupport implements
McpServerEngine {
+
+ private static final Logger LOG =
LoggerFactory.getLogger(SpringAiMcpServerEngine.class);
+
+ private static final String EMPTY_OBJECT_SCHEMA = """
+ {
+ "type": "object",
+ "properties": {},
+ "additionalProperties": false
+ }
+ """;
+
+ private final McpSyncServer server;
+ private final McpJsonMapper jsonMapper = McpJsonDefaults.getMapper();
+ private CamelContext camelContext;
+
+ public SpringAiMcpServerEngine(McpSyncServer server) {
+ this.server = server;
+ }
+
+ @Override
+ public CamelContext getCamelContext() {
+ return camelContext;
+ }
+
+ @Override
+ public void setCamelContext(CamelContext camelContext) {
+ this.camelContext = camelContext;
+ }
+
+ @Override
+ public void initialize(McpServerInfo info) {
+ // serving identity is owned by spring.ai.mcp.server.*; the hint is
deliberately ignored
+ LOG.debug("Spring AI MCP server engine initialized; serving
configuration is owned by spring.ai.mcp.server.*");
+ }
+
+ @Override
+ public void toolAdded(McpServerTool tool) {
+ String schema = tool.inputSchemaJson() != null ?
tool.inputSchemaJson() : EMPTY_OBJECT_SCHEMA;
+ McpSchema.Tool mcpTool = McpSchema.Tool.builder(tool.name(),
jsonMapper, schema)
+ .description(tool.description())
+ .build();
+ McpServerFeatures.SyncToolSpecification spec =
McpServerFeatures.SyncToolSpecification.builder()
+ .tool(mcpTool)
+ .callHandler((exchange, request) -> {
+ Map<String, Object> arguments = request.arguments() !=
null ? request.arguments() : Map.of();
+ McpToolCallResult result = tool.handler().call(arguments);
+ return McpSchema.CallToolResult.builder()
+ .addTextContent(result.text())
+ .isError(result.isError())
+ .build();
+ })
+ .build();
+ server.addTool(spec);
+ LOG.debug("MCP tool added: {}", tool.name());
+ }
+
+ @Override
+ public void toolRemoved(String toolName) {
+ try {
+ server.removeTool(toolName);
+ LOG.debug("MCP tool removed: {}", toolName);
+ } catch (Exception e) {
+ LOG.debug("Failed to remove MCP tool {}: {}", toolName,
e.getMessage());
+ }
+ }
+}
diff --git
a/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/LICENSE.txt
b/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/LICENSE.txt
new file mode 100644
index 00000000000..6b0b1270ff0
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/LICENSE.txt
@@ -0,0 +1,203 @@
+
+ Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
+ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+ 1. Definitions.
+
+ "License" shall mean the terms and conditions for use, reproduction,
+ and distribution as defined by Sections 1 through 9 of this document.
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+ "Licensor" shall mean the copyright owner or entity authorized by
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+ not limited to compiled object code, generated documentation,
+ and conversions to other media types.
+
+ "Work" shall mean the work of authorship, whether in Source or
+ Object form, made available under the License, as indicated by a
+ copyright notice that is included in or attached to the work
+ (an example is provided in the Appendix below).
+
+ "Derivative Works" shall mean any work, whether in Source or Object
+ form, that is based on (or derived from) the Work and for which the
+ editorial revisions, annotations, elaborations, or other modifications
+ represent, as a whole, an original work of authorship. For the purposes
+ of this License, Derivative Works shall not include works that remain
+ separable from, or merely link (or bind by name) to the interfaces of,
+ the Work and Derivative Works thereof.
+
+ "Contribution" shall mean any work of authorship, including
+ the original version of the Work and any modifications or additions
+ to that Work or Derivative Works thereof, that is intentionally
+ submitted to Licensor for inclusion in the Work by the copyright owner
+ or by an individual or Legal Entity authorized to submit on behalf of
+ the copyright owner. For the purposes of this definition, "submitted"
+ means any form of electronic, verbal, or written communication sent
+ to the Licensor or its representatives, including but not limited to
+ communication on electronic mailing lists, source code control systems,
+ and issue tracking systems that are managed by, or on behalf of, the
+ Licensor for the purpose of discussing and improving the Work, but
+ excluding communication that is conspicuously marked or otherwise
+ designated in writing by the copyright owner as "Not a Contribution."
+
+ "Contributor" shall mean Licensor and any individual or Legal Entity
+ on behalf of whom a Contribution has been received by Licensor and
+ subsequently incorporated within the Work.
+
+ 2. Grant of Copyright License. Subject to the terms and conditions of
+ this License, each Contributor hereby grants to You a perpetual,
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+ copyright license to reproduce, prepare Derivative Works of,
+ publicly display, publicly perform, sublicense, and distribute the
+ Work and such Derivative Works in Source or Object form.
+
+ 3. Grant of Patent License. Subject to the terms and conditions of
+ this License, each Contributor hereby grants to You a perpetual,
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+ (except as stated in this section) patent license to make, have made,
+ use, offer to sell, sell, import, and otherwise transfer the Work,
+ where such license applies only to those patent claims licensable
+ by such Contributor that are necessarily infringed by their
+ Contribution(s) alone or by combination of their Contribution(s)
+ with the Work to which such Contribution(s) was submitted. If You
+ institute patent litigation against any entity (including a
+ cross-claim or counterclaim in a lawsuit) alleging that the Work
+ or a Contribution incorporated within the Work constitutes direct
+ or contributory patent infringement, then any patent licenses
+ granted to You under this License for that Work shall terminate
+ as of the date such litigation is filed.
+
+ 4. Redistribution. You may reproduce and distribute copies of the
+ Work or Derivative Works thereof in any medium, with or without
+ modifications, and in Source or Object form, provided that You
+ meet the following conditions:
+
+ (a) You must give any other recipients of the Work or
+ Derivative Works a copy of this License; and
+
+ (b) You must cause any modified files to carry prominent notices
+ stating that You changed the files; and
+
+ (c) You must retain, in the Source form of any Derivative Works
+ that You distribute, all copyright, patent, trademark, and
+ attribution notices from the Source form of the Work,
+ excluding those notices that do not pertain to any part of
+ the Derivative Works; and
+
+ (d) If the Work includes a "NOTICE" text file as part of its
+ distribution, then any Derivative Works that You distribute must
+ include a readable copy of the attribution notices contained
+ within such NOTICE file, excluding those notices that do not
+ pertain to any part of the Derivative Works, in at least one
+ of the following places: within a NOTICE text file distributed
+ as part of the Derivative Works; within the Source form or
+ documentation, if provided along with the Derivative Works; or,
+ within a display generated by the Derivative Works, if and
+ wherever such third-party notices normally appear. The contents
+ of the NOTICE file are for informational purposes only and
+ do not modify the License. You may add Your own attribution
+ notices within Derivative Works that You distribute, alongside
+ or as an addendum to the NOTICE text from the Work, provided
+ that such additional attribution notices cannot be construed
+ as modifying the License.
+
+ You may add Your own copyright statement to Your modifications and
+ may provide additional or different license terms and conditions
+ for use, reproduction, or distribution of Your modifications, or
+ for any such Derivative Works as a whole, provided Your use,
+ reproduction, and distribution of the Work otherwise complies with
+ the conditions stated in this License.
+
+ 5. Submission of Contributions. Unless You explicitly state otherwise,
+ any Contribution intentionally submitted for inclusion in the Work
+ by You to the Licensor shall be under the terms and conditions of
+ this License, without any additional terms or conditions.
+ Notwithstanding the above, nothing herein shall supersede or modify
+ the terms of any separate license agreement you may have executed
+ with Licensor regarding such Contributions.
+
+ 6. Trademarks. This License does not grant permission to use the trade
+ names, trademarks, service marks, or product names of the Licensor,
+ except as required for reasonable and customary use in describing the
+ origin of the Work and reproducing the content of the NOTICE file.
+
+ 7. Disclaimer of Warranty. Unless required by applicable law or
+ agreed to in writing, Licensor provides the Work (and each
+ Contributor provides its Contributions) on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+ implied, including, without limitation, any warranties or conditions
+ of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+ PARTICULAR PURPOSE. You are solely responsible for determining the
+ appropriateness of using or redistributing the Work and assume any
+ risks associated with Your exercise of permissions under this License.
+
+ 8. Limitation of Liability. In no event and under no legal theory,
+ whether in tort (including negligence), contract, or otherwise,
+ unless required by applicable law (such as deliberate and grossly
+ negligent acts) or agreed to in writing, shall any Contributor be
+ liable to You for damages, including any direct, indirect, special,
+ incidental, or consequential damages of any character arising as a
+ result of this License or out of the use or inability to use the
+ Work (including but not limited to damages for loss of goodwill,
+ work stoppage, computer failure or malfunction, or any and all
+ other commercial damages or losses), even if such Contributor
+ has been advised of the possibility of such damages.
+
+ 9. Accepting Warranty or Additional Liability. While redistributing
+ the Work or Derivative Works thereof, You may choose to offer,
+ and charge a fee for, acceptance of support, warranty, indemnity,
+ or other liability obligations and/or rights consistent with this
+ License. However, in accepting such obligations, You may act only
+ on Your own behalf and on Your sole responsibility, not on behalf
+ of any other Contributor, and only if You agree to indemnify,
+ defend, and hold each Contributor harmless for any liability
+ incurred by, or claims asserted against, such Contributor by reason
+ of your accepting any such warranty or additional liability.
+
+ END OF TERMS AND CONDITIONS
+
+ APPENDIX: How to apply the Apache License to your work.
+
+ To apply the Apache License to your work, attach the following
+ boilerplate notice, with the fields enclosed by brackets "[]"
+ replaced with your own identifying information. (Don't include
+ the brackets!) The text should be enclosed in the appropriate
+ comment syntax for the file format. We also recommend that a
+ file or class name and description of purpose be included on the
+ same "printed page" as the copyright notice for easier
+ identification within third-party archives.
+
+ Copyright [yyyy] [name of copyright owner]
+
+ 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.
+
diff --git
a/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/NOTICE.txt
b/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/NOTICE.txt
new file mode 100644
index 00000000000..2e215bf2e6b
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/NOTICE.txt
@@ -0,0 +1,11 @@
+ =========================================================================
+ == NOTICE file corresponding to the section 4 d of ==
+ == the Apache License, Version 2.0, ==
+ == in this case for the Apache Camel distribution. ==
+ =========================================================================
+
+ This product includes software developed by
+ The Apache Software Foundation (http://www.apache.org/).
+
+ Please read the different LICENSE files present in the licenses directory of
+ this distribution.
diff --git
a/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
b/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
new file mode 100644
index 00000000000..4e2892e1553
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
@@ -0,0 +1,17 @@
+## ---------------------------------------------------------------------------
+## Licensed to the Apache Software Foundation (ASF) under one or more
+## contributor license agreements. See the NOTICE file distributed with
+## this work for additional information regarding copyright ownership.
+## The ASF licenses this file to You 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.
+## ---------------------------------------------------------------------------
+org.apache.camel.springboot.mcp.server.CamelMcpServerAutoConfiguration
diff --git
a/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/CamelMcpServerAutoConfigurationTest.java
b/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/CamelMcpServerAutoConfigurationTest.java
new file mode 100644
index 00000000000..d7f70c20109
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/CamelMcpServerAutoConfigurationTest.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.camel.springboot.mcp.server;
+
+import io.modelcontextprotocol.server.McpSyncServer;
+import org.apache.camel.component.mcp.server.McpServerBridge;
+import org.apache.camel.component.mcp.server.McpServerEngine;
+import org.apache.camel.spring.boot.CamelAutoConfiguration;
+import org.junit.jupiter.api.Test;
+import org.mockito.Mockito;
+import org.springframework.boot.autoconfigure.AutoConfigurations;
+import org.springframework.boot.test.context.runner.ApplicationContextRunner;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+class CamelMcpServerAutoConfigurationTest {
+
+ private final ApplicationContextRunner runner = new
ApplicationContextRunner()
+
.withConfiguration(AutoConfigurations.of(CamelAutoConfiguration.class,
CamelMcpServerAutoConfiguration.class))
+ .withPropertyValues("spring.main.banner-mode=off");
+
+ @Configuration
+ static class McpSyncServerConfiguration {
+ @Bean
+ McpSyncServer mcpSyncServer() {
+ return Mockito.mock(McpSyncServer.class);
+ }
+ }
+
+ @Test
+ void testBridgeAndEngineConfiguredByDefault() {
+ runner.withUserConfiguration(McpSyncServerConfiguration.class)
+ .withPropertyValues("camel.mcp-server.tags=crm")
+ .run(context -> {
+ assertThat(context).hasSingleBean(McpServerEngine.class);
+ assertThat(context).hasSingleBean(McpServerBridge.class);
+
assertThat(context.getBean(McpServerBridge.class).getConfiguration().getTags()).isEqualTo("crm");
+ });
+ }
+
+ @Test
+ void testDisabledProperty() {
+ runner.withUserConfiguration(McpSyncServerConfiguration.class)
+ .withPropertyValues("camel.mcp-server.enabled=false")
+ .run(context -> {
+ assertThat(context).doesNotHaveBean(McpServerEngine.class);
+ assertThat(context).doesNotHaveBean(McpServerBridge.class);
+ });
+ }
+
+ @Test
+ void testBacksOffWithoutMcpSyncServer() {
+ runner.run(context -> {
+ assertThat(context).doesNotHaveBean(McpServerEngine.class);
+ assertThat(context).doesNotHaveBean(McpServerBridge.class);
+ });
+ }
+}
diff --git
a/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/SpringBootMcpServerStdioTest.java
b/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/SpringBootMcpServerStdioTest.java
new file mode 100644
index 00000000000..07140fb7e8c
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/SpringBootMcpServerStdioTest.java
@@ -0,0 +1,145 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.camel.springboot.mcp.server;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.io.PipedInputStream;
+import java.io.PipedOutputStream;
+
+import io.modelcontextprotocol.json.McpJsonDefaults;
+import io.modelcontextprotocol.server.transport.StdioServerTransportProvider;
+import io.modelcontextprotocol.spec.McpServerTransportProviderBase;
+import org.apache.camel.builder.RouteBuilder;
+import org.apache.camel.test.spring.junit6.CamelSpringBootTest;
+import org.junit.jupiter.api.Test;
+import
org.springframework.ai.mcp.server.webmvc.autoconfigure.McpServerSseWebMvcAutoConfiguration;
+import
org.springframework.ai.mcp.server.webmvc.autoconfigure.McpServerStatelessWebMvcAutoConfiguration;
+import
org.springframework.ai.mcp.server.webmvc.autoconfigure.McpServerStreamableHttpWebMvcAutoConfiguration;
+import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
+import org.springframework.boot.test.context.SpringBootTest;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+
+import static java.nio.charset.StandardCharsets.UTF_8;
+import static org.assertj.core.api.Assertions.assertThat;
+
+/**
+ * Serves the same {@code ai-tool} routes over the stdio transport instead of
streamable HTTP.
+ * <p>
+ * The transport provider is fed with in-memory pipes rather than the real
{@code System.in} / {@code System.out}, so
+ * the JSON-RPC conversation a stdio MCP client would have with the
application can be driven from the test without
+ * spawning a process. Supplying the bean also replaces the one the Spring AI
auto-configuration would create for
+ * {@code spring.ai.mcp.server.stdio=true} (it is annotated with {@code
@ConditionalOnMissingBean}); everything below
+ * that bean — the MCP server, this starter's engine and the Camel bridge — is
the production wiring.
+ */
+// a stdio application does not depend on spring-ai-starter-mcp-server-webmvc
at all; the test classpath has it, so
+// its transports are excluded here to leave the stdio one as the only MCP
server transport
+@EnableAutoConfiguration(exclude = {
+ McpServerSseWebMvcAutoConfiguration.class,
+ McpServerStreamableHttpWebMvcAutoConfiguration.class,
+ McpServerStatelessWebMvcAutoConfiguration.class })
+@CamelSpringBootTest
+@SpringBootTest(
+ webEnvironment = SpringBootTest.WebEnvironment.NONE,
+ classes = {
SpringBootMcpServerStdioTest.TestConfiguration.class },
+ properties = {
+ "spring.main.banner-mode=off",
+ "camel.mcp-server.tags=stdio-conformance",
+ "camel.springboot.main-run-controller=false" })
+public class SpringBootMcpServerStdioTest {
+
+ private static final PipedOutputStream TO_SERVER;
+ private static final PipedInputStream SERVER_IN;
+ private static final PipedOutputStream SERVER_OUT;
+ private static final BufferedReader FROM_SERVER;
+
+ static {
+ try {
+ TO_SERVER = new PipedOutputStream();
+ SERVER_IN = new PipedInputStream(TO_SERVER);
+ SERVER_OUT = new PipedOutputStream();
+ FROM_SERVER = new BufferedReader(new InputStreamReader(new
PipedInputStream(SERVER_OUT), UTF_8));
+ } catch (IOException e) {
+ throw new ExceptionInInitializerError(e);
+ }
+ }
+
+ @Test
+ void toolsAreServedOverStdio() throws Exception {
+
send("{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\","
+ +
"\"capabilities\":{},\"clientInfo\":{\"name\":\"test\",\"version\":\"1\"}}}");
+ assertThat(responseWith("\"id\":1")).contains("\"protocolVersion\"");
+
+ send("{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}");
+
+ // only the selected tag is exposed
+ send("{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\"}");
+ assertThat(responseWith("\"id\":2"))
+ .contains("say_hello")
+ .doesNotContain("hidden_tool");
+
+ send("{\"jsonrpc\":\"2.0\",\"id\":3,\"method\":\"tools/call\","
+ +
"\"params\":{\"name\":\"say_hello\",\"arguments\":{\"name\":\"World\"}}}");
+ assertThat(responseWith("\"id\":3")).contains("Hello World");
+ }
+
+ private static void send(String message) throws IOException {
+ TO_SERVER.write((message + "\n").getBytes(UTF_8));
+ TO_SERVER.flush();
+ }
+
+ /**
+ * Reads server output until the response carrying the given id shows up,
skipping the notifications the server
+ * emits on its own (such as {@code notifications/tools/list_changed}).
+ */
+ private static String responseWith(String id) throws IOException {
+ for (int i = 0; i < 20; i++) {
+ String line = FROM_SERVER.readLine();
+ if (line != null && line.contains(id)) {
+ return line;
+ }
+ }
+ throw new AssertionError("No response containing " + id + " was
received over stdio");
+ }
+
+ @Configuration
+ static class TestConfiguration {
+
+ @Bean
+ McpServerTransportProviderBase stdioServerTransport() {
+ return new
StdioServerTransportProvider(McpJsonDefaults.getMapper(), SERVER_IN,
SERVER_OUT);
+ }
+
+ @Bean
+ RouteBuilder stdioRoutes() {
+ return new RouteBuilder() {
+ @Override
+ public void configure() {
+
from("ai-tool:say_hello?tags=stdio-conformance&description=Say hello"
+ +
"¶meter.name=string¶meter.name.description=Who to greet"
+ + "¶meter.name.required=true")
+ .setBody(simple("Hello ${header.name}"));
+
+ from("ai-tool:hidden_tool?description=Untagged tool, must
not be exposed")
+ .setBody(constant("hidden"));
+ }
+ };
+ }
+ }
+}
diff --git
a/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/SpringBootMcpServerTest.java
b/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/SpringBootMcpServerTest.java
new file mode 100644
index 00000000000..d240924a0bc
--- /dev/null
+++
b/components-starter/camel-mcp-server-starter/src/test/java/org/apache/camel/springboot/mcp/server/SpringBootMcpServerTest.java
@@ -0,0 +1,218 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.camel.springboot.mcp.server;
+
+import java.time.Duration;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+
+import io.modelcontextprotocol.client.McpClient;
+import io.modelcontextprotocol.client.McpSyncClient;
+import
io.modelcontextprotocol.client.transport.HttpClientStreamableHttpTransport;
+import io.modelcontextprotocol.spec.McpSchema;
+import org.apache.camel.CamelContext;
+import org.apache.camel.builder.RouteBuilder;
+import org.apache.camel.test.spring.junit6.CamelSpringBootTest;
+import org.springframework.ai.mcp.annotation.McpTool;
+import org.springframework.ai.mcp.annotation.McpToolParam;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.Test;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
+import org.springframework.boot.test.context.SpringBootTest;
+import org.springframework.boot.test.web.server.LocalServerPort;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.awaitility.Awaitility.await;
+
+/**
+ * The engine conformance scenarios (CAMEL-24313) against the Spring AI MCP
server engine, driven by the official MCP
+ * SDK client over streamable HTTP. Mirrors {@code
McpServerConformanceTestSupport} from camel-mcp-server-api, which
+ * cannot be reused as-is here because it manages its own CamelContext outside
Spring Boot.
+ */
+@EnableAutoConfiguration
+@CamelSpringBootTest
+@SpringBootTest(
+ webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT,
+ // the auto-configurations (Camel, Spring AI MCP server, this
starter) are activated by
+ // @EnableAutoConfiguration so their ordering and
@ConditionalOnBean conditions apply
+ classes = { SpringBootMcpServerTest.TestConfiguration.class },
+ properties = {
+ "spring.main.banner-mode=off",
+ "spring.ai.mcp.server.protocol=STREAMABLE",
+ "camel.mcp-server.tags=conformance",
+ "camel.mcp-server.tool-timeout=2000",
+ "camel.springboot.main-run-controller=false" })
+public class SpringBootMcpServerTest {
+
+ @LocalServerPort
+ private int port;
+
+ @Autowired
+ private CamelContext camelContext;
+
+ private McpSyncClient client;
+
+ /**
+ * A plain Spring-defined MCP tool ({@code @McpTool} annotation,
registered by the Spring AI annotation scanner)
+ * living on the same MCP server as the Camel ai-tool routes.
+ */
+ public static class SpringDefinedTools {
+ @McpTool(name = "add_numbers", description = "Add two numbers")
+ public String add(
+ @McpToolParam(description = "First addend", required = true)
int a,
+ @McpToolParam(description = "Second addend", required = true)
int b) {
+ return String.valueOf(a + b);
+ }
+ }
+
+ @Configuration
+ public static class TestConfiguration {
+ @Bean
+ public SpringDefinedTools springDefinedTools() {
+ return new SpringDefinedTools();
+ }
+
+ @Bean
+ public RouteBuilder routes() {
+ return new RouteBuilder() {
+ @Override
+ public void configure() {
+ from("ai-tool:say_hello?tags=conformance&description=Say
hello"
+ +
"¶meter.name=string¶meter.name.required=true")
+ .routeId("say-hello-route")
+ .setBody(simple("Hello ${header.name}"));
+
+
from("ai-tool:fail_tool?tags=conformance&description=Always fails")
+ .process(e -> {
+ throw new IllegalStateException("secret
internal detail");
+ });
+
+
from("ai-tool:slow_tool?tags=conformance&description=Exceeds the tool timeout")
+ .delay(6000)
+ .setBody(constant("done"));
+
+ from("ai-tool:hidden_tool?description=Untagged tool, must
not be exposed")
+ .setBody(constant("hidden"));
+
+ from("ai-tool:other_tool?tags=untrusted&description=Not a
selected tag, must not be exposed")
+ .setBody(constant("other"));
+ }
+ };
+ }
+ }
+
+ private McpSyncClient client() {
+ if (client == null) {
+ client = McpClient
+
.sync(HttpClientStreamableHttpTransport.builder("http://localhost:"; +
port).build())
+ .requestTimeout(Duration.ofSeconds(10))
+ .initializationTimeout(Duration.ofSeconds(10))
+ .build();
+ client.initialize();
+ }
+ return client;
+ }
+
+ @AfterEach
+ void closeClient() {
+ if (client != null) {
+ client.closeGracefully();
+ client = null;
+ }
+ }
+
+ @Test
+ void testListToolsExposesOnlySelectedTags() {
+ List<McpSchema.Tool> tools = client().listTools().tools();
+
+ assertThat(tools).extracting(McpSchema.Tool::name)
+ .contains("say_hello", "fail_tool", "slow_tool")
+ .doesNotContain("hidden_tool", "other_tool");
+ }
+
+ @Test
+ void testSpringAnnotatedToolsCoexistWithCamelTools() {
+ // both tool sources are served by the same MCP server
+
assertThat(client().listTools().tools()).extracting(McpSchema.Tool::name)
+ .contains("add_numbers", "say_hello");
+
+ McpSchema.CallToolResult result
+ = client().callTool(new
McpSchema.CallToolRequest("add_numbers", Map.of("a", 17, "b", 25)));
+
assertThat(result.isError()).as(textOf(result)).isNotEqualTo(Boolean.TRUE);
+ assertThat(textOf(result)).isEqualTo("42");
+ }
+
+ @Test
+ void testCallToolSuccess() {
+ McpSchema.CallToolResult result
+ = client().callTool(new McpSchema.CallToolRequest("say_hello",
Map.of("name", "World")));
+
+ assertThat(result.isError()).isNotEqualTo(Boolean.TRUE);
+ assertThat(textOf(result)).isEqualTo("Hello World");
+ }
+
+ @Test
+ void testCallToolMissingRequiredArgument() {
+ McpSchema.CallToolResult result = client().callTool(new
McpSchema.CallToolRequest("say_hello", Map.of()));
+
+ assertThat(result.isError()).isEqualTo(Boolean.TRUE);
+ assertThat(textOf(result)).contains("name");
+ }
+
+ @Test
+ void testCallToolExecutionErrorIsSanitized() {
+ McpSchema.CallToolResult result = client().callTool(new
McpSchema.CallToolRequest("fail_tool", Map.of()));
+
+ assertThat(result.isError()).isEqualTo(Boolean.TRUE);
+ assertThat(textOf(result))
+ .doesNotContain("secret internal detail")
+ .isEqualTo("Tool execution failed");
+ }
+
+ @Test
+ void testCallToolTimeout() {
+ McpSchema.CallToolResult result = client().callTool(new
McpSchema.CallToolRequest("slow_tool", Map.of()));
+
+ assertThat(result.isError()).isEqualTo(Boolean.TRUE);
+ assertThat(textOf(result)).contains("timed out");
+ }
+
+ @Test
+ void testToolsListReflectsRouteStopAndStart() throws Exception {
+
assertThat(client().listTools().tools()).extracting(McpSchema.Tool::name).contains("say_hello");
+
+ camelContext.getRouteController().stopRoute("say-hello-route");
+ await().atMost(10, TimeUnit.SECONDS).untilAsserted(() ->
assertThat(client().listTools().tools())
+ .extracting(McpSchema.Tool::name).doesNotContain("say_hello"));
+
+ camelContext.getRouteController().startRoute("say-hello-route");
+ await().atMost(10, TimeUnit.SECONDS).untilAsserted(() ->
assertThat(client().listTools().tools())
+ .extracting(McpSchema.Tool::name).contains("say_hello"));
+ }
+
+ private static String textOf(McpSchema.CallToolResult result) {
+ return result.content().stream()
+ .filter(McpSchema.TextContent.class::isInstance)
+ .map(c -> ((McpSchema.TextContent) c).text())
+ .collect(Collectors.joining());
+ }
+}
diff --git a/components-starter/pom.xml b/components-starter/pom.xml
index a13317f572e..d058ccd3b58 100644
--- a/components-starter/pom.xml
+++ b/components-starter/pom.xml
@@ -362,6 +362,7 @@
<module>camel-management-starter</module>
<module>camel-mapstruct-starter</module>
<module>camel-master-starter</module>
+ <module>camel-mcp-server-starter</module>
<module>camel-mdc-starter</module>
<module>camel-metrics-starter</module>
<module>camel-micrometer-observability-starter</module>
diff --git a/docs/spring-boot/modules/ROOT/nav.adoc
b/docs/spring-boot/modules/ROOT/nav.adoc
index a4cdf931e8b..9594299d575 100644
--- a/docs/spring-boot/modules/ROOT/nav.adoc
+++ b/docs/spring-boot/modules/ROOT/nav.adoc
@@ -261,6 +261,7 @@
** xref:starters/management.adoc[Management]
** xref:starters/mapstruct.adoc[MapStruct]
** xref:starters/master.adoc[Master]
+** xref:starters/mcp-server.adoc[Mcp Server]
** xref:starters/mdc.adoc[Mdc]
** xref:starters/metrics.adoc[Metrics]
** xref:starters/micrometer-observability.adoc[Micrometer Observability]
diff --git a/docs/spring-boot/modules/ROOT/pages/starters/mcp-server.adoc
b/docs/spring-boot/modules/ROOT/pages/starters/mcp-server.adoc
new file mode 100644
index 00000000000..bd465cb2b0b
--- /dev/null
+++ b/docs/spring-boot/modules/ROOT/pages/starters/mcp-server.adoc
@@ -0,0 +1,254 @@
+// Do not edit directly!
+// This file was generated by camel-spring-boot-generator-maven-plugin
+= Mcp Server
+:artifactid: camel-mcp-server-starter
+
+The MCP Server starter exposes Camel routes registered via the `ai-tool`
+component as tools of a Model Context Protocol (MCP) server, served through
+the Spring AI MCP server over streamable HTTP. No route is needed for the
+server itself: add the starter, tag the `ai-tool` routes to expose, and any
+MCP client (another Camel application, an IDE, a coding agent) can discover
+and call them.
+
+Tool semantics — tag-based opt-in (the untagged default pool is never
+exposed), flat-namespace collision refusal, per-call timeout and error
+sanitization — are owned by the runtime-agnostic `camel-mcp-server-api`
+bridge and are identical on every Camel runtime. Serving concerns (endpoint
+path, protocol, server identity, authentication) are owned by the Spring AI
+MCP server and configured via `spring.ai.mcp.server.*`; use
+`spring.ai.mcp.server.protocol=STREAMABLE` for the streamable HTTP transport.
+
+== Maven coordinates
+
+[source,xml]
+----
+<dependency>
+ <groupId>org.apache.camel.springboot</groupId>
+ <artifactId>camel-mcp-server-starter</artifactId>
+</dependency>
+----
+
+== Usage
+
+Define tools as regular `ai-tool` routes and give them tags:
+
+[source,java]
+----
+from("ai-tool:query_db?tags=crm&description=Query customer database"
+ + "¶meter.customerId=string¶meter.customerId.required=true")
+ .to("jdbc:dataSource");
+----
+
+or in YAML DSL:
+
+[source,yaml]
+----
+- route:
+ from:
+ uri: "ai-tool:send_email"
+ parameters:
+ description: "Send email notification"
+ tags: "notify"
+ parameter.to: string
+ parameter.to.description: "Recipient address"
+ parameter.to.required: "true"
+ parameter.subject: string
+ parameter.priority: string
+ parameter.priority.enum: "low,normal,high"
+ steps:
+ - to: "smtp://mail.example.com"
+----
+
+Tool parameters are declared with the `parameter.NAME` options: the value is
+the JSON type (`string`, `integer`, `number`, `boolean`), and the
+`parameter.NAME.description`, `parameter.NAME.required` and
+`parameter.NAME.enum` options refine the generated JSON Schema. Arguments
+arrive as message headers in the route (`${header.customerId}`).
+
+Select the tags to expose in `application.properties`:
+
+[source,properties]
+----
+camel.mcp-server.tags = crm,notify
+
+# per-call execution timeout (milliseconds, default 20000)
+camel.mcp-server.tool-timeout = 10000
+----
+
+The streamable HTTP transport has to be selected explicitly with
+`spring.ai.mcp.server.protocol=STREAMABLE`; when the property is not set,
+Spring AI serves the deprecated SSE transport instead and there is no
+endpoint at `/mcp`.
+
+Serving concerns are configured on the Spring AI MCP server — see the
+https://docs.spring.io/spring-ai/reference/api/mcp/mcp-streamable-http-server-boot-starter-docs.html[Spring
AI MCP server documentation]
+for the full list of `spring.ai.mcp.server.*` options. For example:
+
+[source,properties]
+----
+spring.ai.mcp.server.protocol = STREAMABLE
+spring.ai.mcp.server.name = my-integration-app
+spring.ai.mcp.server.version = 1.0.0
+spring.ai.mcp.server.streamable-http.mcp-endpoint = /mcp
+----
+
+=== Connecting MCP clients
+
+Any MCP client can connect over streamable HTTP. Another Camel integration
+can consume the tools with the camel-openai MCP client and automatic tool
+execution:
+
+[source,java]
+----
+from("direct:agent")
+ .to("openai:chat-completion"
+ + "?model={{llm.model}}"
+ + "&autoToolExecution=true"
+ + "&mcpServer.myCamelTools.transportType=streamableHttp"
+ + "&mcpServer.myCamelTools.url=http://localhost:8080/mcp";);
+----
+
+A coding agent or IDE is configured with the same URL, e.g. in an
+`mcp.json`-style client configuration:
+
+[source,json]
+----
+{
+ "mcpServers": {
+ "my-integration-app": {
+ "type": "http",
+ "url": "http://localhost:8080/mcp";
+ }
+ }
+}
+----
+
+=== Serving over stdio
+
+Out of the box the tools are served over streamable HTTP: the starter brings
+in `spring-ai-starter-mcp-server-webmvc`. MCP clients that launch the server
+as a subprocess speak over stdin/stdout instead, which Spring AI serves with
+the plain `spring-ai-starter-mcp-server`. Swap the transport starter:
+
+[source,xml]
+----
+<dependency>
+ <groupId>org.apache.camel.springboot</groupId>
+ <artifactId>camel-mcp-server-starter</artifactId>
+ <exclusions>
+ <exclusion>
+ <groupId>org.springframework.ai</groupId>
+ <artifactId>spring-ai-starter-mcp-server-webmvc</artifactId>
+ </exclusion>
+ </exclusions>
+</dependency>
+<dependency>
+ <groupId>org.springframework.ai</groupId>
+ <artifactId>spring-ai-starter-mcp-server</artifactId>
+ <version>2.0.0</version>
+</dependency>
+----
+
+and enable the stdio transport:
+
+[source,properties]
+----
+spring.ai.mcp.server.stdio = true
+spring.main.web-application-type = none
+spring.main.banner-mode = off
+
+# stdout carries the MCP protocol, so nothing else may be written to it
+logging.threshold.console = OFF
+logging.file.name = my-integration-app.log
+----
+
+Because stdout carries the MCP protocol, the application must not run as a
+web application, the banner has to be switched off and console logging has
+to be turned off — writing the log to a file instead. Leaving console
+logging on corrupts the protocol stream, as the Spring Boot startup log is
+then interleaved with the JSON-RPC messages.
+
+A stdio server is launched by the client instead of being connected to over
+a URL:
+
+[source,json]
+----
+{
+ "mcpServers": {
+ "my-integration-app": {
+ "command": "java",
+ "args": ["-jar", "/path/to/my-integration-app-1.0.0.jar"]
+ }
+ }
+}
+----
+
+See the
+https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html[Spring
AI MCP Server Boot Starter documentation]
+for the transport options and the full list of `spring.ai.mcp.server.*`
+properties. On Quarkus the equivalent setup is described in the
+https://docs.quarkiverse.io/quarkus-mcp-server/dev/getting-started-stdio.html[quarkus-mcp-server
stdio guide].
+
+=== Mixing with Spring-defined tools
+
+Camel tools coexist with tools defined natively in Spring AI — both are
+served by the same MCP server and appear in the same `tools/list`. For
+example, a `@McpTool`-annotated bean:
+
+[source,java]
+----
+@Component
+public class CalculatorTools {
+
+ @McpTool(name = "add_numbers", description = "Add two numbers")
+ public String add(
+ @McpToolParam(description = "First addend", required = true) int a,
+ @McpToolParam(description = "Second addend", required = true) int
b) {
+ return String.valueOf(a + b);
+ }
+}
+----
+
+is exposed alongside the `ai-tool` routes. Spring-defined tools are
+registered when the server is created; Camel tools are added and removed
+dynamically with the route lifecycle. Choose distinct tool names — MCP has a
+flat tool namespace.
+
+=== Dynamic tools
+
+The exposed tool list follows the route lifecycle: stopping or suspending an
+`ai-tool` route removes its tool, starting or resuming it publishes the tool
+again, and connected clients are notified via
+`notifications/tools/list_changed`:
+
+[source,java]
+----
+camelContext.getRouteController().stopRoute("query-db-route"); // tool
disappears
+camelContext.getRouteController().startRoute("query-db-route"); // tool is
back
+----
+
+=== Error handling
+
+Results returned to MCP clients are sanitized by the bridge: a route
+exception produces an `isError` result with the generic message
+`Tool execution failed` (the cause is logged server-side and never sent to
+the client), a missing or invalid argument returns the validation message,
+and a call exceeding `camel.mcp-server.tool-timeout` returns
+`Tool execution timed out` while the route keeps running until it completes
+on its own.
+
+On Camel Main and Camel JBang the equivalent setup is the `camel-mcp-server`
+module with the `camel.server.mcp-*` options; on Quarkus it is the
+`camel-quarkus-mcp-server` extension.
+
+== Spring Boot Auto-Configuration
+
+The starter supports 3 options, which are listed below.
+
+[width="100%",cols="2,5,^1,2",options="header"]
+|===
+| Name | Description | Default | Type
+| camel.mcp-server.enabled | Whether to expose ai-tool routes as MCP tools
through the Spring AI MCP server. Enabled by default when the starter is on the
classpath. | true | Boolean
+| camel.mcp-server.tags | Comma-separated list of ai-tool tags to expose as
MCP tools. Only tools registered under one of these tags are exposed; the
untagged default pool is never exposed. When not set, no tools are exposed. |
| String
+| camel.mcp-server.tool-timeout | Per-call tool execution timeout in
milliseconds. A call exceeding the timeout returns an error result to the MCP
client; the underlying route keeps running until it completes on its own. |
20000 | Long
+|===
diff --git a/tooling/camel-spring-boot-dependencies/pom.xml
b/tooling/camel-spring-boot-dependencies/pom.xml
index 7b25c0c6561..dbff63e0ded 100644
--- a/tooling/camel-spring-boot-dependencies/pom.xml
+++ b/tooling/camel-spring-boot-dependencies/pom.xml
@@ -4629,6 +4629,11 @@
<artifactId>camel-spring-ai-image</artifactId>
<version>4.22.0-SNAPSHOT</version>
</dependency>
+ <dependency>
+ <groupId>org.apache.camel</groupId>
+ <artifactId>camel-spring-ai-tools</artifactId>
+ <version>4.22.0-SNAPSHOT</version>
+ </dependency>
<dependency>
<groupId>org.apache.camel</groupId>
<artifactId>camel-spring-ai-vector-store</artifactId>
