oscerd opened a new pull request, #20976:
URL: https://github.com/apache/camel/pull/20976

   # Description
   
   - Add new Camel MCP (Model Context Protocol) module for AI assistant 
integration
   - Provides tools for querying the Camel Catalog (components, EIPs, data 
formats, languages)
   - Includes route validation and route explanation capabilities
   - Built on Quarkus MCP Server with LangChain4j integration for LLM support
   
   To add this we have two way:
   
   - Pure java
   ```
   {
       "mcpServers": {
         "camel": {
           "command": "java",
           "args": [
             "-jar",
             
"/path/to/camel/dsl/camel-jbang/camel-jbang-mcp/target/quarkus-app/quarkus-run.jar"
           ],
           "env": {
             "QUARKUS_LANGCHAIN4J_OLLAMA_BASE_URL": "http://localhost:11434";,
             "QUARKUS_LANGCHAIN4J_OLLAMA_CHAT_MODEL_MODEL_ID": "llama3.2"
           }
         }
       }
     }
   ```
   
   
   - jbang
   
   ```
     {
       "mcpServers": {
         "camel": {
           "command": "jbang",
           "args": [
             "org.apache.camel:camel-jbang-mcp:4.18.0-SNAPSHOT:runner"
           ],
           "env": {
             "QUARKUS_LANGCHAIN4J_OLLAMA_BASE_URL": "http://localhost:11434";,
             "QUARKUS_LANGCHAIN4J_OLLAMA_CHAT_MODEL_MODEL_ID": "llama3.2"
           }
         }
       }
     }
   ```
   
   Also any OpenAI compatible endpoint could be used
   
   ```
     {
       "mcpServers": {
         "camel": {
           "command": "java",
           "args": [
             "-jar",
             
"/path/to/camel/dsl/camel-jbang/camel-jbang-mcp/target/quarkus-app/quarkus-run.jar"
           ],
           "env": {
             "QUARKUS_LANGCHAIN4J_OPENAI_API_KEY": "your-openai-api-key",
             "QUARKUS_LANGCHAIN4J_OPENAI_CHAT_MODEL_MODEL_NAME": "gpt-4"
           }
         }
       }
     }
   ```
   
   The tools for the moment:
   
     | Tool                        | Description                                
        |
     
|-----------------------------|----------------------------------------------------|
     | camel_catalog_components    | List Camel components with filtering       
        |
     | camel_catalog_component_doc | Get detailed component documentation       
        |
     | camel_catalog_dataformats   | List data formats (json, xml, csv, etc.)   
        |
     | camel_catalog_languages     | List expression languages (simple, 
jsonpath, etc.) |
     | camel_catalog_eips          | List Enterprise Integration Patterns       
        |
     | camel_catalog_eip_doc       | Get detailed EIP documentation             
        |
     | camel_validate_route        | Validate endpoint URIs and routes          
        |
     | camel_explain_route         | Route explanation                       |
   
   
   # Target
   
   - [x] I checked that the commit is targeting the correct branch (Camel 4 
uses the `main` branch)
   
   # Tracking
   - [x] If this is a large change, bug fix, or code improvement, I checked 
there is a [JIRA issue](https://issues.apache.org/jira/browse/CAMEL) filed for 
the change (usually before you start working on it).
   
   <!--
   # *Note*: trivial changes like, typos, minor documentation fixes and other 
small items do not require a JIRA issue. In this case your pull request should 
address just this issue, without pulling in other changes.
   -->
   
   # Apache Camel coding standards and style
   
   - [x] I checked that each commit in the pull request has a meaningful 
subject line and body.
   
   <!--
   If you're unsure, you can format the pull request title like `[CAMEL-XXX] 
Fixes bug in camel-file component`, where you replace `CAMEL-XXX` with the 
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   - [x] I have run `mvn clean install -DskipTests` locally from root folder 
and I have committed all auto-generated changes.
   
   <!--
   You can run the aforementioned command in your module so that the build 
auto-formats your code. This will also be verified as part of the checks and 
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   You can learn more about the contribution guidelines at 
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   -->
   
   


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