fix: remove binary from sub-agent PR

.github/workflows/image.yml

@@ -27,12 +27,18 @@ jobs:
           - mcp: wait
             dockerfile: ./Dockerfile
             context: ./
+          - mcp: think
+            dockerfile: ./Dockerfile
+            context: ./
           - mcp: memory
             dockerfile: ./Dockerfile
             context: ./
           - mcp: shell
             dockerfile: ./shell/Dockerfile
             context: ./
+          - mcp: sub-agent
+            dockerfile: ./Dockerfile
+            context: ./
           - mcp: ssh
             dockerfile: ./Dockerfile
             context: ./
@@ -60,6 +66,9 @@ jobs:
           - mcp: opencode
             dockerfile: ./opencode/Dockerfile
             context: ./
+          - mcp: codemogger
+            dockerfile: ./codemogger/Dockerfile
+            context: ./
     permissions:
       packages: write
       contents: read

README.md

@@ -44,6 +44,44 @@ mcp:
     }
 ```
 
+### 🤖 Codemogger Server
+
+A codemogger MCP server that provides code analysis and indexing capabilities.
+
+**Features:**
+- Code search functionality
+- Code indexing capabilities
+- Reindex functionality
+- JSON schema validation for inputs/outputs
+
+**Tools:**
+- `codemogger_search` - Search code using codemogger
+- `codemogger_index` - Index code using codemogger
+- `codemogger_reindex` - Reindex code using codemogger
+
+**Docker Image:**
+```bash
+docker run ghcr.io/mudler/mcps/codemogger:latest
+```
+
+**LocalAI configuration ( to add to the model config):**
+```yaml
+mcp:
+  stdio: |
+    {
+      "mcpServers": {
+        "codemogger": {
+          "command": "docker",
+          "args": [
+            "run", "-i", "--rm",
+            "ghcr.io/mudler/mcps/codemogger:master"
+          ]
+        }
+      }
+    }
+```
+
+
 ### 🌤️ Weather Server
 
 A weather information server that provides current weather and forecast data for cities worldwide.
@@ -101,6 +139,56 @@ mcp:
     }
 ```
 
+
+### 🧠 Think Server
+
+A no-op tool that forces the model to think about a message. Useful for debugging or forcing explicit reasoning steps in the model.
+
+**Features:**
+- Simple message input that gets echoed back
+- Forces the model to explicitly process and think about the message
+- Input validation (non-empty message)
+- JSON schema validation for inputs/outputs
+
+**Tool:**
+- `think` - Think about a given message
+
+**Input Format:**
+```json
+{
+  "message": "What is the capital of France?"
+}
+```
+
+**Output Format:**
+```json
+{
+  "result": "Thinking about: What is the capital of France?"
+}
+```
+
+**Docker Image:**
+```bash
+docker run ghcr.io/mudler/mcps/think:latest
+```
+
+**LocalAI configuration (to add to the model config):**
+```yaml
+mcp:
+  stdio: |
+    {
+      "mcpServers": {
+        "think": {
+          "command": "docker",
+          "args": [
+            "run", "-i", "--rm",
+            "ghcr.io/mudler/mcps/think:master"
+          ]
+        }
+      }
+    }
+```
+
 ### ⏱️ Wait Server
 
 A simple wait/sleep server that allows AI models to autonomously wait for a specified duration. Useful for waiting for asynchronous operations to complete.
@@ -494,6 +582,54 @@ mcp:
 
 ### 🔐 SSH Server
 
+### 🤖 Sub-Agent Server
+
+A Model Context Protocol (MCP) server that provides chat completion capabilities with background processing support.
+
+**Features:**
+- **Chat Completion Tool**: Send messages to OpenAI API with synchronous or asynchronous processing
+- **Background Processing**: Execute chat completions in the background and retrieve results later
+- **Task Management**: List active background tasks and get their results
+- **TTL-based Cleanup**: Automatic cleanup of expired tasks based on configurable TTL
+
+**Tools:**
+- `sub_agent_chat` - Send a chat completion message to OpenAI
+- `sub_agent_list` - List all active background sub-agent calls
+- `sub_agent_get_result` - Get the result of a background task
+
+**Configuration:**
+- `OPENAI_BASE_URL` - Base URL for OpenAI API (default: `https://api.openai.com/v1`)
+- `OPENAI_MODEL` - Model to use for completions (default: `gpt-4o-mini`)
+- `OPENAI_API_KEY` - API key for OpenAI authentication (required)
+- `SUB_AGENT_TTL` - TTL in hours for background task results (default: `4`)
+
+**Docker Image:**
+```bash
+docker run -e OPENAI_API_KEY=your-api-key ghcr.io/mudler/mcps/sub-agent:latest
+```
+
+**LocalAI configuration (to add to the model config):**
+```yaml
+mcp:
+  stdio: |
+    {
+      "mcpServers": {
+        "sub-agent": {
+          "command": "docker",
+          "env": {
+            "OPENAI_API_KEY": "your-api-key",
+            "OPENAI_MODEL": "gpt-4o-mini",
+            "SUB_AGENT_TTL": "4"
+          },
+          "args": [
+            "run", "-i", "--rm",
+            "ghcr.io/mudler/mcps/sub-agent:master"
+          ]
+        }
+      }
+    }
+```
+
 An SSH server that allows AI models to connect to remote SSH hosts and execute shell scripts.
 
 **Features:**
@@ -1471,45 +1607,9 @@ func main() {
 
 Docker images are automatically built and pushed to GitHub Container Registry:
 
-- `ghcr.io/mudler/mcps/duckduckgo:latest` - Latest DuckDuckGo server
-- `ghcr.io/mudler/mcps/duckduckgo:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/duckduckgo:master` - Development versions
-- `ghcr.io/mudler/mcps/weather:latest` - Latest Weather server
-- `ghcr.io/mudler/mcps/weather:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/weather:master` - Development versions
-- `ghcr.io/mudler/mcps/wait:latest` - Latest Wait server
-- `ghcr.io/mudler/mcps/wait:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/wait:master` - Development versions
-- `ghcr.io/mudler/mcps/memory:latest` - Latest Memory server
-- `ghcr.io/mudler/mcps/memory:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/memory:master` - Development versions
-- `ghcr.io/mudler/mcps/shell:latest` - Latest Shell server
-- `ghcr.io/mudler/mcps/shell:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/shell:master` - Development versions
-- `ghcr.io/mudler/mcps/ssh:latest` - Latest SSH server
-- `ghcr.io/mudler/mcps/ssh:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/ssh:master` - Development versions
-- `ghcr.io/mudler/mcps/homeassistant:latest` - Latest Home Assistant server
-- `ghcr.io/mudler/mcps/homeassistant:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/homeassistant:master` - Development versions
-- `ghcr.io/mudler/mcps/scripts:latest` - Latest Script Runner server
-- `ghcr.io/mudler/mcps/scripts:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/scripts:master` - Development versions
-- `ghcr.io/mudler/mcps/localrecall:latest` - Latest LocalRecall server
-- `ghcr.io/mudler/mcps/localrecall:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/localrecall:master` - Development versions
-- `ghcr.io/mudler/mcps/todo:latest` - Latest TODO server
-- `ghcr.io/mudler/mcps/todo:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/todo:master` - Development versions
-- `ghcr.io/mudler/mcps/mailbox:latest` - Latest Mailbox server
-- `ghcr.io/mudler/mcps/mailbox:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/mailbox:master` - Development versions
-- `ghcr.io/mudler/mcps/opencode:latest` - Latest Opencode server
-- `ghcr.io/mudler/mcps/opencode:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/opencode:master` - Development versions
-- `ghcr.io/mudler/mcps/filesystem:latest` - Latest Filesystem server
-- `ghcr.io/mudler/mcps/filesystem:v1.0.0` - Tagged versions
-- `ghcr.io/mudler/mcps/filesystem:master` - Development versions
+- `ghcr.io/mudler/mcps/<component>:latest` - Latest component tagged version
+- `ghcr.io/mudler/mcps/<component>:v<version>` - Specific tagged versions
+- `ghcr.io/mudler/mcps/<component>:master` - Development versions
 
 ## Contributing
 

codemogger/Dockerfile

@@ -0,0 +1,3 @@
+FROM node:20-slim
+
+ENTRYPOINT ["npx", "-y", "codemogger", "mcp"]