diff --git a/.gitignore b/.gitignore
index 3a12a40..b68d54b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 reseau
+context
 
 # ---> macOS
 # General
diff --git a/.zed/settings.json b/.zed/settings.json
new file mode 100644
index 0000000..3b0c2c6
--- /dev/null
+++ b/.zed/settings.json
@@ -0,0 +1,12 @@
+// Folder-specific settings
+//
+// For a full list of overridable settings, and general information on folder-specific settings,
+// see the documentation: https://zed.dev/docs/configuring-zed#settings-files
+{
+  "inlay_hints": {
+    "enabled": true
+  },
+  "colorize_brackets": true,
+  "project_name": "PMO Crazy Coder",
+  "autosave": "on_window_change",
+}
diff --git a/Dockerfile b/Dockerfile
index e05aa76..ee6902d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,16 +1,61 @@
 # Dockerfile
 FROM python:3.11-slim
 
+# Ajouter le dépôt Debian Testing pour les paquets plus récents
+RUN echo "deb http://deb.debian.org/debian testing main" \
+    > /etc/apt/sources.list.d/testing.list
+
 WORKDIR /app
 
+# Installer les outils de développement Go et Rust
+RUN apt-get update && \
+    apt-get install -y \
+    clang \
+    llvm-dev \
+    libclang-dev \
+    pkg-config \
+    build-essential \
+    git \
+    make \
+    curl \
+    nodejs \
+    npm \
+    pylint \
+    black \
+    flake8 \
+    mypy \
+    isort
+
+COPY tools tools
+
+# Installer la dernière version de Go
+RUN bash tools/install_latest_go.sh
+ENV PATH=/usr/local/go/bin:$PATH
+
+# Installer la dernière version de Rust
+ENV RUSTUP_HOME=/usr/local/rustup
+ENV CARGO_HOME=/usr/local/cargo
+ENV PATH=/usr/local/cargo/bin:$PATH
+RUN curl https://sh.rustup.rs -sSf \
+    | sh -s -- -y --default-toolchain stable \
+    && rustup install nightly \
+    && rustup component add rustfmt clippy rust-src rust-docs \
+    && cargo install cargo-edit cargo-watch cargo-outdated cargo-make cargo-binstall
+
+# Installer la dernière version de typscript
+RUN npm install -g typescript tsc @types/node eslint prettier
+
+RUN cargo binstall --strategies crate-meta-data jj-cli
+
 # Installer le SDK MCP Python
-RUN pip install --no-cache-dir fastmcp
+RUN pip install --no-cache-dir ruff fastmcp ipython
 
 # Copier le serveur
-COPY src/* .
+COPY src .
 
 # Exposer le port
 EXPOSE 6666
+ENV OLLAMA_ADDR="http://host.docker.internal:11434"
 
 # Lancer le serveur
-CMD ["python", "./mon_mcp.py"]
+CMD ["python", "./PMOCrazyCoder.py"]
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..52a2fcd
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,33 @@
+.PHONY: build run all debug
+
+# Variables
+IMAGE_NAME = pmo_crazy_coder
+TAG = latest
+PORT = 7860
+DOCKER_RUN_COMMON = --rm -p $(PORT):$(PORT) -v ./bac_a_sable:/sandbox
+FULL_IMAGE_NAME = $(IMAGE_NAME):$(TAG)
+
+all: run
+
+$(SANDBOX_VOLUME):
+	mkdir -p $(SANDBOX_VOLUME)
+
+stampdir:
+	mkdir -p stamp
+
+stamp/build_PMOCrazyCoder: stampdir Dockerfile
+	@echo building the PMOCrazyCoder server
+	@docker build -t $(FULL_IMAGE_NAME) .
+	@touch $@
+
+build: stamp/build_PMOCrazyCoder
+run: build
+	@echo Launching the PMOCrazyCoder MCP server
+	@docker run $(DOCKER_RUN_COMMON) \
+				$(FULL_IMAGE_NAME)
+
+debug: build
+	@echo Launching the PMOCrazyCoder MCP server in debug mode
+	@docker run $(DOCKER_RUN_COMMON) \
+	     	   -it \
+				$(FULL_IMAGE_NAME) /bin/bash
diff --git a/Notes/jj_to_json.md b/Notes/jj_to_json.md
new file mode 100644
index 0000000..5fa69ab
--- /dev/null
+++ b/Notes/jj_to_json.md
@@ -0,0 +1,49 @@
+```bash
+jj log | orla agent -m  ollama:qwen3:0.6b   \
+  "
+Transform the following `jj log` output into JSON according to the given schema.
+
+**Return only valid JSON, without any Markdown formatting :**
+    - no backticks, 
+    - no code blocks, 
+    - no extra text
+
+Schema:
+{
+  \"type\": \"array\",
+  \"items\": {
+    \"type\": \"object\",
+    \"properties\": {
+      \"hash\": {\"type\": \"string\"},
+      \"author\": {\"type\": \"string\"},
+      \"date\": {\"type\": \"string\"},
+      \"message\": {\"type\": \"string\"}
+    },
+    \"required\": [\"hash\", \"author\", \"date\", \"message\"]
+  }
+}
+" | grep -v '```' | jq .
+```
+
+```json
+[
+  {
+    "hash": "252b5de3",
+    "author": "nrrwwpms",
+    "date": "2026-01-25 17:36:18",
+    "message": "(no description set)"
+  },
+  {
+    "hash": "9f9d9bc3",
+    "author": "stxkzlul",
+    "date": "2026-01-25 12:08:12",
+    "message": "Ajout de Dockerfile et configuration MCP"
+  },
+  {
+    "hash": "7412b51a",
+    "author": "xnrxukn",
+    "date": "2026-01-25 07:53:42",
+    "message": "Initial commit"
+  }
+]
+```
diff --git a/opencode.json b/opencode.json
index ad01805..d9c66a3 100644
--- a/opencode.json
+++ b/opencode.json
@@ -1,7 +1,7 @@
 {
   "$schema": "https://opencode.ai/config.json",
   "mcp": {
-    "echo-server": {
+    "PMO-Crazy-coder": {
       "type": "remote",
       "url": "http://localhost:7860/mcp"
     }
diff --git a/src/mon_mcp.py b/src/PMOCrazyCoder.py
similarity index 89%
rename from src/mon_mcp.py
rename to src/PMOCrazyCoder.py
index 6aed017..561fb9c 100644
--- a/src/mon_mcp.py
+++ b/src/PMOCrazyCoder.py
@@ -1,7 +1,5 @@
-from fastmcp import FastMCP
-
-# Création du serveur MCP
-mcp = FastMCP("Serveur Echo MCP")
+from crazy_mcp import mcp
+from sandbox.mcp import install_project_tool
 
 
 # Déclaration d'un outil
diff --git a/src/crazy_mcp/__init__.py b/src/crazy_mcp/__init__.py
new file mode 100644
index 0000000..3c3ae06
--- /dev/null
+++ b/src/crazy_mcp/__init__.py
@@ -0,0 +1,3 @@
+from fastmcp import FastMCP
+
+mcp = FastMCP("PMO Crazy coder")
diff --git a/src/json_extract/__init__.py b/src/json_extract/__init__.py
new file mode 100644
index 0000000..489176c
--- /dev/null
+++ b/src/json_extract/__init__.py
@@ -0,0 +1,50 @@
+import json
+import re
+from ollama import prompt
+
+
+def structure_to_json(text, schema):
+    """
+    Convert structured text to JSON using Ollama.
+
+    Args:
+        text (str): The structured text to convert
+        schema (dict): The JSON schema to use for conversion
+
+    Returns:
+        dict: The parsed JSON object
+    """
+    # Format the schema as JSON string
+    schema_json = json.dumps(schema, indent=2)
+
+    # Create the prompt following the pattern from your bash command
+    full_prompt = f"""Transform the following structured text into JSON according to the given schema.
+
+**Return only valid JSON, without any Markdown formatting :**
+    - no backticks, 
+    - no code blocks, 
+    - no extra text
+
+Input text:
+{text}
+
+Schema:
+{schema_json}"""
+
+    # Send to Ollama
+    response = prompt("ollama:qwen3:0.6b", full_prompt, allow_pull=True)
+
+    # Remove any markdown formatting (backticks, code blocks) that Ollama might include
+    # Only remove backticks at the beginning or end of the response, not those within the JSON
+    clean_response = response.strip()
+    while clean_response.startswith("`") or clean_response.startswith("```"):
+        clean_response = clean_response[1:].strip()
+    while clean_response.endswith("`") or clean_response.endswith("```"):
+        clean_response = clean_response[:-1].strip()
+
+    # Try to parse the response as JSON
+    try:
+        return json.loads(clean_response)
+    except json.JSONDecodeError:
+        # If parsing fails, return the raw response
+        return {"error": "Failed to parse JSON", "raw_response": clean_response}
diff --git a/src/jujutsu/__init__.py b/src/jujutsu/__init__.py
new file mode 100644
index 0000000..4277f71
--- /dev/null
+++ b/src/jujutsu/__init__.py
@@ -0,0 +1 @@
+from .command import jj
diff --git a/src/jujutsu/command.py b/src/jujutsu/command.py
new file mode 100644
index 0000000..ca414fb
--- /dev/null
+++ b/src/jujutsu/command.py
@@ -0,0 +1,87 @@
+import json
+import subprocess
+from typing import List, Optional
+
+
+def jj(
+    subcommand: str,
+    options: Optional[List[str]] = None,
+    args: Optional[List[str]] = None,
+    template: Optional[str] = None,
+) -> str:
+    """
+    Lance une commande jj.
+
+    Args:
+        subcommand: La sous-commande jj (ex: 'log', 'status', 'diff')
+        options: Liste des options (ex: ['--limit', '5'])
+        args: Liste des arguments additionnels
+        template: Template jj à utiliser (ex: 'builtin_log_compact')
+
+    Returns:
+        str: sortie de la commande
+    """
+    cmd = ["jj", subcommand]
+
+    # Ajoute le template spécifié
+    if template:
+        cmd.extend(["--template", template])
+
+    if options:
+        cmd.extend(options)
+    if args:
+        cmd.extend(args)
+
+    result = subprocess.run(cmd, capture_output=True, text=True)
+
+    if result.returncode != 0:
+        raise RuntimeError(
+            f"Commande jj échouée: {' '.join(cmd)}\nstderr: {result.stderr}"
+        )
+
+    return result.stdout
+
+
+def jj_log(options=None, args=None, template=None):
+    """
+    Execute jj log command with optional arguments.
+
+    Args:
+        options: List of options to pass to jj log (ex: ['--limit', '5'])
+        args: List of additional arguments
+        template: Template to use (ex: 'builtin_log_compact')
+
+    Returns:
+        str: Output of the jj log command
+    """
+    return jj("log", options, args, template)
+
+
+def jj_clone(url, destination=None, options=None):
+    """
+    Execute jj git clone command.
+
+    Args:
+        url: The repository URL to clone
+        destination: The destination directory (optional)
+        options: List of additional options for jj git clone
+
+    Returns:
+        str: Output of the jj git clone command
+    """
+    cmd = ["jj", "git", "clone", url]
+
+    if destination:
+        cmd.append(destination)
+
+    if options:
+        cmd.extend(options)
+
+    result = subprocess.run(cmd, capture_output=True, text=True)
+
+    if result.returncode != 0:
+        raise RuntimeError(
+            f"Commande jj git clone échouée: {' '.join(cmd)}\nstderr: {result.stderr}"
+        )
+
+    return result.stdout
diff --git a/src/ollama/__init__.py b/src/ollama/__init__.py
new file mode 100644
index 0000000..f55e2d1
--- /dev/null
+++ b/src/ollama/__init__.py
@@ -0,0 +1,83 @@
+import os
+
+import requests
+
+# Get Ollama server address from environment variable, default to local address
+ollama_addr = os.environ.get("OLLAMA_ADDR", "http://host.docker.internal:11434")
+
+
+def prompt(model, text, allow_pull=False):
+    """
+    Send a prompt to Ollama server and return the response.
+
+    Args:
+        model (str): The model to use
+        text (str): The prompt text to send
+        allow_pull (bool): If True, automatically download the model if not available
+
+    Returns:
+        str: The response from the Ollama server
+    """
+    # Check if model is available
+    if allow_pull and not is_model_available(model):
+        # Try to pull the model
+        pull_result = pull_model(model)
+        if not pull_result.startswith("Model downloaded successfully"):
+            return pull_result  # Return error from pull
+
+    url = f"{ollama_addr}/api/generate"
+
+    payload = {"model": model, "prompt": text, "stream": False}
+
+    try:
+        response = requests.post(url, json=payload)
+        response.raise_for_status()
+        return response.json()["response"]
+    except requests.exceptions.RequestException as e:
+        return f"Error: {str(e)}"
+
+
+def pull_model(model_name, force=False):
+    """
+    Download a model from Ollama.
+
+    Args:
+        model_name (str): The name of the model to download
+        force (bool): If True, forces download even if model already exists
+
+    Returns:
+        str: Success message or error message
+    """
+    url = f"{ollama_addr}/api/pull"
+
+    payload = {"name": model_name}
+    if force:
+        payload["force"] = True
+
+    try:
+        response = requests.post(url, json=payload)
+        response.raise_for_status()
+        return "Model downloaded successfully"
+    except requests.exceptions.RequestException as e:
+        return f"Error downloading model: {str(e)}"
+
+
+def is_model_available(model_name):
+    """
+    Check if a model is available in Ollama.
+
+    Args:
+        model_name (str): The name of the model to check
+
+    Returns:
+        bool: True if model is available, False otherwise
+    """
+    url = f"{ollama_addr}/api/tags"
+
+    try:
+        response = requests.get(url)
+        response.raise_for_status()
+        models = response.json().get("models", [])
+        return any(model.get("name") == model_name for model in models)
+    except requests.exceptions.RequestException:
+        return False
diff --git a/src/sandbox/__init__.py b/src/sandbox/__init__.py
new file mode 100644
index 0000000..57f89c3
--- /dev/null
+++ b/src/sandbox/__init__.py
@@ -0,0 +1,82 @@
+import os
+import re
+from pathlib import Path
+import shutil
+
+from jujutsu.command import jj_clone
+
+__sandbox_root__ = "/sandbox"
+
+# Create the sandbox root directory if it doesn't exist
+os.makedirs(__sandbox_root__, exist_ok=True)
+
+
+def get_sandbox_root():
+    """Return the sandbox root directory path."""
+    return __sandbox_root__
+
+
+def install_project(url, project_name=None):
+    """
+    Clone a Git project into the sandbox root directory.
+
+    Args:
+        url: The Git repository URL to clone
+        project_name: Optional project name (if None, derived from URL)
+
+    Returns:
+        str: The name of the cloned project
+    """
+    # If no project name is provided, derive it from the URL
+    if project_name is None:
+        # Extract project name from URL (e.g., from 'https://github.com/user/repo.git' get 'repo')
+        project_name = re.sub(r".*/([^/]+?)(?:\.git)?$", r"\1", url)
+
+    # Create the full path for the project
+    project_path = os.path.join(__sandbox_root__, project_name)
+
+    # Clone the repository
+    jj_clone(url, destination=project_path)
+
+    return project_name
+
+
+def remove_project(project_name):
+    """
+    Remove a project from the sandbox.
+
+    Args:
+        project_name (str): The name of the project to remove
+
+    Returns:
+        bool: True if the project was removed successfully, False otherwise
+    """
+    project_path = os.path.join(__sandbox_root__, project_name)
+
+    try:
+        if os.path.exists(project_path):
+            shutil.rmtree(project_path)
+            return True
+        return False
+    except (OSError, PermissionError):
+        return False
+
+
+def sandboxed_project_list():
+    """
+    List all projects available in the sandbox.
+
+    Returns:
+        list: A list of project names (strings)
+    """
+    projects = []
+    try:
+        with os.scandir(__sandbox_root__) as entries:
+            for entry in entries:
+                if entry.is_dir():
+                    projects.append(entry.name)
+    except (OSError, PermissionError):
+        # Return empty list if we can't access the directory
+        pass
+
+    return projects
diff --git a/src/sandbox/mcp.py b/src/sandbox/mcp.py
new file mode 100644
index 0000000..7f49151
--- /dev/null
+++ b/src/sandbox/mcp.py
@@ -0,0 +1,51 @@
+from sandbox import install_project, sandboxed_project_list, remove_project
+from crazy_mcp import mcp
+
+
+@mcp.tool(
+    description="Clone a Git repository into the sandbox. Note: Access to the cloned project is only possible through MCP tools of this server."
+)
+def install_project_tool(url: str, project_name: str = None) -> str:
+    """
+    Install a Git project into the sandbox environment.
+
+    Args:
+        url: The Git repository URL to clone
+        project_name: Optional project name (if None, derived from URL)
+
+    Returns:
+        str: Confirmation message with project name
+    """
+    project_name = install_project(url, project_name)
+    return f"Project '{project_name}' installed successfully in sandbox"
+
+
+@mcp.tool(
+    description="Remove a project from the sandbox. Note: Access to the cloned project is only possible through MCP tools of this server."
+)
+def remove_project_tool(project_name: str) -> str:
+    """
+    Remove a project from the sandbox environment.
+
+    Args:
+        project_name (str): The name of the project to remove
+
+    Returns:
+        str: Confirmation message with project name
+    """
+    success = remove_project(project_name)
+    if success:
+        return f"Project '{project_name}' removed successfully from sandbox"
+    else:
+        return f"Failed to remove project '{project_name}' from sandbox"
+
+
+@mcp.tool(description="List all projects available in the sandbox")
+def list_sandboxed_projects() -> list:
+    """
+    Get a list of all projects available in the sandbox.
+
+    Returns:
+        list: A list of project names
+    """
+    return sandboxed_project_list()
diff --git a/stamp/build_PMOCrazyCoder b/stamp/build_PMOCrazyCoder
new file mode 100644
index 0000000..e69de29
diff --git a/tools/install_latest_go.sh b/tools/install_latest_go.sh
new file mode 100644
index 0000000..1a48f72
--- /dev/null
+++ b/tools/install_latest_go.sh
@@ -0,0 +1,33 @@
+#!/bin/bash
+
+URL="https://go.dev/dl/"
+
+OS=$(uname -a | awk '{print $1}')
+ARCH=$(uname -m)
+
+if [[ "$ARCH" == "x86_64" ]] ; then
+    ARCH="amd64"
+fi
+
+if [[ "$ARCH" == "aarch64" ]] ; then
+    ARCH="arm64"
+fi
+
+GOFILE=$(curl "$URL" \
+            | grep 'class="download"' \
+            | grep "\.tar\.gz" \
+            | sed -E 's@^.*/dl/(go[1-9].+\.tar\.gz)".*$@\1@' \
+            | grep -i "$OS" \
+            | grep -i "$ARCH" \
+            | head -1)
+
+GOURL=$(curl "${URL}${GOFILE}" \
+        | sed -E 's@^.*href="(.*\.tar\.gz)".*$@\1@')
+
+echo "Install GO from : $GOURL" 1>&2
+
+mkdir -p /usr/local
+cd /usr/local
+
+curl "$GOURL" \
+    | tar zxf -