diff --git a/mistral/agents/agents_api/financial_analyst/mcp_servers/stdio_report_gen_server.py b/mistral/agents/agents_api/financial_analyst/mcp_servers/stdio_report_gen_server.py
index 3aff2cd2..c6f782a0 100644
--- a/mistral/agents/agents_api/financial_analyst/mcp_servers/stdio_report_gen_server.py
+++ b/mistral/agents/agents_api/financial_analyst/mcp_servers/stdio_report_gen_server.py
@@ -1,7 +1,5 @@
 from mcp.server.fastmcp import FastMCP
 import logging
-import os
-from typing import List
 from mistralai import Mistral
 
 # Configure logging to only show errors
diff --git a/mistral/agents/agents_api/github_agent/README.md b/mistral/agents/agents_api/github_agent/README.md
index a9f933f0..557aeba1 100644
--- a/mistral/agents/agents_api/github_agent/README.md
+++ b/mistral/agents/agents_api/github_agent/README.md
@@ -15,7 +15,7 @@ This cookbook show how to create an Agent that use mistral Medium to perform som
 ## Installation
 
 ```bash
-pip install chainlit mcp mistralai
+pip install chainlit mcp mistralai griffe authlib
 ```
 
 ## Environment Setup
diff --git a/mistral/agents/agents_api/github_agent/github.py b/mistral/agents/agents_api/github_agent/github.py
index feffc260..45ab7bc5 100644
--- a/mistral/agents/agents_api/github_agent/github.py
+++ b/mistral/agents/agents_api/github_agent/github.py
@@ -1,7 +1,6 @@
 import os
 import chainlit as cl
 from dotenv import load_dotenv
-import httpx
 from mistralai import (
     Mistral,
    
diff --git a/mistral/agents/agents_api/prd_linear_ticket/README.md b/mistral/agents/agents_api/prd_linear_ticket/README.md
index 23d36c04..b25901d0 100644
--- a/mistral/agents/agents_api/prd_linear_ticket/README.md
+++ b/mistral/agents/agents_api/prd_linear_ticket/README.md
@@ -30,7 +30,7 @@ Application that generates Product Requirements Documents (PDF) from transcript
 ## Installation
 
 ```bash
-pip install chainlit mcp loguru pydantic gql
+pip install chainlit mcp loguru pydantic gql griffe mistralai
 ```
 
 ## Environment Setup
diff --git a/mistral/agents/non_framework/recruitment_agent/Multi_Agent_Workflow_For_Recruitment.ipynb b/mistral/agents/non_framework/recruitment_agent/Multi_Agent_Workflow_For_Recruitment.ipynb
index e317eecb..9a4de3aa 100644
--- a/mistral/agents/non_framework/recruitment_agent/Multi_Agent_Workflow_For_Recruitment.ipynb
+++ b/mistral/agents/non_framework/recruitment_agent/Multi_Agent_Workflow_For_Recruitment.ipynb
@@ -97,7 +97,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -137,7 +137,7 @@
         }
       ],
       "source": [
-        "!pip install mistralai"
+        "!pip install mistralai requests"
       ]
     },
     {
@@ -1034,13 +1034,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 35,
+      "execution_count": null,
       "metadata": {
         "id": "fheTVod4WiGi"
       },
       "outputs": [],
       "source": [
-        "coordinator.set_communication_agent(sender_email, app_password)"
+        "coordinator.set_email_communication_agent(sender_email, app_password)"
       ]
     },
     {