bala1802/GitNotify-MCP-Server
3.2
If you are the rightful owner of GitNotify-MCP-Server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
This document provides a structured summary of a Model Context Protocol Server designed for automating GitHub-related tasks.
Tools
5
Resources
0
Prompts
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GitNotify with verification
Overview
Designed and implemented a Model Context Protocol Server to manage and automate GitHub-related activities. The server processes user queries to clone repositories, pull the latest changes, and send email notifications upon completion. To enhance the verification process, I utilized AppleScript to monitor GitHub activity, ensuring accurate tracking and validation of repository actions.
Features
ā¢ GitHub Integration: Clone repositories and pull the latest changes.
ā¢ Email Notifications: Send and verify email notifications using the Gmail API.
ā¢ Task Automation: Utilize FastMCP for orchestrating multi-step processes.
ā¢ Reasoning Display: Log step-by-step reasoning for debugging and traceability.
File Structure
email_activities_helper.pyHandles Gmail API authentication and email-related functionalities: ā¢authenticate(): Authenticates the Gmail API service. ā¢send_email(): Sends an email to a specified recipient. ā¢was_email_sent(): Verifies if an email was sent within the last minute.git_activities_helper.pyProvides Git log retrieval functionality: ā¢get_git_log(): Fetches the Git log for a specified branch.gmail_mcp_server.pyThe main server script that integrates MCP tools to perform tasks: ā¢ Tools implemented: ā¢clone_repo(repo_url): Clones a GitHub repository. ā¢pull_repo(repo_dir): Pulls the latest changes from a repository. ā¢send_email(message): Sends an email notification. ā¢verify(result): Verifies the result of an action. ā¢show_reasoning(steps): Displays reasoning steps.prompts.pyContains predefined prompts for interacting with the MCP server.talk2GmailMCP.pyClient script that interacts with the MCP server and processes user queries: ā¢ Establishes connection to the MCP server. ā¢ Handles tool execution based on LLM responses. ā¢ Automates tasks such as cloning repositories, pulling changes, and sending emails. Requirements Python Libraries ā¢google-auth(for Gmail API authentication) ā¢google-api-python-client(for Gmail API interactions) ā¢gitpython(for Git operations) ā¢dotenv(for environment variable management) ā¢FastMCP(for task orchestration) ā¢google-generativeai(for LLM-based interactions)
Environment Variables
Create a .env file in the root directory with the following variables:
GEMINI_API_KEY=<Your Generative AI Key>
RECEIVER_EMAIL_ID=<Recipient Email Address>
Setup Instructions
1. Clone this repository:
```
git clone <repository_url>
cd <repository_name>
```
2. Install dependencies:
```
pip install -r requirements.txt
```
3. Set up environment variables in `.env`.
4. Authenticate Gmail API:
ā¢ Run the authentication script (`auth.py`) to generate a valid token (`token.json`).
Usage
Starting the Server Run the MCP server using:
python gmail_mcp_server.py dev
Interacting with Server via Client
Use the client script to execute tasks:
python talk2GmailMCP.py
Example Workflow 1. Clone a GitHub repository. 2. Pull changes from the repository. 3. Send an email notification about updates.
Tools Description:
Example Output
- Cloning Repository:
Repository cloned into /path/to/repository
- Pulling Changes:
Repository updated with the latest changes.
- Sending Email:
ā
Email sent successfully to recipient@example.com! Message ID: abc123xyz456
- Verification: ā ā ā ā ā ā ā Verification Passed ā ā ā ā ā ā ā
Notes
ā¢ Ensure valid Gmail API credentials are available in token.json.
ā¢ The project is designed for debugging and traceability, making it suitable for development environments.
Logs:
12-04-2025, 07-49-18 - [INFO] Establishing connection to MCP server...
12-04-2025, 07-49-18 - [SUCCESS] Connection established, creating session...
12-04-2025, 07-49-18 - [INFO] Session created, initializing...
12-04-2025, 07-49-19 - [INFO] Requesting tool list...
12-04-2025, 07-49-19 - [SUCCESS] Retrieved 5 tools.
12-04-2025, 07-49-19 - [INFO] Processed tool: 1. show_reasoning(steps: array) -
Displays the step-by-step reasoning process used in a given task.
This tool prints each step in the reasoning chain to the console, helping developers or
users understand how decisions were made or how a sequence of operations unfolded.
Args:
steps (list): A list of reasoning steps as strings, where each entry represents
one step in the decision-making or execution process.
Returns:
str: A confirmation message indicating the reasoning steps were displayed.
Behavior:
- Iterates over the list of reasoning steps.
- Logs each step to the console in a numbered format for better readability.
Example:
>>> show_reasoning([
"Started cloning the repository.",
"Verified repository folder exists.",
"Pull the code changes from the repository.",
"Verified the latest pull status.",
"Email notification sent.",
Verified whether Email sent successfully or not.
])
# Output:
# ----------- Step 1 - Started cloning the repository. ------------
# ----------- Step 2 - Verified repository folder exists. ------------
# ----------- Step 3 - Pull the code changes from the repository. ------------
# ----------- Step 4 - Verified the latest pull status. ------------
# ----------- Step 5 - Email notification sent. ------------
# ----------- Step 6 - Verified whether Email sent successfully or not. ------------
Notes:
- This tool is primarily for debugging and traceability.
- Output is written to the console; it is not returned in the response text.
12-04-2025, 07-49-19 - [INFO] Processed tool: 2. clone_repo(repo_url: string) -
Clones a GitHub repository to a specified directory.
Args:
repo_url (str): The URL of the GitHub repository to clone.
Returns:
str: The directory path where the repository is cloned.
12-04-2025, 07-49-19 - [INFO] Processed tool: 3. pull_repo(repo_dir: string) -
Pulls the latest changes from the specified repository.
Args:
repo_dir (str): The local directory path of the repository.
Returns:
str: "Changed" if new updates were pulled, "NoChanges" if the repository is up-to-date.
12-04-2025, 07-49-19 - [INFO] Processed tool: 4. send_email(message: string) -
Sends an email with the given message to a configured recipient.
This function authenticates the email service and, if successful,
sends an email using the `email_activities_helper` module.
Parameters:
message (str): The content of the email to be sent.
Returns:
str: A response indicating success or failure.
Errors:
- Prints an error message and returns 'Authentication Failed' if authentication fails.
Environment Variables:
- RECEIVER_EMAIL_ID: The recipient's email address, retrieved from the environment.
12-04-2025, 07-49-19 - [INFO] Processed tool: 5. verify(result: string) -
Verifies the outcome of a previously executed MCP tool action by evaluating the
result string and checking the corresponding system or service state.
Based on the type of result provided (e.g., a file path, a git operation status, or
an email confirmation), this method determines whether the intended action was
successfully completed.
Args:
result (str): A string representing the output of a previous MCP tool.
- If it's a file path, it's assumed to be the result of a `clone_repo` call.
- If it's "Changed" or "NoChanges", it's from `pull_repo`.
- If it contains "Email sent successfully", it's from `send_email`.
Returns:
str: "Verification Passed" if the corresponding state confirms success;
otherwise, "Verification Failed".
Verification Logic:
- **Repository Clone**: If the result is a valid directory path, checks whether
the directory exists on disk.
- **Repository Pull**: If the result is "Changed" or "NoChanges", confirms by
inspecting the latest git log using `git_activities_helper.get_git_log()`.
- **Email Sent**: If the result contains "Email sent successfully", verifies the email
was sent by checking the sent items via `email_activities_helper.was_email_sent()`.
Notes:
- Assumes use of `is_probable_path()` to determine if a result is a valid path.
- Depends on helper modules for git log checks and email verification.
- The subject line used for email verification is hardcoded as:
"Message from GMail MCP Server".
12-04-2025, 07-49-19 - [INFO] --- Iteration 1 ---
12-04-2025, 07-49-19 - [INFO] Current Query: Clone this repository 'https://github.com/bala1802/test_repo', take a pull and email the code changes.
12-04-2025, 07-49-19 - [INFO] Starting LLM generation...
12-04-2025, 07-49-21 - [SUCCESS] LLM generation completed.
12-04-2025, 07-49-21 - [INFO] Response from LLM: FUNCTION_CALL: clone_repo|https://github.com/bala1802/test_repo
12-04-2025, 07-49-21 - [DEBUG] Parsed Function Call: clone_repo with parameters ['https://github.com/bala1802/test_repo']
12-04-2025, 07-49-21 - [INFO] Calling tool clone_repo with arguments {'repo_url': 'https://github.com/bala1802/test_repo'}
12-04-2025, 07-49-21 - [INFO] --- Iteration 2 ---
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Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
12-04-2025, 07-49-21 - [INFO] Current Query: Clone this repository 'https://github.com/bala1802/test_repo', take a pull and email the code changes.
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
What should I do next?
12-04-2025, 07-49-21 - [INFO] Starting LLM generation...
12-04-2025, 07-49-22 - [SUCCESS] LLM generation completed.
12-04-2025, 07-49-22 - [INFO] Response from LLM: FUNCTION_CALL: verify|/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository
12-04-2025, 07-49-22 - [DEBUG] Parsed Function Call: verify with parameters ['/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository']
12-04-2025, 07-49-22 - [INFO] Calling tool verify with arguments {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}
12-04-2025, 07-49-22 - [INFO] --- Iteration 3 ---
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Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
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Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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12-04-2025, 07-49-22 - [INFO] Current Query: Clone this repository 'https://github.com/bala1802/test_repo', take a pull and email the code changes.
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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What should I do next?
12-04-2025, 07-49-22 - [INFO] Starting LLM generation...
12-04-2025, 07-49-23 - [SUCCESS] LLM generation completed.
12-04-2025, 07-49-23 - [INFO] Response from LLM: FUNCTION_CALL: pull_repo|/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository
12-04-2025, 07-49-23 - [DEBUG] Parsed Function Call: pull_repo with parameters ['/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository']
12-04-2025, 07-49-23 - [INFO] Calling tool pull_repo with arguments {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}
12-04-2025, 07-49-24 - [INFO] --- Iteration 4 ---
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Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
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Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
12-04-2025, 07-49-24 - [INFO] Current Query: Clone this repository 'https://github.com/bala1802/test_repo', take a pull and email the code changes.
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
What should I do next?
12-04-2025, 07-49-24 - [INFO] Starting LLM generation...
12-04-2025, 07-49-24 - [SUCCESS] LLM generation completed.
12-04-2025, 07-49-24 - [INFO] Response from LLM: FUNCTION_CALL: verify|NoChanges
12-04-2025, 07-49-24 - [DEBUG] Parsed Function Call: verify with parameters ['NoChanges']
12-04-2025, 07-49-24 - [INFO] Calling tool verify with arguments {'result': 'NoChanges'}
12-04-2025, 07-49-24 - [INFO] --- Iteration 5 ---
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Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
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Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
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Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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Verification Passed ā
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12-04-2025, 07-49-24 - [INFO] Current Query: Clone this repository 'https://github.com/bala1802/test_repo', take a pull and email the code changes.
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges. Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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Verification Passed ā
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What should I do next?
12-04-2025, 07-49-24 - [INFO] Starting LLM generation...
12-04-2025, 07-49-26 - [SUCCESS] LLM generation completed.
12-04-2025, 07-49-26 - [INFO] Response from LLM: FUNCTION_CALL: send_email|No changes in the repository.
12-04-2025, 07-49-26 - [DEBUG] Parsed Function Call: send_email with parameters ['No changes in the repository.']
12-04-2025, 07-49-26 - [INFO] Calling tool send_email with arguments {'message': 'No changes in the repository.'}
12-04-2025, 07-49-27 - [INFO] --- Iteration 6 ---
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Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
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Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
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Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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Verification Passed ā
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Iteration 5: Called send_email with {'message': 'No changes in the repository.'}, result: ā
Email sent successfully to pybot1802@gmail.com! Message ID: 19627cb7295b10b0.
12-04-2025, 07-49-27 - [INFO] Current Query: Clone this repository 'https://github.com/bala1802/test_repo', take a pull and email the code changes.
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges. Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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Verification Passed ā
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What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges. Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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Verification Passed ā
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. Iteration 5: Called send_email with {'message': 'No changes in the repository.'}, result: ā
Email sent successfully to pybot1802@gmail.com! Message ID: 19627cb7295b10b0.
What should I do next?
12-04-2025, 07-49-27 - [INFO] Starting LLM generation...
12-04-2025, 07-49-27 - [SUCCESS] LLM generation completed.
12-04-2025, 07-49-27 - [INFO] Response from LLM: FUNCTION_CALL: verify|Email sent successfully
12-04-2025, 07-49-27 - [DEBUG] Parsed Function Call: verify with parameters ['Email sent successfully']
12-04-2025, 07-49-27 - [INFO] Calling tool verify with arguments {'result': 'Email sent successfully'}
12-04-2025, 07-49-28 - [INFO] --- Iteration 7 ---
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Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
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Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
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Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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Verification Passed ā
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Iteration 5: Called send_email with {'message': 'No changes in the repository.'}, result: ā
Email sent successfully to pybot1802@gmail.com! Message ID: 19627cb7295b10b0.
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Iteration 6: Called verify with {'result': 'Email sent successfully'}, result: ā
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Verification Passed ā
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12-04-2025, 07-49-28 - [INFO] Current Query: Clone this repository 'https://github.com/bala1802/test_repo', take a pull and email the code changes.
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges. Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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Verification Passed ā
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What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges. Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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. Iteration 5: Called send_email with {'message': 'No changes in the repository.'}, result: ā
Email sent successfully to pybot1802@gmail.com! Message ID: 19627cb7295b10b0.
What should I do next?
Iteration 1: Called clone_repo with {'repo_url': 'https://github.com/bala1802/test_repo'}, result: /Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository. Iteration 2: Called verify with {'result': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: ā
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Verification Passed ā
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. Iteration 3: Called pull_repo with {'repo_dir': '/Users/apple/Desktop/Projects/Experiments/2025/EAG/Session-05/MCP-Repo/repository'}, result: NoChanges. Iteration 4: Called verify with {'result': 'NoChanges'}, result: ā
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. Iteration 5: Called send_email with {'message': 'No changes in the repository.'}, result: ā
Email sent successfully to pybot1802@gmail.com! Message ID: 19627cb7295b10b0. Iteration 6: Called verify with {'result': 'Email sent successfully'}, result: ā
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Verification Passed ā
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What should I do next?
12-04-2025, 07-49-28 - [INFO] Starting LLM generation...
12-04-2025, 07-49-29 - [SUCCESS] LLM generation completed.
12-04-2025, 07-49-29 - [INFO] Response from LLM: FINAL_ANSWER: [Success]
12-04-2025, 07-49-29 - [SUCCESS] AGENT EXECUTION COMPLETED.