MCP Journaling Server

MCP Journaling Server

The MCP server transforms chats with Claude into journaling sessions, saving conversations locally and allowing the LLM to retrieve previous sessions to create continuity in discussions about daily activities.

mtct

Note Taking
Knowledge & Memory
Visit Server

Tools

start_new_session

Start a new journaling session by clearing previous conversation log. Returns: str: Welcome message with current save location

record_interaction

Record both the user's message and assistant's response. Args: user_message: The user's message assistant_message: The assistant's response Returns: str: Confirmation message

generate_session_summary

Generate a markdown summary of the journaling session. Args: summary: The llm generated summay of the conversation Returns: str: Confirmation message

README

MCP Journaling Server

An MCP (Message Control Protocol) server designed to handle interactive journaling sessions with support for emotional analysis and automatic conversation saving.

<a href="https://glama.ai/mcp/servers/kiay3i2li7"><img width="380" height="200" src="https://glama.ai/mcp/servers/kiay3i2li7/badge" alt="Journaling Server MCP server" /></a>

Features

  • Automatic journaling session management
  • Conversation saving in Markdown format
  • Temporal analysis of conversations with timestamps
  • Support for reading recent journal entries
  • Chronological organization of journal entries

Installation

Depend from your MCP client, on Claude Desktop:

    "mcpServers": {
        "journaling": {
            "command": "uv",
            "args": [
                "--directory",
                <REPOSITORY PATH>,
                "run",
                "server.py"
            ]
        }
    }

Configuration

The server can be configured using environment variables in .env file:

  • JOURNAL_DIR: Directory for saving journal files (default: ~/Documents/journal)
  • FILENAME_PREFIX: Prefix for file names (default: "journal")
  • FILE_EXTENSION: Journal file extension (default: ".md")

If not specified, default values will be used.

File Structure

Journal entries are saved with the following structure:

[JOURNAL_DIR]/
├── journal_2025-01-27.md
├── journal_2025-01-26.md
└── ...

Entry Format

Each journal entry includes:

  1. Header with date
  2. Conversation transcript with timestamps
  3. Emotional analysis
  4. Reflections and recurring themes

API

Tools

  • start_new_session(): Start a new journaling session
  • record_interaction(user_message, assistant_message): Record a message exchange
  • generate_session_summary(summary): Generate and save session summary
  • get_recent_journals(): Retrieve 5 most recent entries

Resources

  • journals://recent: Endpoint to access recent journal entries

Prompts

  • start_journaling: Initial prompt

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