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MCP Journaling Server

by mtct

MCP Journaling Server

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

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

Related MCP server: ClaudeKeep

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

One-click Deploy
A
security – no known vulnerabilities
A
license - permissive license
A
quality - confirmed to work

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