journal-mcp-server

journal-mcp-server

A reference MCP server that enables AI agents to read, write, search, and analyze personal journal entries with mood scores over HTTP, featuring OAuth 2.0 and a swappable storage backend.

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journal-mcp-server

A reference implementation of a remote MCP (Model Context Protocol) server extracted from a personal journaling app. It exposes journal read/write operations as typed tools that any MCP-compatible agent (Claude, GPT, etc.) can call over HTTP.

Built to demonstrate agent tool design, permission scoping, and OAuth 2.0 integration in a real-world single-user scenario.


What this is

The journaling app this was extracted from stores daily entries with a happiness score (1–10). This MCP layer lets an AI assistant — connected via claude.ai or Claude Desktop — read, write, and analyse those entries on behalf of the owner.

The interesting design challenges this solves:

  • One owner, one agent. No multi-tenancy required, but the auth model still uses proper OAuth 2.0 so it works with Claude's connector UI without any custom SDK.
  • Bearer token pinned to OAuth secret. The issued access_token is the same value as the bearer token the /mcp route checks, so the OAuth consent flow and the API auth layer are a single secret — no separate token store.
  • Stateless transport. Each HTTP request creates a fresh MCP session. No WebSocket, no persistent server-side session.
  • Storage abstracted behind an interface. The JournalStore interface lets you swap the backing store (in-memory → SQLite → Postgres) without touching the tool definitions.

Architecture

claude.ai / Claude Desktop
        │
        │  POST /mcp  (Bearer token)
        ▼
┌─────────────────────────────────────────┐
│  Express app                            │
│                                         │
│  mcpAuth middleware                     │  ← validates bearer token,
│      │                                  │    sets req.mcpUserId
│      ▼                                  │
│  handleMcpRequest()                     │  ← creates MCP session per request
│      │                                  │
│      ▼                                  │
│  McpServer (Streamable HTTP transport)  │
│      │                                  │
│      ▼                                  │
│  JournalStore interface                 │  ← swappable backing store
└─────────────────────────────────────────┘

OAuth endpoints (same server):
  GET  /.well-known/oauth-authorization-server  → RFC 8414 metadata
  GET  /oauth/authorize                         → consent page
  POST /oauth/authorize                         → issue auth code
  POST /oauth/token                             → exchange code for token

Tools

Tool Description
create_entry Create a journal entry for a given date (one per day). Returns an error if an entry already exists for that date.
list_recent_entries Return the N most recent entries, newest first.
get_entry Fetch a single entry by date (YYYY-MM-DD).
search_entries Case-insensitive keyword search across all entry content, newest first.
get_mood_summary Aggregate happiness scores across a date range — average, min, max, and a count by score tier (low/mid/high).

All tools are defined with Zod schemas so the MCP SDK generates accurate JSON Schema for the agent's tool-use call.


Auth model

Bearer token (primary)

Every POST /mcp request must include:

Authorization: Bearer <MCP_TOKEN>

On a 401 the server returns a WWW-Authenticate header pointing to the OAuth metadata URL, which allows MCP clients that support dynamic discovery to kick off the OAuth flow automatically.

OAuth 2.0 (for claude.ai connector UI)

Claude's connector UI only accepts OAuth credentials, not raw bearer tokens. This server implements a minimal Authorization Code flow (RFC 6749) with PKCE (RFC 7636) and server metadata (RFC 8414):

  1. Claude fetches /.well-known/oauth-authorization-server to discover endpoints.
  2. Claude redirects the user to /oauth/authorize — a consent page served by this server.
  3. The user clicks Allow. The server issues a one-time auth code (5-minute TTL).
  4. Claude exchanges the code at /oauth/token. The server validates PKCE and returns MCP_TOKEN as the access_token.
  5. Claude uses the token as a bearer token on all subsequent /mcp calls.

Credentials to enter in Claude's connector UI:

Field Value
OAuth Client ID claude (or whatever you set OAUTH_CLIENT_ID to)
OAuth Client Secret your MCP_TOKEN value
Remote MCP Server URL https://your-domain.com/mcp

Transport

Streamable HTTP (MCP spec §3.2) — the server creates a fresh StreamableHTTPServerTransport for every request. This is the simplest MCP transport: no WebSocket handshake, no persistent connection, works through any HTTP reverse proxy.


Running locally

# 1. Install dependencies
npm install

# 2. Configure secrets
cp .env.example .env
# Edit .env — set MCP_TOKEN, MCP_USER_EMAIL, OAUTH_CLIENT_ID

# 3. Start the dev server (auto-reloads on file changes)
npm run dev

The server starts on port 3000 by default. Test with:

# Should return 401 with WWW-Authenticate header
curl -X POST http://localhost:3000/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","method":"tools/list","id":1}'

# Should return tool list
curl -X POST http://localhost:3000/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer <your MCP_TOKEN>" \
  -d '{"jsonrpc":"2.0","method":"tools/list","id":1}'

# OAuth metadata
curl http://localhost:3000/.well-known/oauth-authorization-server

Swapping the backing store

The JournalStore interface in src/journalStore.ts is the only contract the MCP tools depend on. To use a real database:

  1. Implement JournalStore against your ORM or query builder of choice.
  2. Pass your implementation to handleMcpRequest(store, req, res) in src/server.ts.

The InMemoryJournalStore included here is suitable for local development and testing — data is lost on server restart.


Environment variables

Variable Required Description
MCP_TOKEN Bearer token for /mcp. Also issued as the OAuth access_token.
MCP_USER_EMAIL Owner identifier — used as the userId passed to JournalStore.
OAUTH_CLIENT_ID OAuth client_id (e.g. claude).
PORT optional HTTP port, defaults to 3000.

Related projects

  • Riley-Claude-Skills — Riley's versioned Claude Skills portfolio: reusable instruction sets for PM workflows, personal finance, and more.

License

MIT

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