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Modular Context | Karpathy LLM Knowledge Base + Gmail & G-Cal

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Your Obsidian vault as LLM-native knowledge base + multi-account Google Workspace (Gmail, Calendar, Drive, Docs, Sheets, Slides) exposed as 25 MCP tools for Claude Code. Local-first, encrypted, no telemetry.

Version License Platform Obsidian


What is this?

Two things in one plugin:

  1. LLM Knowledge Base — Your Obsidian vault structured as Sources → Wiki → Schema (Karpathy-aligned framing). Multi-terminal Claude Code + Codex with skills sidebar, agent tracking, session glyphs. Your second brain seen by LLMs as a first-class context.

  2. G-Suite MCP Server — Multi-account Google Workspace (Gmail, Calendar, Drive, Docs, Sheets, Slides) exposed as 25 native tools for Claude Code (gmail_search, drive_list_files, docs_create_doc, sheets_append_row, slides_read_presentation, …). OAuth 2.0 + PKCE desktop flow, tokens encrypted via Electron safeStorage (OS keychain), no telemetry, no cloud.

One install, one onboarding, two productivity frontiers.


Architecture

                    🦀  LLM KNOWLEDGE BASE
                    ┌────────────────────────┐
                    │   Sources · Wiki ·     │
                    │   Schema  (vault)      │
                    └───────┬────────▲───────┘
                            │        │
                 feed every │        │ write digest /
                 new session│        │ synthesise back
                            ▼        │
           ╔═════════════════════════╧════════════════════╗
           ║     🦀  CLAUDE CODE  (sessions · terminals)  ║
           ║                                              ║
           ║     ⟲  inbox digest loop                     ║
           ║     ⟲  meeting prep loop                     ║
           ║     ⟲  synthesise-files loop                 ║
           ╚═══════════╦════════════════════╦═════════════╝
                       │                    │
                pulls  │                    │  pushes
                       ▼                    ▼
           ┌──────────────────────────────────────────┐
           │   🦀  mcp-google   (stdio · Node)        │
           └───────────┬──────────────────────┬───────┘
                       ▼                      ▼
                    🦀  GOOGLE WORKSPACE (multi-account · 25 tools)
                    ├─ Gmail    ✓ 4   ← search → send/draft/labels
                    ├─ GCal     ✓ 6   ← list   → create/update/delete/freebusy
                    ├─ Drive    ✓ 4   ← list/search → download/upload
                    ├─ Docs     ✓ 3   ← read   → create/update
                    ├─ Sheets   ✓ 5   ← read   → write/append/create
                    └─ Slides   ✓ 3   ← read   → create/add-slide

        ── configured by ──▶  🦀  Modular Context Plugin
                               (infra · OAuth · sidecar)

Architecture decisions (full ADRs in docs/adrs/):

  • ADR-001 — Hybrid OAuth: Quick Connect (shared client) + BYO (user-provided client)

  • ADR-002 — Electron safeStorage token storage (OS keychain)

  • ADR-003 + addendum — MCP server stdio lifecycle + plaintext credentials sidecar

  • ADR-005 — Multi-account storage model (per-account folder + index)


Features

LLM Knowledge Base

  • Multi-terminal split layouts — single, side-by-side, stacked, 2×2, 2×3, 2×4. Up to 8 sessions.

  • Claude Code + Codex — toggle AI provider in settings; auto-launch on new terminal.

  • Skills sidebar — 3 primary skills (full-width), rest in secondary grid. One-click launches.

  • Agent tracker — Working / To Review / Standby states per session.

  • Session glyphs — unique geometric shape per terminal. Skills inherit their icon.

  • Compact mode — 48px icon-only sidebar, maximum terminal real estate.

  • Fullscreen overlay — terminal fills Obsidian; sidebar docks right. Esc to exit.

  • Real PTY — zsh in a pseudo-terminal, not a basic runner.

  • Wiki-link autocomplete[[ inside terminal searches vault notes.

  • Drag-and-drop — Finder / Obsidian → terminal as shell-escaped paths.

  • Session persistence — tab names, glyphs, layouts survive restarts.

  • Smart Session Restore — on reopen, picker modal classifies saved sessions (Needs attention / Idle / Archive) instead of silent auto-resume. You choose what materializes — no accidental skill re-runs.

  • Auto-onboarding — first install triggers a setup agent that scaffolds your vault.

G-Suite MCP Server (v2.1 — 25 tools)

  • Multi-account — unlimited Google accounts in parallel (Testing mode: up to 100 test users per account)

  • 25 tools for Claude Code across 6 Workspace products (Gmail ×4, Calendar ×6, Drive ×4, Docs ×3, Sheets ×5, Slides ×3 — see table below)

  • Zero telemetry — no metrics, no crash reports, no external calls beyond OAuth + Google API

  • Local-first — tokens encrypted via OS keychain (macOS Keychain / Windows DPAPI / Linux libsecret via libsecret)

  • Auto-refresh — 50-minute timer per account, 5-minute expiry buffer

  • Error taxonomyTOKEN_EXPIRED, ACCOUNT_NOT_FOUND, SCOPE_OUTDATED, RATE_LIMITED, PERMISSION_DENIED, QUOTA_EXCEEDED, NETWORK_ERROR

  • Hot reload — server re-reads credentials per tool call, zero-downtime refresh


3 primary skills (post-onboarding)

Skill

Purpose

Uses

Synthesise Files

Turn raw files (transcripts, notes, backlog) into vault modules — categorize, tag, update, reweave neighbors

Your vault, optional _transcripts-backlog/

WhatsApp Digest

Analyze WhatsApp groups for action items, blindspots, staleness vs vault

macOS WhatsApp.app

Gmail + G-Suite

Inbox sweep, stale follow-ups, calendar gap analysis, meeting prep, doc extraction, sheet logging, deck prep

MCP tools below

All three write artifacts to _workspace/{YYYY-MM}/w{N}/. Secondary skills (Pulse, Brief, Log, Reweave, Graph, Graduate, Ideas, Vault-Audit) available in sidebar grid.


25 MCP tools

Gmail (4)

Tool

Purpose

gmail_search

Query with Gmail syntax (is:unread, from:X, after:2026-04-01). Optional body extraction.

gmail_draft

Create draft — not sent. User opens webUrl in Gmail UI to send.

gmail_send

Send immediately. Skip draft for trusted, scripted sends.

gmail_modify_labels

Add/remove labels — system presets (INBOX, UNREAD, STARRED, IMPORTANT, SPAM, TRASH) + custom labels by name.

Calendar (6)

Tool

Purpose

calendar_list_calendars

Enumerate all calendars user has access to.

calendar_list_events

Events in time range.

calendar_create_event

Create event (sendUpdates: "none" default — no auto-invite spam).

calendar_update_event

Patch existing (only provided fields changed).

calendar_delete_event

Delete.

calendar_freebusy

Query busy windows across multiple calendars — ideal for "find time to meet".

Drive (4)

Tool

Purpose

drive_list_files

List with Drive query syntax filter, pagination, ordering.

drive_search

Full-text search across file content + names. Optional mimeType filter. Excludes trashed.

drive_download_file

Get file content. Google-native files auto-exported as text; binary returned as base64.

drive_upload_file

Create file with content + optional parentFolderId. Supports utf-8 / base64.

Docs (3)

Tool

Purpose

docs_read_doc

Plain-text extraction from doc body (walks paragraphs + tables).

docs_create_doc

New doc with title + optional initialContent.

docs_update_doc

mode: "append" (at document end) or mode: "replace" (wipe body + insert).

Sheets (5)

Tool

Purpose

sheets_list_sheets

Spreadsheet metadata + list of sheet tabs.

sheets_read_range

Read A1-notation range. Supports majorDimension + valueRenderOption.

sheets_write_range

Overwrite values at range. USER_ENTERED parses formulas + dates.

sheets_append_row

Append row(s) to data region end.

sheets_create_spreadsheet

New spreadsheet with optional initial sheet titles.

Slides (3)

Tool

Purpose

slides_read_presentation

Metadata + plain-text summary per slide.

slides_create_presentation

New presentation with title.

slides_add_slide

Insert slide with layout (BLANK / TITLE / TITLE_AND_BODY / SECTION_HEADER / TITLE_AND_TWO_COLUMNS / CAPTION_ONLY).

Every tool accepts optional account param (email, case-insensitive). Omit → primary account. Unknown email → ACCOUNT_NOT_FOUND error.

OAuth scopes required (10 total): gmail.modify, calendar, drive.file, drive.metadata.readonly, documents, spreadsheets, presentations, plus OIDC openid email profile.

Google Cloud setup: Enable 6 APIs in your OAuth project — Gmail, Calendar, Drive, Docs, Sheets, Slides. Missing API returns PERMISSION_DENIED with direct enable link.


Install

Plugin

Requires Obsidian ≥ 0.15 and macOS (Linux + Windows may work; untested).

Via BRAT (Beta Reviewer plugin, recommended for now):

  1. Install BRAT from Community Plugins

  2. Cmd+P → "BRAT: Add a beta plugin" → klemensgc/modular-context-obsidian-plugin

  3. Enable in Settings → Community plugins

Manual:

  1. Download main.js, manifest.json, styles.css, mcp-server.js from latest release

  2. Copy to <vault>/.obsidian/plugins/modular-context/

  3. Enable plugin in Settings → Community plugins → Modular Context

MCP server

Auto-installed on first Google Workspace: Connect. Plugin copies bundled binary to ~/.modular-context/mcp-google/dist/index.js (~100 MB one-time).


Repo structure

Monorepo with three packages:

modular-context-obsidian-plugin/
├── packages/
│   ├── plugin/        ← Obsidian plugin (main.ts, manifest, features + MCP client glue)
│   ├── mcp-google/    ← standalone MCP server (25 Google Workspace tools, Node)
│   ├── shared/        ← portable types + AgentTracker + PTY helper + UI primitives
│   └── app/           ← experimental standalone Electron app (WIP, not shipped)
├── README.md          ← you are here
├── banner.png
└── package.json       ← monorepo scripts (build:shared → build:mcp-google → build:plugin)

Connect Google Workspace

Two paths:

  • Quick Connect (no GCP setup) — use the shared OAuth client bundled with the pre-built release. Comment your email on #3 — Quick Connect: request test-user access to be added as a test user (usually within 24h). Then skip to step 5 below.

  • BYO (your own GCP project) — full control, no test-user limit. Follow all 6 steps below.

6 steps (BYO path)

  1. Create GCP OAuth Client

    • Google Cloud Console → new project (e.g. modular-context-gcp)

    • Enable APIs: Gmail API, Google Calendar API

    • OAuth consent screen → External, Testing mode → add scopes: gmail.modify, calendar, plus openid, email, profile

    • Add yourself as test user

    • Create credentials → OAuth 2.0 Client ID → Desktop app

    • Copy Client ID + Client Secret

  2. Fill .env.local in the plugin's build folder:

    GOOGLE_OAUTH_CLIENT_ID=...
    GOOGLE_OAUTH_CLIENT_SECRET=...
  3. Rebuild (npm run build in packages/plugin) if self-building. Pre-built release uses the shared Quick Connect client.

  4. Reload pluginCmd+P → "Reload app without saving"

  5. ConnectCmd+P → "Google Workspace: Connect (or add account)" → browser OAuth → authorize → done

  6. Add more accounts — "Google Workspace: Add another account" any time

The plugin writes .mcp.json to your vault root + per-account sidecars to ~/.modular-context/mcp-google/accounts/{filename}/. Restart Claude Code session to pick up the MCP server.


Plugin commands

Command

Purpose

Google Workspace: Connect (or add account)

Launch OAuth flow for new/additional account

Google Workspace: Add another account

Alias for above — clearer intent

Google Workspace: Reconnect (upgrade scopes)

Nuke tokens, re-auth all accounts with current scope set

Google Workspace: Disconnect all accounts

Remove all credentials + .mcp.json entry

Google Workspace: Status

List connected accounts, expiry times, scope status

Google Workspace: Show MCP server logs

Open ~/.modular-context/mcp-google/logs/server.log

Plus 5+ non-Google commands for terminal / skill management. See Command Palette.


Security

  • Tokens encrypted via Electron safeStorage (OS keychain). Never leave disk in plaintext.

  • Credentials sidecar for MCP server: plaintext JSON at 0600 perms in user-scope folder (comparable to ~/.aws/credentials, ~/.config/gcloud/). Plugin may re-encrypt in v2.1 (see ADR-003 addendum).

  • No telemetry. No crash reports. No metrics. Zero phone-home.

  • Logs scrub tokens, emails, subjects via regex on every line.

  • Multi-account isolation. Each account has separate credentials; MCP server honors account param strictly.

Full threat model in docs/adrs/ADR-003-addendum-shared-state.md.


What's new in v2.0

  • 3 primary skills reorganization — Synthesise Files (was "Ingest Data"), WhatsApp Digest, Gmail + Calendar

  • New gsuite-analysis skill — orchestrates 10 MCP tools with 4 playbook patterns

  • Graduated v1.5 / v1.6 / v1.7 beta milestones: OAuth + storage + MCP server + multi-account + full control

  • OAuth scope upgrade: gmail.modify + calendar full (replaces gmail.readonly, gmail.send, calendar.events)

  • mcp-google-workspace @ 1.1.0 stable (from 1.1.0-beta.1)

  • New tools: gmail_send, gmail_modify_labels, calendar_list_calendars, calendar_update_event, calendar_delete_event, calendar_freebusy

  • Smart Session Restore Picker — replaces silent auto-resume on plugin reopen. Modal classifies saved sessions into Needs attention / Idle / Archive buckets; you pick what materializes. No accidental skill re-runs, no hidden respawns.

Full list in packages/plugin/CHANGELOG.md.


Troubleshooting

Issue

Fix

Notice: "Reconnect required for {email}"

Google Workspace: Reconnect (upgrade scopes) — scopes changed

TOKEN_EXPIRED from MCP tool

User revoked access or refresh token rotated — Reconnect

ACCOUNT_NOT_FOUND

Account not connected — Add another account

MCP server not visible in Claude Code

Restart Claude Code session. .mcp.json loaded at session start.

Plugin reloaded but old behavior

Hard reload: Cmd+P → "Reload app without saving" (not just disable+enable)

Server logs empty

Normal — server only runs when Claude Code calls a tool. Not a daemon.


Contributing

Plugin: modular-context-obsidian-plugin

Skills library: modular-context-skills (separate repo, auto-synced)

PRs welcome. Issues welcome. No support contract, but I read everything.


License

MIT © klemensgc / receptionOS

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