Continuum
⌜ SELF-HOSTABLE · OPEN SOURCE · AI-READY ⌟

A dashboard for you. An API for your AI.

A self-hostable system for your daily expenses, investments, media watchlists, and book library — with an API designed for both humans and AI agents.

★Star on GitHub
🤖 AI Endpoints (ChatGPT & Claude)💸 Expense & Subscription Ledger📈 Investments & Live Quotes🎬 Media & Book Library
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SYSTEM ARCHITECTURE FLOW
REST / OpenAPI 3.1•AES-256 ENCRYPTED
1. INCOMING DATA2. CONTINUUM ENGINE3. CONTINUUM CORE4. CLIENT INTERFACESExternal SyncTrakt & AniList APIsAPILocal EntriesExpenses, logs & notesUSERExpense AnalyticsSalary cycles & EncryptionAES-256Media Sync EngineTrakt & AniList updatesOAUTHReading LibraryOpenLibrary catalogingOPENLIBCONTINUUM COREDashboard CanvasFor Human UsersWEB UIOpenAPI EndpointsFor ChatGPT & AI AgentsREADY
⌜ 01 // CAPABILITIES ⌟•
SCALE 1:1 // CAD SPEC
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X 10.150 Y 5.680LEDGER ENTRY [01]AES-256-GCM
fig. 01// FINANCIAL VAULT & CASHFLOW SPEC
⌜ services // 01 ⌟
01
+X 10.150 Y 5.680

Financial Ledger & Cashflow Vault

We begin with zero compromise on privacy. Track every rupee, dollar, or euro with customizable pay cycles, dynamic category tagging, subscription burn rates, and instant CSV audits.

  • •Server-side AES-256-GCM authenticated encryption at rest
  • •Pay cycle normalization (monthly, bi-weekly, weekly)
  • •Zero third-party financial scrapers or shared databases
REF: ENCRYPTED-STORAGE-V1.0SPEC 01 OF 04
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X 14.738 Y 14.071+14.2% CAGRAMFI NAV FEEDYAHOO LIVE QUOTES
fig. 02// MULTI-ASSET WEALTH & COMPOUNDING MATRIX
⌜ services // 02 ⌟
02
+X 14.738 Y 14.071

Multi-Asset Wealth & Compounding Engine

From equities and crypto to Indian Mutual Funds with direct AMFI NAV updates. Real-time compounding projections, fixed deposits, gold holdings, and net-worth consolidation in one dashboard.

  • •Live stock & ETF valuation via Yahoo Finance feed
  • •Direct AMFI API integration for all 44+ Indian mutual funds
  • •Compound interest and future wealth trajectory calculations
REF: ASSET-VALUATION-ENGINESPEC 02 OF 04
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X 18.320 Y 08.910ANILIST SYNCTRAKT / LETTERBOXDOPENLIBRARY ISBNVELOCITY METRICS
fig. 03// CULTURAL ARCHIVE & MEDIA SYNC ENGINE
⌜ services // 03 ⌟
03
+X 18.320 Y 08.910

Unified Media Archive & Book Library

No more siloed apps for tracking what you watch and read. Synchronize your anime queue with AniList, your cinema records with Trakt and Letterboxd, and your reading log with OpenLibrary.

  • •AniList OAuth sync for Japanese animation & manga progress
  • •Trakt & OMDb metadata for movies and seasonal TV shows
  • •Book tracker with ISBN lookups and reading velocity analytics
REF: CULTURAL-INDEX-V2SPEC 03 OF 04
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X 22.105 Y 03.440OPENAPI 3.1JSON ROUTERCHATGPTACTIONSCLAUDEMCP TOOLREST / HTTP2200 OK [AES]NATURAL LANGUAGE TRANSACTION & MEDIA REPL
fig. 04// OPENAPI 3.1 & AI AGENT GATEWAY SPEC
⌜ services // 04 ⌟
04
+X 22.105 Y 03.440

Autonomous AI & OpenAPI 3.1 Gateway

Continuum is built from the ground up as an AI-native operating system. Every action has an OpenAPI 3.1 specification. Speak to your custom ChatGPT or Claude agent to log data, audit budgets, or query holdings.

  • •Live OpenAPI 3.1 JSON schema generated at /api/openapi.json
  • •Custom GPT Actions for voice & conversational transaction logging
  • •Direct MCP (Model Context Protocol) tool integration ready
REF: OPENAPI-AGENT-BRIDGESPEC 04 OF 04
⌜ 02 // OPENAPI 3.1 & AI AGENTS ⌟•AGENT INTERFACE SPECIFICATION
SCHEMA: /api/openapi.json
🤖OPENAPI 3.1 & AI AGENTS

Your data, your AI agent.

Every API route in Continuum exposes a clean, standard OpenAPI 3.1 specification. Plug the schema directly into custom ChatGPT Actions, Claude, Groq function calling, or MCP tool servers to interact with your data in plain English.

  • Works natively with custom ChatGPT Actions (Custom GPTs)
  • Log expenses, add movies to watchlists, or ask for portfolio totals via natural language
  • Ready for agent frameworks (Dify, Flowise, LangChain, MCP sidecars)
View Assistant Setup Guide→OpenAPI JSON↗
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CHATGPT • CONTINUUM ACTION API
v1.2
DEMO PROMPT:
add dune part two to my watchlist
✓ Added to Plan to Watch
Dune: Part Two • movie · TMDB sync
SPEC // MEDIA APIHTTP/2 · 200 OK
⌜ 03 // PRICING & PAYMENT ⌟

Pick Your Setup.
Transparent Positioning.

Zero feature gates on self-hosting. Use the hosted instance for free, self-deploy for full privacy, or support ongoing open-source development.

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01

Free Cloud

$0 / forever

Sign in instantly to use the shared hosted instance. Access core tracking modules with zero server setup.

  • •Instant access, zero server setup
  • •Expense ledger & subscriptions
  • •Watchlists & Book library
  • •AES-256 DB Encryption at rest
  • •Custom GPT & AI Agent API
REF SPEC: HOSTED-CLOUD-V1
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02

Self-Hostable

RECOMMENDED

$0 / agpl-3.0

Deploy to Vercel + Firebase in ~5 minutes. 100% free with all features fully unlocked in your private database.

  • •100% features fully unlocked
  • •Private Firebase & data sovereignty
  • •Financial Health Pay-Cycles & AI Chat
  • •MIT / AGPL open-source stack
  • •Zero rate limits or resource sharing
REF SPEC: AGPL-SOVEREIGN-V1
View Self-Host Guide →
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03

Supporter Tier

$1 / month

or $25 lifetime support payment

Support development of Continuum while unlocking hosted Financial Health tools and early feature previews.

  • •Everything in Free Cloud
  • •Financial Health Tab (Pay-cycles)
  • •Kiroku AI Assistant integration
  • •Supporter profile badge & highlight
  • •Direct feedback & feature priority
REF SPEC: DEV-SUPPORTER-V1
⌜ 04 // DEPLOYMENT GUIDE ⌟

Zero Coding Required. 5-Minute Deploy.

Run your personal instance forever on Vercel and Firebase free tiers with zero monthly infrastructure bills.

01
Fork Repository

Fork the open-source repository on GitHub to your account to retain full code sovereignty and automated release updates.

GITHUB.COM/FAL3N-4NGEL/CONTINUUM
02
Create Firebase Project

Create a free Google Cloud / Firebase project with Google Auth and Cloud Firestore enabled. Your data never touches shared servers.

FREE SPARK TIER (100% SUFFICIENT)
03
Deploy to Vercel

Import your repository on Vercel, paste your Firebase environment variables, generate an AES key, and go live on your custom domain.

VERCEL HOBBY TIER (ZERO COST)
VIEW FULL DEPLOYMENT MANUAL
⌜ 05 // FREQUENTLY ASKED QUESTIONS ⌟

Frequently Clarified Inquiries

Yes. Continuum is 100% open-source under the MIT license. You can deploy it to your own Vercel account linked to a Google Firebase free-tier project with zero fees and no usage paywalls.