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BEST OF 2026

Best AI repos for Money in 2026

13 open-source repos, ranked daily by GitHub momentum, each with use cases you can run.

  1. Finathink

    ceyyy427/finathink · Python · 236 stars

    Finathink is a local-first Python workbench that turns user data, evidence, factors, backtests, risk checks and paper portfolios into a traceable research record with offline HTML reports.

    3 use cases: Run the offline research sample and open its workbench; Normalize your own data API into point-in-time batches; Trace why a paper decision card cannot be executed · GitHub

  2. Northcinder

    cinderline/northcinder · JavaScript · 1,204 stars

    NorthCinder is an open-source MCP server that compares products from stores you choose, explains its ranking, and asks for your approval before any purchase.

    3 use cases: Compare products for a shopping brief; Vet a seller before buying; Approve one exact purchase at a set cap · GitHub

  3. Qanat

    fidetolabs/qanat · Python · 319 stars

    Qanat is a Python data platform for investment research that screens companies on the numbers they had published as of any past date and serves that data to AI agents over MCP.

    3 use cases: Screen companies as they stood on a past date; Measure what screened companies did between filings; Ask an AI agent questions over dated filings · GitHub

  4. DSH Cost Meter

    Han-1413141/dsh-cost-meter · JavaScript · 476 stars

    dsh-cost-meter is a cost tracking plugin for the DeepSeek Harness web GUI that shows session and model costs, token usage, budgets, provider balances, and coding-plan quotas.

    5 use cases: Track what each DSH conversation costs per day; Watch coding plan and OpenCode Go quota before you hit a limit; Set a spending budget and get warned before you go over · GitHub

  5. Grandet

    hanzohanzhe/Grandet · JavaScript · 530 stars

    Grandet is a price comparison tool and anonymous MCP server that lists model API prices from official, inference and relay providers, and can connect the chosen API to your AI agent.

    4 use cases: Find the cheapest listed API for a model; Find free credit for a model without a card; Connect the cheapest API to your coding agent · GitHub

  6. Itr Wala

    karanb192/itr-wala · Python · 877 stars

    itr-wala is a Python tool and AI agent skill that prepares Indian income tax returns and advance-tax estimates, with tax math computed by tested code rather than by the model.

    4 use cases: File your FY 2025-26 income tax return without a CA; Plan FY 2026-27 advance tax payments and due dates; Recheck an old FY 2025-26 tax result after the 1.3.0 fix · GitHub

  7. Openchart

    longsurf-ai/openchart · TypeScript · 259 stars

    OpenChart is an open source TypeScript trading workspace where AI agents help with charts, indicators, alerts, and market research.

    5 use cases: Draw a price level and get alerted when it breaks; Explain what moved a chart with sourced annotations; Turn a plain-language watch rule into a Tea monitor · GitHub

  8. Aurelio Finance

    LosaLosSantos/aurelio-finance · Python · 1,024 stars

    Aurelio is an open-source personal finance app that runs on your own computer and tracks net worth, investments, ETFs, cash and debts, with an optional AI advisor that uses your own OpenRouter key.

    5 use cases: Test the app on invented household data first; Track net worth and holdings on your own computer; Get answers about your records from an AI advisor · GitHub

  9. Digikala MCP

    mmdju/digikala-mcp · JavaScript · 159 stars

    A public, read-only MCP server that gives AI agents search, price, seller, review and deal data from Digikala, Iran's largest online marketplace.

    5 use cases: Pick the best value product under a Toman budget; Check whether one product is worth buying; Compare a shortlist of products by the specs that differ · GitHub

  10. Noraz Agent

    mogons/noraz-agent · TypeScript · 169 stars

    Noraz AI is an open-source, Node.js and TypeScript trading agent system for Robinhood Chain that screens markets, scores signals with a swarm consensus, and posts call cards to Discord and Telegram.

    4 use cases: Get screened Robinhood Chain signal cards on chat; Audit a Robinhood Chain token before buying; Run the agent 24/7 on a VPS with health checks · GitHub

  11. Bankmcp

    noskillish/bankmcp · TypeScript · 290 stars

    BankMCP is a self-hosted, read-only MCP server that lets an AI assistant read your own bank accounts through Enable Banking's PSD2 API.

    5 use cases: Ask your AI assistant about your bank balances; Get alerts when a balance or payment changes; Get a monthly spending summary and budget · GitHub

  12. Agent Measure

    roy-tong/AgentMeasure · Python · 219 stars

    AgentMeasure is an open-source Python CLI that re-counts supported AI support billing exports against vendor rules and inspects local Codex or Claude logs for duplicates, retries and token anomalies.

    5 use cases: Re-count an AI support bill against the vendor rule; Check local Codex or Claude sessions for duplicate retries; Compare Claude response usage across session files · GitHub

  13. Awesome Iran MCP

    sepehr071/awesome-iran-mcp · Python · 135 stars

    A set of 36 MCP servers that give AI agents read-only access to Iranian websites such as Digikala, Torob, Divar and Jabama, with prices shown in Toman.

    3 use cases: Compare a product's price in Toman across Iranian shops; Plan a trip with flights, stays and a doctor visit; Check whether a Divar ad is fairly priced · GitHub

Other categories · All use cases · Hot repos

Questions

What is the best AI repo for Money in 2026?

Right now the top pick on Deduped is Finathink: Finathink is a local-first Python workbench that turns user data, evidence, factors, backtests, risk checks and paper portfolios into a traceable research record with offline HTML reports.

How are these Money repos ranked?

By how hot they are on GitHub (stars gained and mentions in the AI sources we track), then by how many practical use cases we found. The list is rebuilt every day.

Third-party repos we don't own or vouch for. Disclaimer