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AI agents that help you analyze spreadsheets and data

44 AI agents and agent tools that help you analyze spreadsheets and data. Ranked by momentum this week, with setup difficulty for each.

Ranks for week 44 (Oct 26 to Nov 1, 2026). Data as of Nov 2, 2026.

  • Gaining the most momentum this week: day-trader-skill, UNIGIT, and google-ads-meta-ads-mcp.
  • Easiest to start with (nothing to install, or adds to an AI app you already use): UNIGIT, google-ads-meta-ads-mcp, and EvoOntology.
  1. #1

    day-trader-skill

    Day-trader-skill is a set of 11 Claude skills that scans charts, tracks news, times entries and exits, and simulates trade outcomes for day traders.

    Skill or plugin Guided command-line setup Free and open source 4,427 GitHub stars

  2. #2

    UNIGIT

    UNIGIT is an AI workbench that brings models, tools, and files into one place so people can get real work done for everyday professional tasks.

    Hosted agent product Works in your browser or phone Not stated 1,776 GitHub stars

  3. #3

    google-ads-meta-ads-mcp

    A hosted MCP server that lets Claude, ChatGPT or Cursor manage Google Ads, Meta Ads and GA4 reports for advertisers and marketers.

    MCP server or connector Adds to an AI app you already use Paid 6,833 GitHub stars

  4. #4

    Vibe-Research

    Vibe-Research is a self-hosted stock research workbench that uses an AI agent for A-share, US and HK stock analysis for investors and analysts.

    Agent app Guided command-line setup Free and open source 3,456 GitHub stars

  5. #5

    tick-stock-panel

    TSP is a self-hosted A-share quant workbench that lets investors build strategies, run backtests, and monitor stocks for individuals who write their own rules.

    Agent app Install a desktop app or browser extension Free and open source 6,865 GitHub stars

  6. #6

    GenOffice

    GenOffice is a free, open-source office suite that lets you edit Word, Excel, PowerPoint and PDF files with an AI agent for people who work with documents.

    Agent app Install a desktop app or browser extension Free and open source 11.5k GitHub stars

  7. #7

    dbx

    dbx is a lightweight database client that lets you browse, query, and manage 100+ databases, with a built-in AI SQL assistant, for developers and data users.

    Agent app Install a desktop app or browser extension Free and open source 28.6k GitHub stars

  8. #8

    Scientific Agent Skills

    Scientific Agent Skills is a collection of 177 skills that teaches an AI agent scientific tools and databases for research work.

    Skill or plugin Guided command-line setup Free and open source 55.8k GitHub stars

  9. #9

    Google Maps Scraper Kit

    Google Maps Scraper Kit is a free local tool that exports business leads from Google Maps to CSV for outreach.

    Agent app Guided command-line setup Free and open source 2,128 GitHub stars

  10. #10

    Vibe-Trading

    Vibe-Trading is a personal trading agent that runs research, backtests and trading tasks for investors who want AI to do the analysis.

    Agent app Guided command-line setup Free and open source 37.4k GitHub stars

  11. #11

    OfficeCLI

    OfficeCLI is a command-line tool that lets AI agents read, edit, and create Word, Excel, and PowerPoint files without Office installed.

    Agent app Guided command-line setup Free and open source 32.9k GitHub stars

  12. #12

    QuantDinger

    QuantDinger is a self-hosted AI trading platform that turns trading ideas into Python strategies, backtests, and paper or live trades for traders.

    Agent app Guided command-line setup Free and open source 13.4k GitHub stars

  13. #13

    a-stock-data

    a-stock-data is a skill file that gives AI coding assistants ready-made tools for pulling China A-share market data for investment research.

    Skill or plugin Guided command-line setup Free and open source 11.4k GitHub stars

  14. #14

    HyperGrok Trading Desk

    HyperGrok is a set of AI agent roles, skills and read-only market tools that help research and review Hyperliquid trades before any order is placed.

    Agent builder or no-code platform Guided command-line setup Free and open source 264 GitHub stars

  15. #15

    Open Intelligent UI

    Open Intelligent UI is a chat interface that turns questions into explanations, comparisons, and working tools for people exploring ideas.

    Agent app Guided command-line setup Free and open source 4,108 GitHub stars

  16. #16

    MinerU

    MinerU is a document parser that turns PDFs and Office files into clean markdown or JSON for AI workflows.

    Agent app Guided command-line setup Free and open source 83k GitHub stars

  17. #17

    kordoc

    kordoc is a command-line tool and MCP server that converts Korean documents (HWP, HWPX, PDF, Office files) to Markdown for people working with government and office paperwork.

    MCP server or connector Guided command-line setup Free and open source 2,887 GitHub stars

  18. #18

    Lieflat Charts

    Lieflat Charts is a skill that turns data into polished, interactive HTML charts, slide decks, and reports for AI agents to use.

    Skill or plugin Guided command-line setup Free and open source 6,573 GitHub stars

  19. #19

    EvoOntology

    EvoOntology is a plugin that builds and evolves a semantic map of your data so AI coding agents can find the right tables and meanings for data analysis tasks.

    Skill or plugin Adds to an AI app you already use Free and open source 1,113 GitHub stars

  20. #20

    Hummingbot

    Hummingbot is a framework that runs automated crypto trading bots on many exchanges for traders and developers.

    Agent app Guided command-line setup Free and open source 20.9k GitHub stars

  21. #21

    World Monitor

    World Monitor is a real-time dashboard that tracks world news, geopolitics, and infrastructure in one view for people who need situational awareness.

    Hosted agent product Works in your browser or phone Free and open source 90k GitHub stars

  22. #22

    Unstract

    Unstract is a self-hosted tool that pulls structured data out of PDFs and scanned documents using plain-language prompts for finance and compliance teams.

    Agent app Guided command-line setup Free tier plus paid plans 7,397 GitHub stars

  23. #23

    Metabase

    Metabase is a business intelligence tool that lets anyone on a team ask questions of company data and build dashboards.

    Agent app Works in your browser or phone Free tier plus paid plans 50.1k GitHub stars

  24. #24

    easy-stock

    easy-stock is a desktop app that helps A-share traders research stocks, track sector themes, and review the market with AI for active investors in China.

    Agent app Install a desktop app or browser extension Free and open source 1,713 GitHub stars

  25. #25

    tabularis

    Tabularis is a desktop SQL workspace that lets you query databases and connect AI agents like Claude and Cursor to your schema for people who work with databases.

    Agent app Install a desktop app or browser extension Free and open source 5,361 GitHub stars

  26. #26

    SenseNova-Skills

    SenseNova-Skills is a set of add-on skills that gives office AI agents ready-made abilities for making infographics, slide decks, Excel analysis, and research reports.

    Skill or plugin Guided command-line setup Not stated 6,006 GitHub stars

  27. #27

    Flint

    Flint is an MCP server that lets AI agents create good-looking charts from simple chart specs for anyone chatting with an agent.

    MCP server or connector Adds to an AI app you already use Free and open source 4,527 GitHub stars

  28. #28

    OpenScience

    OpenScience is an agent app that runs scientific research tasks like literature review, data analysis, and reproducing experiments for researchers and analysts.

    Agent app Install a desktop app or browser extension Free tier plus paid plans 4,322 GitHub stars

  29. #29

    gws

    gws is a command-line tool that lets you and AI agents manage Google Workspace (Drive, Gmail, Calendar, Sheets, Docs) from one place.

    Agent app Guided command-line setup Free and open source 32.1k GitHub stars

  30. #30

    AIPOCH Open-Science

    AIPOCH Open-Science is an agent app that helps scientists run reproducible research with AI agents, code execution, and traceable outputs on their own computer.

    Agent app Install a desktop app or browser extension Free and open source 5,419 GitHub stars

  31. #31

    Desktop Commander

    Desktop Commander is an MCP server that lets Claude and other AI apps search and edit files and run terminal commands on your computer for vibe coders and power users.

    MCP server or connector Guided command-line setup Free and open source 10.2k GitHub stars

  32. #32

    tradingview-mcp

    tradingview-mcp is an MCP server that gives AI assistants market data, screeners, technical analysis and backtests for stocks, crypto, forex and futures.

    MCP server or connector Guided command-line setup Free tier plus paid plans 5,190 GitHub stars

  33. #33

    OpenMetadata

    OpenMetadata is an open-source data catalog and metadata platform that gives people and AI assistants trusted context about company data.

    Other Guided command-line setup Free and open source 15.7k GitHub stars

  34.  

    Nanobrowser

    Nanobrowser is a Chrome extension that runs an AI agent in your own logged-in browser to carry out web tasks for you.

    Agent app Install a desktop app or browser extension Free tier plus paid plans 14.2k GitHub stars

  35.  

    ChatLab

    ChatLab is a desktop app that analyzes your exported chat history from WhatsApp, Telegram, Discord and others, with AI agents that search and summarize it, all stored on your own machine.

    Agent app Install a desktop app or browser extension Free and open source 7,612 GitHub stars

  36.  

    DBHub

    DBHub is an MCP server that lets AI apps query and explore your databases for developers and analysts, with read-only and row-limit guardrails.

    MCP server or connector Guided command-line setup Free and open source 3,769 GitHub stars

  37.  

    Solana MCP by Vybe

    Solana MCP by Vybe is an MCP server (a connector that lets AI apps like Claude use another tool) that gives AI apps live Solana wallet, token, and trade data.

    MCP server or connector Adds to an AI app you already use Not stated 2,209 GitHub stars

  38.  

    AKTools

    AKTools is an HTTP API and MCP server that gives AI assistants and programs access to AKShare's financial data for stock and market research.

    MCP server or connector Guided command-line setup Free and open source 1,541 GitHub stars

  39.  

    Baize

    Baize is a command-line coding agent that redacts personal data before it reaches the model, for people who vibe code or analyze data.

    Agent app Guided command-line setup Free and open source 594 GitHub stars

  40.  

    anki-mcp-server

    An MCP server that lets AI assistants read, create, and review Anki flashcards for studying.

    MCP server or connector Guided command-line setup Free and open source 542 GitHub stars

  41.  

    Synaplan Desktop

    Synaplan Desktop is a desktop app that pairs your computer with a Synaplan workspace and runs installed Agent Skills locally for people who use Synaplan.

    Agent app Guided command-line setup Not stated 257 GitHub stars

  42.  

    OntoPoc

    OntoPoc is an agent app that drafts a business data model from spreadsheets or documents and checks it against the data, for data platform consultants.

    Agent app Guided command-line setup Not stated 172 GitHub stars

  43.  

    AOCI-Wuch

    AOCI-Wuch is a skill library that helps AI coding agents find and follow step-by-step guides for tasks like mobile app setup and Excel work.

    Skill or plugin Guided command-line setup Free tier plus paid plans 89 GitHub stars

  44.  

    Local Code

    Local Code is an agent app that works through your files on Mac, iPad or iPhone, running models on the device for private work.

    Agent app Install a desktop app or browser extension Free and open source 85 GitHub stars

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