Web scraping: scrapepage / scrapepages MCP tools for fetching pages as markdown, HTML, or text (fast HTTP, browser rendering, anti-bot stealth), plus the direct Scrapling Python API for selectors, sessions, and spiders.
Search X (Twitter) posts, pull user profiles, fetch specific tweets, and read reply threads for sentiment, news, and event research. Triggers on 'X', 'Twitter', 'tweets about', 'sentiment on', 'what are people saying about', 'historical tweets', or any request to read public X content.
Extra guidance for drawchartannotation, which works without loading this. Covers choosing between similar variants, aligning times to bars, several charts in one turn, and answering a chart selection the user sends.
Word documents a human will review and edit: build with python-docx, edit an existing file in place with tracked changes and comment threads, render, validate.
Read, fill and build PDFs: inspect structure and fonts, extract text and tables with pdfplumber and poppler, fill and flatten AcroForms with pypdf, create with reportlab, merge, split and encrypt with qpdf, and verify by rendering the page and looking at it.
PowerPoint decks built with pptxgenjs and native charts, existing decks edited in place with python-pptx, then rendered to images and audited for overflow, overlap, bounds and typography before delivery.
Excel workbooks with live formulas: build or edit .xlsx models with openpyxl, recalculate with IronCalc or LibreOffice, audit conventions, profile messy uploads, render for review.
Build or repair an integrated three-statement model: linked IS, BS and CF, supporting schedules, scenarios and a Checks sheet. Triggers on three-statement model, build me a model, link the statements, populate this template, make my balance sheet balance.
Dated events ranked by what they can change: earnings, regulatory decisions, flow events, macro releases, with prep owners and a weekly preview. Triggers on catalyst calendar, upcoming events, what is coming up, earnings calendar, event calendar, catalyst tracker, what should I prepare for.
QC an investment deck (a .pptx) before it circulates: number consistency, chart and narrative alignment, source coverage, language, then a circulation verdict. Triggers on check this deck, deck QC, review my presentation, is this ready to send, proofread the pitch book.
Audit a model somebody already built, and report on it without editing it: structure, formulas, integrity identities, source tie-out and reasonableness, ending in a routed issue log. Triggers on check my formulas, QA this spreadsheet, audit model, model review, something is off in my model, why does my balance sheet…
Comparable company analysis: peer set, operating metrics, valuation multiples, statistics and an implied value. Triggers on comps, trading comparables, how does it trade against peers, peer benchmarking, what multiple should it get.
Build a DCF valuation in Excel: FCF projections, WACC, terminal value, scenarios, sensitivity grids, reverse DCF. Triggers on build a DCF, what is it worth, intrinsic value, fair value, price target from cash flows.
Post-print earnings update for a covered name: beat/miss decomposition, EPS quality, transcript debate map, estimate revisions, thesis impact. Also the call-only ask that wants the transcript Q&A and the debate map alone. Triggers on earnings update, post-earnings report, analyze quarterly results, Q[N] update, what…
Pre-print setup for a company about to report: the expectation bar, EPS-quality watch, call questions, scenarios and the reaction framework. Triggers on earnings preview, what to watch for [company] earnings, pre-earnings setup, preview Q[N].
Find long and short candidates across a universe when no name is on the table yet: mandate, universe validation, archetype screens, thematic sweep, triage, idea cards, idea log. Triggers on idea generation, stock screen, find ideas, what looks interesting, screen for, new ideas, pitch me something.
First-time coverage of a company, or a refresh of coverage already published, run one task per request by default: company research, financial model, valuation, charts, then a 30 to 50 page report with a model. Triggers on initiation report, initiate coverage, initiating coverage, full equity research report, refresh…
Track live prices for the tickers central to the current task. Registers symbols for an ambient real-time price feed, keeps analysis current with the newest quotes, and re-checks staleness before stating prices.
Refresh an existing financial model after a print, a guidance change, a consensus move, a filing, a KPI release or a capital-structure change. Triggers on update the model, roll it forward, the new quarter is out, revise estimates, refresh the price target.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: