PineGap MCP Documentation

Institutional equity research tools for Claude and other MCP clients

Overview

The pinegap MCP server exposes 45institutional-grade equity research tools directly inside Claude and any MCP-compatible client. Connect once and get access to earnings analysis, KPI tracking, SEC filing extraction, sentiment detection, comp sheets, read-throughs, investment thesis management, and more — all grounded in pinegap's curated financial data and a synthesis layer built on third-party LLM providers (see our MCP Privacy Policy for which providers process tool call data).

Server URLhttps://mcp.pinegap.aiTransportStreamable HTTP (SSE fallback supported)AuthOAuth 2.1 (recommended) · API KeyRate limits60 req/min default · 10 req/min for AI synthesis tools

Prerequisites

An active PineGap account is required. Sign up at pinegap.ai or contact us for enterprise access.

Connecting via OAuth (Recommended)

pinegap MCP uses OAuth 2.1 with WorkOS AuthKit. Most clients (Claude.ai, Claude Desktop, MCP Inspector, Cursor) handle the flow automatically.

  1. Open your MCP client's server settings and add https://mcp.pinegap.ai.
  2. Your client will redirect you to the pinegap login page.
  3. Sign in with your pinegap account credentials.
  4. You're connected — no manual token handling needed.

Claude Desktop config

{
  "mcpServers": {
    "pinegap": {
      "type": "http",
      "url": "https://mcp.pinegap.ai"
    }
  }
}

Connecting via API Key

If your client doesn't support OAuth, authenticate with a pinegap API key (format: pgap_sk_...). Contact the pinegap team to obtain one.

{
  "mcpServers": {
    "pinegap": {
      "type": "http",
      "url": "https://mcp.pinegap.ai",
      "headers": {
        "Authorization": "Bearer pgap_sk_YOUR_KEY"
      }
    }
  }
}

Testing with MCP Inspector

The MCP Inspector lets you explore and test tools interactively before integrating with Claude.

  1. Install and run: npx @modelcontextprotocol/inspector
  2. Enter https://mcp.pinegap.ai as the server URL.
  3. Complete the OAuth login flow when prompted.
  4. Browse available tools, run test calls, and inspect raw responses.

Tool Reference

45 tools across 6 categories.

Extraction(5 tools)

Structured data extracted from SEC filings (10-K, 10-Q, DEF-14A) and primer deep-dives.

management-compensation-driversManagement Compensation Driversread-only

Extracts the performance drivers and explicit weightings that determine executive incentive pay — not the dollar amounts — from the latest proxy filing (falling back to 20-F/Annual Report). Produces a concise markdown summary separating short-term vs long-term incentive drivers for named executive officers, grounded solely in filing text, and can include the prior fiscal year for comparison.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
includePriorYearbooleannoInclude prior fiscal year for comparison (default: true)

Output

ticker, latestYear, priorYear, content (markdown report of short-term vs long-term incentive drivers and weights).

primerPrimer Dataread-only

Retrieves the latest primer sections for a company — a deep-dive structured overview covering business model, segments, competitive dynamics, and financial framework. By default it returns all available sections; pass a list of section types via sections to scope the response for token-bounded retrieval across multiple calls. The COMP_SHEET section is the largest and is only built when requested explicitly.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
sectionsstring[]noPrimer section types to return (e.g. BUSINESS_MODEL, RISKS, COMPETITORS); omit for all. COMP_SHEET must be requested explicitly.

Output

ticker, data[] { orderingIndex, type, heading, data, stock }, isPrimerGenerating.

quality-of-earningsQuality of Earningsread-only

Scores earnings quality risk across six accounting dimensions using the most recent 10-K or 10-Q (falling back to 20-F/Annual Report), returning a per-flag status and filing-specific evidence for each raised risk. The six dimensions are revenue-recognition policy changes, disproportionate contract-asset growth, rising DSOs / slower collections, changes in significant accounting estimates, aggressive cost capitalization, and non-GAAP creep. Each flag carries a prior-period comparison to distinguish new, persistent, and resolved risks.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

ticker, documentType, documentId, year, quarter/half, analysisDate, source, flags[] { flagName, currentQuarterStatus, previousQuarterStatus, analysis }, quarterlyFlags[].

red-flag-financialFinancial Red Flagsread-only

Flags financial and accounting risks from the latest 10-K/10-Q — including liquidity stress, earnings-quality issues, aggressive accounting or non-GAAP adjustments, control weaknesses, covenant pressure, and balance-sheet impairment triggers.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

scope: 'financial', source, documentType, redFlags[] { flag, severity, evidence, citations[] }.

red-flag-governanceGovernance Red Flagsread-only

Surfaces corporate governance and shareholder-rights red flags from proxy disclosures (DEF-14A) — board independence/oversight issues, problematic pay practices, related-party transactions, weak say-on-pay signals, and anti-shareholder provisions.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
allowAnnualFallbackbooleannoAllow annual/20-F fallback when no DEF-14A

Output

scope: 'governance', source, ticker, documentId, documentType, analysisDate, year, quarter/half, redFlags[] { flagName, currentQuarterStatus, previousQuarterStatus, analysis, flagCategory, flagHeadingName }, quarterlyRedFlags[].

Research(1 tools)

Stock performance attribution powered by earnings context and return data.

performance-attributionPerformance Attributionread-only

Generates a portfolio-style attribution paragraph explaining why a stock outperformed or underperformed over a selected period, incorporating earnings transcript context and quantitative return data.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
periodstringnoStandard period (YTD | 1M | 3M | 6M | 1Y) or custom start/end dates

Output

ticker, period, return (%), content (attribution paragraph).

Retrieval(23 tools)

Read-only access to market data, earnings analysis, SEC filings, KPIs, and financial metrics.

comp-sheetComp Sheet Tablesread-only

Retrieves a company's comp sheet tables — competitor lists, metric columns, periods, and resolved actuals/estimates cells. Supports three modes: no-cells (tables and competitors only, smallest payload — use first to discover the available periods), full (tables plus all cells), and by-period (tables plus cells for one required period). Because a full dump can be large, call no-cells to list periods, then by-period per period to reconstruct the same data in token-bounded chunks across calls.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
modestringnono-cells | full | by-period (default: full)
periodstringnoExact period label, required for by-period mode (e.g. LTM, NTM)
userIdnumbernoPinegap internal user ID (currently ignored)

Output

ticker, compSheets[] { columns, compSheetCompetitors[] }, cells[] (empty in no-cells mode, period-filtered in by-period), metadata { mode, totalSheets, totalCells, periods, selectedPeriod }.

company-metricsCompany Metrics & KPIsread-only

Retrieves company-specific financial metrics and operational KPIs for a single stock from a natural-language query. AI selects the most relevant metrics from the company's actual available parameters, then fetches actuals, consensus estimates, earnings surprises, and estimate revision changes. All monetary values are in USD.

Inputs

ParameterTypeRequiredDescription
querystringyesNatural-language description of the metrics or KPIs needed
tickerstringyesStock ticker (one per call)

Output

ticker, companyName, companyData, operationalData, consensusEstimates, surprises, revisionChanges, message.

company-profileCompany Profileread-only

Fetches key company profile fields for a ticker — market cap, currency, 52-week range, IPO date, geography, beta, and average volume from the market data provider.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

found, ticker, symbol, marketCap, currency, range, ipoDate, city, state, country, lastDividend, beta, avgVolume, message.

conference-recapConference Recapread-only

Retrieves conference and investor-day-style document summaries for the inter-quarter window following a specified earnings period. The window starts on that period's earnings call release date and ends at the next earnings call. Pass generate:true to enqueue summaries for documents in the window that don't have one yet.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
yearnumbernoFiscal year
quarternumbernoQuarter (1–4)
halfnumbernoHalf (1–2)
generatebooleannoEnqueue missing summaries (default: false)

Output

ticker, basePeriod, startDate, endDate, conferenceRecap[] { title, releaseDate, type, summary, citations[] }, investorDayRecap[] { title, releaseDate, executiveSummary, keyDebates[] }, message.

conference-takeawaysConference Takeawaysread-only

Retrieves short AI-generated takeaways (one paragraph per conference) for investor/analyst conferences that occurred after a specified earnings call. The window opens on the earnings call release date and has no upper bound, so older periods may bleed across multiple subsequent quarters.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
yearnumbernoFiscal year (defaults to latest)
quarternumbernoQuarter (1–4)
halfnumbernoHalf (1–2)
documentIdnumbernoBypass period resolution with a specific earnings call document ID
maxResultsnumbernoLimit number of takeaways returned

Output

ticker, period, earningsDocumentId, conferences[] { documentId, releaseDate, title, year, quarter, half, conferenceTakeaway }, message.

dividend-historyDividend Historyread-only

Fetches dividend history for a ticker — ex-dividend dates, payment dates, and dividend amounts.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
startDatestringnoISO date filter start (YYYY-MM-DD)
endDatestringnoISO date filter end (YYYY-MM-DD)

Output

found, ticker, symbol, startDate, endDate, dividends[] { date, adjDividend, dividend, recordDate, paymentDate, declarationDate }.

earnings-price-reactionsEarnings Day Price Reactionsread-only

Returns the historical earnings-day stock-price reaction table — 1-day and 5-day post-earnings price moves for recent fiscal periods, ordered most-recent-first. Reaction and surprise values are null when no genuine data exists for a period; nothing is fabricated. found is true only when the ticker resolved and at least one reaction is available.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

found, ticker, reactions[] { quarter, reportedDate, earningsDate, marketStatus, oneDayReactionPct, fiveDayReactionPct, revenueSurprisePct, epsSurprisePct, ebitdaSurprisePct } (null where unavailable), implied, message.

earnings-recapEarnings Recapwrite

Retrieves a comprehensive post-earnings analysis for a completed earnings period. Analyzes earnings call transcripts and press releases to produce a narrative summary of key themes, a metrics table comparing actuals vs consensus (revenue, EPS, and key metrics), and guidance highlights. Pass generate:true to enqueue recap generation when none is stored yet.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
yearnumbernoFiscal year (defaults to latest)
quarternumbernoQuarter (1–4)
halfnumbernoHalf (1–2)
generatebooleannoEnqueue recap generation when none is stored (default: false)

Output

ticker, period, takeaway (AI narrative), table[] (metric, actual, consensus, beat/miss %), summary, summaryCitations[], message.

earnings-takeawayEarnings Takeawayread-only

Returns a structured post-earnings scorecard — price reactions (1-day, 5-day), implied move, beat/miss metrics, estimate revisions, and guidance direction — for one or more tickers at once. Lighter than earnings-recap; pass metricsOnly:true to skip the AI key-debates/guidance-commentary and return only the numeric cells.

Inputs

ParameterTypeRequiredDescription
tickersstring[]yesStock tickers to fetch data for
yearnumbernoFiscal year (auto-resolves if omitted)
quarternumbernoQuarter (1–4)
halfnumbernoHalf (1–2)
agentUserTopologyIdnumbernoUse topology-specific beat/miss and estimate-revision columns
metricsOnlybooleannoSkip AI generation, return numeric scorecard only (default: false)

Output

results[] { Ticker, Sector, Industry, Earnings Quarter, 1-D Reaction, 5-D Reaction, Implied Move, Metric (Beat/Miss), Estimate Revisions Next Quarter, Estimate Revisions Current Year, Actuals, Key Debates, Guidance, Guidance Commentary, status }.

estimates-comparisonEstimates Comparisonread-only

Retrieves consensus estimate history for a ticker across one or more Pinegap Data IDs (pgids) and calendar years, comparing the consensus as of a historical date against the latest consensus — in a single call. Replaces repeated per-metric/per-year revision-chart calls. A year with no revision activity in its lookback window returns null for that side with a row-level note rather than failing the whole request.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
asOfDatestringyesHistorical comparison date (YYYY-MM-DD); must not be in the future
yearsnumber[]yesCalendar years to compare (e.g. [2024, 2025, 2026])
pgidsstring[]yesPinegap Data IDs for the metrics to include

Output

found, ticker, resolvedTicker, asOfDate, years, pgids, rows[] { pgid, year, consensusAsOfDate, consensusToday, message }, ambiguousSuffixMatches, message.

fetch-documentFetch Company Documentread-only

Retrieves a company document's full text — earnings call transcripts, press releases, 10-K/10-Q, 8-K, and SEC filings (Form 3/4/5/13F). Call either by documentIds (exact stored documents, re-openable from citation IDs) or by ticker + documentTypes with optional periods. A single document returns paginatable content; several return a documents[] array. deliveryMode defaults to content; viewer and download return a URL only (no text).

Inputs

ParameterTypeRequiredDescription
documentIdsnumber[]noPinegap document IDs; cannot combine with ticker/documentTypes/periods
tickerstringnoStock ticker (use with documentTypes)
documentTypesstring[]noOne or more document types to fetch
periodsobjectnoArray of fiscal periods { year, quarter?, half? }; omit for the latest of each type
pagenumbernoPage for a single document (default: 1)
paginatebooleannoSingle-document paging; false returns full text (default: true)
deliveryModestringnocontent | viewer | download (default: content)

Output

mode (content | content_batch | viewer_link | download_link), metadata { documentsCount, documents[] }, content, documents[], truncated, pagination, notFound[], failures[], viewer, download, message.

guidanceManagement Guidanceread-only

Advanced guidance extraction that captures all forward-looking statements from management across earnings calls — from precise quantitative targets (revenue, EPS, margins) to qualitative directional commentary — for one or more tickers at once. Classifies each item as RAISED, LOWERED, MAINTAINED, or NEW. Pass generate:true to enqueue extraction when none is stored.

Inputs

ParameterTypeRequiredDescription
tickersstring[]yesStock tickers to fetch data for
yearnumbernoFiscal year (defaults to latest per ticker)
quarternumbernoQuarter (1–4)
halfnumbernoHalf (1–2)
generatebooleannoEnqueue extraction when none is stored (default: false)

Output

results[] { ticker, period, guidance[] { metric, value, period, outcome, commentary, consensus, verdict, citations[] }, status, message }, message.

key-debatesKey Debatesread-only

Retrieves the most discussed topics and key debates from earnings calls, for one or more tickers at once — the themes management and analysts focused on, surfaced through frequency analysis and importance weighting. Each debate summary embeds inline [n] citation markers linking to the source text.

Inputs

ParameterTypeRequiredDescription
tickersstring[]yesStock tickers to fetch data for
yearnumbernoFiscal year (defaults to latest per ticker)
quarternumbernoQuarter (1–4)
halfnumbernoHalf (1–2)

Output

results[] { ticker, period, keyDebates[] { topic, summary, tag, citations[] { index, documentId, quote, doc_type, doc_date, link } }, renderHints, status, message }, message.

latest-periodLatest Fiscal Periodread-only

Returns fiscal period information for a ticker. In latest mode (no year supplied) it returns the most recent period for which content is available. In exists mode (year + quarter/half supplied) it confirms whether a document exists for that specific period. Defaults to earnings calls; pass documentType for another type.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
documentTypestringnoDocument type to resolve (defaults to Earnings call; many types supported)
yearnumbernoFiscal year to check
quarternumbernoQuarter (1–4)
halfnumbernoHalf (1–2) for semi-annual reporters

Output

ticker, documentType, mode (latest | exists), exists, period { year, quarter, half, periodString }, document { id, title, releaseDate }, message.

market-quoteMarket Quoteread-only

Fetches the latest market quote for a ticker — current price, daily change percentage, session high/low, and 52-week range.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

found, ticker, symbol, price, changesPercentage, dayLow, dayHigh, yearLow, yearHigh.

podcastPodcast Intelligenceread-only

Unified access to investment-focused podcasts — browse podcasts and episodes, fetch transcripts (JSON or text), retrieve AI-extracted equity insights, and scan one or more tickers for mentions across episodes. The mode field selects the operation.

Inputs

ParameterTypeRequiredDescription
modestringyeslist-podcasts | list-episodes | get-episode | get-transcript | get-insights | ticker-mentions
podcastIdnumbernoRequired for episode/transcript/insight modes
episodeIdnumbernoRequired for get-episode, get-transcript, get-insights
tickerstringnoSingle ticker for ticker-mentions
tickersstring[]noMultiple tickers to scan in one ticker-mentions call
startDatestringnoISO date; defaults to last 30 days for ticker-mentions
endDatestringnoISO date (inclusive)
transcriptFormatstringnojson | text (default: json)
includeRawAnalysisbooleannoInclude raw tagged analysis text (default: false)

Output

mode, podcasts[], episodes[], episode, executiveSummary, fullAnalysis, topics[], insights[], transcriptItems[] or transcriptText, tickerMentions[], metadata, message.

quant-metricsQuantitative Metricsread-only

Returns standardized quantitative metrics for one or more tickers from a natural-language query — historical actuals and forward estimates, valuation multiples (P/E, EV/EBITDA, Price/Book, FCF yield), market data (market cap, enterprise value), consensus estimates with dispersion, estimate revisions, and earnings surprises. All monetary values are in USD.

Inputs

ParameterTypeRequiredDescription
querystringyesNatural-language description of the financial metrics needed
tickersstring[]yesStock tickers to fetch data for

Output

tickers, notFound[], standardizedData, valuationMetrics, marketData, estimatesData, revisionsData, surprisesData, message.

readthroughsRead-Throughsread-only

Returns quotes from other companies' recent earnings calls and press releases that mention or link to a target ticker. Each read-through includes inferred impact direction and relationship context — useful for building a mosaic across the value chain.

Inputs

ParameterTypeRequiredDescription
tickerstringyesTarget ticker
lookBackDaysnumbernoDays to look back (default: 30)
sourceSectorsstring[]noFilter by source company sector
sourceMarketsstring[]noFilter by source market
sourceMarketCapstringnoLargeCap | MidCap | SmallCap
targetKindsstring[]nocustomer | supplier | competitor | partner

Output

ticker, filters, count, data[] { readthroughOrder, classification, topic, quote, citations[] }.

risksRisk Factorsread-only

Returns risk factors from a company's 10-K/10-Q filing. Mode 'new' returns risks classified as NEW or UPDATED in the specified filing. Mode 'active' returns the full active risk set through the resolved filing.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
modestringyesnew | active
yearnumbernoFiscal year (defaults to latest)
quarternumbernoQuarter (1–4)
documentIdnumbernoSpecific 10-K/10-Q document ID

Output

ticker, mode, period, documentId, count, risks[] { title, description, summary, category, severity, status }.

screener-statusScreener Statuswrite

Retrieves the latest running screener by default, or lists all screeners for the user, returning progress, final tickers, metrics, and optional per-company report content. When a screener has completed, pass watchlistName to save its results into a new watchlist.

Inputs

ParameterTypeRequiredDescription
conversationIdnumbernoScreener conversation ID; omit to resolve the latest
modestringnolatest | list (default: latest)
reportThresholdnumbernoScore threshold for including report content
includeReportsbooleannoInclude per-company reports in the response
reportTickersstring[]noOnly include reports for these tickers
watchlistNamestringnoSave completed results into a new watchlist (1–255 chars)

Output

mode, conversationId, query, refinedQuery, state, status { toolStats, latestStep, hasFinalResult }, list[], results[] { stockTicker, stockName, metrics[], reportContent }, tickers[], totalResults, finalMessage, savedWatchlist, watchlistMessage.

short-interestShort Interest Historyread-only

Fetches short-interest history (% of float, bi-monthly settlement data) for a single ticker over the trailing ~89 days. Bundles a renderHints block for drawing a step-after time-series chart. found is true only when the ticker resolved and the window has at least one point.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

found, ticker, unit, source, points[] { date, percentOfFloat }, renderHints, message.

stock-lookupStock Lookupread-only

Retrieves stock information by ticker symbol, Bloomberg ticker, Nasdaq ticker, or company name. Returns company metadata including ID, name, exchange, country, sector/industry classification, reporting frequency, and external data-provider identifiers. Ticker lookup tries an exact match then suffixed variants (e.g. MND_US); name search is fuzzy. Use it first to verify a ticker before calling other tools.

Inputs

ParameterTypeRequiredDescription
tickerstringnoExchange ticker (e.g. AAPL)
bloombergTickerstringnoBloomberg ticker
nasdaqTickerstringnoNasdaq ticker
namestringnoCompany name (fuzzy search)

Output

found, ticker/bloombergTicker/nasdaqTicker/query (echo of the term used), stock (single exact match) or stocks[] with count (name search / suffix fallback), message.

value-chainValue Chainread-only

Retrieves the ordered value-chain peer list for a ticker — the related companies (customers, suppliers, competitors, partners) as configured in pinegap for the authenticated user.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

ticker, topologyId, count, members[] { ticker, name, orderingIndex, type, subType, metadata }.

Synthesis(11 tools)

AI-powered analysis generated fresh from earnings transcripts, SEC filings, and financial data. These tools call third-party LLM providers (see the MCP Privacy Policy) and are rate-limited to 10 req/min.

capital-allocationCapital Allocationread-only

Analyzes capital allocation strategy covering liquidity, reinvestment, debt philosophy, shareholder returns (dividends/buybacks), and M&A approach. Grounded in the latest 10-K and proxy filing.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

ticker, content (markdown capital allocation analysis).

competitive-landscapeCompetitive Landscaperead-only

Generates a competitor identification and competitive landscape analysis from the latest 10-K/20-F filings. Covers market position, key differentiators, and competitive dynamics.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

ticker, content (markdown competitive landscape analysis).

earnings-previewEarnings Previewwrite

Generates a comprehensive pre-earnings analysis for an upcoming report. Combines consensus estimates and historical beat/miss patterns, recent news summarized by AI, and an AI-generated preview takeaway. Best used 1–2 weeks before an earnings call.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
generatebooleannoGenerate preview data and takeaway when the DB entry is missing (default: false — DB-only)
includeChartsbooleannoSkip the charts[] array (valuation revision and short-interest series) when false. Defaults to true

Output

ticker, basePeriod, upcomingPeriod, previewData (estimates, guidance, performance context), takeaway (AI narrative), takeawayStatus, newsRecap, conferenceTakeaways, competitorSnapshot, brokerRatingChanges, brokerEstimateChanges, charts.

executive-biosExecutive Profilesread-only

Generates detailed profiles for the C-Suite leadership team — synthesizing proxy statements, 8-K filings, and web research for background, tenure, and prior roles.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

ticker, summary (leadership team overview), data (executive and board profiles).

management-followupManagement Follow-Up Questionsread-only

Fetches management follow-up questions for the latest earnings call, grouped by thematic section (financial performance, operations, strategy, etc.). Useful for preparing for management meetings or building a monitoring framework.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

ticker, documentId, content (markdown follow-up questions grouped by section), year, quarter, half, documentType.

operating-metrics-commentaryOperating Metrics Commentaryread-only

Pulls verbatim management quotes from a single source document — the latest earnings call transcript, or the latest press release as a fallback — organised into 12 operational categories such as volume, pricing, retention, sales efficiency, capital allocation, and forward indicators. Every bullet is a direct excerpt; nothing is paraphrased or generated.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
yearnumbernoFiscal year
quarternumbernoQuarter
halfnumbernoHalf

Output

ticker, period, year, quarter, half, content (markdown with 12 bolded section headings of verbatim quotes), documentId, sourceDocumentType.

proxy-reviewProxy Reviewread-only

Generates a markdown proxy review covering board oversight and composition, ownership and voting control, executive compensation structure and performance linkage, and notable shareholder proposals. Grounded solely in DEF-14A filing text.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker
allowAnnualFallbackbooleannoFall back to 20-F/Annual Report if no DEF-14A (default: false)

Output

ticker, documentId, documentTypeUsed, content (markdown proxy review).

proxy-votingProxy Voting Mattersread-only

Summarizes the voting matters in a company's latest DEF 14A proxy statement — each proposal and the board's own stated position on it — for research. This is descriptive: it does not recommend how to vote and returns no AI vote recommendation.

Inputs

ParameterTypeRequiredDescription
tickerstringyesStock ticker

Output

ticker, documentId, eventDate, resultJson (per-proposal summary: proposal text, the board's stated position, and any web sources used — no recommended vote).

screener-startStart Screener Conversationwrite

Creates or continues an AI-powered screener conversation. Describe the investment criteria in natural language; the screener interprets them, may request follow-up answers via elicitation (or return questions to ask the user), and runs asynchronously. Poll screener-status with the returned conversationId for results.

Inputs

ParameterTypeRequiredDescription
querystringnoNatural-language screening criteria to start a new conversation
filtersobjectnoStructured universe filters: sectors, industries, documentTypes, marketCap { lt, gt }, markets, watchlistIds, alphaSearchId
conversationIdnumbernoContinue an existing conversation
followUpobjectnoArray of { question, answer } entries answering prior follow-up questions

Output

conversationId, needsFollowUp (boolean), questions[] (if follow-up needed), status { state, toolStats, latestStep, hasFinalResult }, message. Poll screener-status with the conversationId for results.

sentiment-analysisSentiment Analysisread-only

Tracks how management sentiment around specific keywords shifts across consecutive earnings calls, for one or more tickers at once. Compares the current and previous periods to surface changes in tone, emphasis, confidence, and language, with verbatim supporting excerpts. Omit keywords to return each ticker's stored curated keyword set.

Inputs

ParameterTypeRequiredDescription
tickersstring[]yesStock tickers to analyze sentiment for
keywordsstring[]noKeywords to track across the tickers; omit to fetch each ticker's curated keyword set
yearnumbernoFiscal year
quarternumbernoQuarter
halfnumbernoHalf
generatebooleannoGenerate keywords not yet stored in the background (default: true); set false to only look up stored sentiment

Output

results[] { ticker, period, status, sentimentByKeyword{} (change, managementConfidence, managementLanguage, changeReason with citations), pendingKeywords[], missingKeywords[], keywordSources }, message.

unusual-disclosureUnusual Disclosureread-only

Detects unusual, novel, escalated, or suppressed management disclosures by comparing the latest earnings call or press release against prior periods, for one or more tickers at once. An AI pass surfaces disclosures that are newly added, escalated, withdrawn, or downgraded.

Inputs

ParameterTypeRequiredDescription
tickersstring[]yesStock tickers to analyze
documentTypesstring[]noSource document types (Earnings call, Press Release). Omit to analyze whichever is most recent (one row per ticker); provide one or both for a row per ticker per type

Output

results[] { ticker, status, eventDate, documentType, period, resultJson { new_and_escalated[], withdrawn_and_suppressed[], disclosure_balance_assessment }, message }.

System(1 tools)

Server diagnostics and connectivity verification.

healthHealth Checkread-only

Verifies the MCP server is running and its database connection is active. Use to diagnose connectivity issues before making other requests.

Output

status (ok | degraded | error), dbConnected, timestamp, version.

Watchlists(4 tools)

Create and manage saved watchlists of tickers.

watchlist-createCreate Watchlistwrite

Creates a new watchlist for the current user with an optional initial set of tickers. When enableNotifications is true, all supported stock-level notifications are turned on for each added ticker.

Inputs

ParameterTypeRequiredDescription
namestringyesWatchlist name (1–255 characters)
enableNotificationsbooleannoEnable all supported stock-level notifications for each added ticker (default: false)
tickersstring[]noInitial tickers to add

Output

watchlist { id, name, tickers[] }, created.

watchlist-listList Watchlistsread-only

Returns all watchlists for the current user. Optionally supply documentTypes to enrich each ticker with the latest release date for the selected document types.

Inputs

ParameterTypeRequiredDescription
documentTypesstring[]noOptional multi-select list of document types; when provided, each ticker is returned with its latest release date per type

Output

watchlists[] { id, name, tickers[] }, count. When documentTypes is supplied, each ticker becomes an object with ticker and latestReleaseDates.

watchlist-updateUpdate Watchlistwrite

Updates an existing watchlist's name and/or ticker list for the current user. Supplying tickers replaces the entire existing ticker list.

Inputs

ParameterTypeRequiredDescription
watchlistIdnumberyesWatchlist ID from watchlist-list
namestringnoNew name for the watchlist (1–255 characters)
tickersstring[]noNew full ticker list (replaces existing)

Output

watchlist { id, name, tickers[] }, updated.

watchlist-deleteDelete Watchlistwrite

Deletes one of the current user's watchlists, removing it and its stocks from all views. The default watchlist and agent-managed watchlists cannot be deleted, and a watchlist that does not exist or belongs to another user returns a not-found error.

Inputs

ParameterTypeRequiredDescription
watchlistIdnumberyesID of the watchlist to delete

Output

watchlistId, deleted.

Error Codes

All errors follow a standard envelope: { error: true, code: string, message: string }

CodeDescription
VALIDATION_ERROROne or more input fields failed validation
MISSING_REQUIRED_FIELDA required input field was not provided
INVALID_FIELD_VALUEA field value is outside the allowed range or format
CONFLICTING_PARAMETERSTwo supplied parameters are mutually exclusive
NOT_FOUNDThe requested resource could not be found
STOCK_NOT_FOUNDNo stock matching the supplied ticker or name was found
DOCUMENT_NOT_FOUNDThe requested document does not exist in pinegap's database
PERIOD_NOT_FOUNDNo data exists for the specified fiscal period
EXTERNAL_SERVICE_ERRORUpstream data provider returned an error
DATABASE_ERRORInternal database query failed
AI_SERVICE_ERRORLLM or AI synthesis step failed
S3_ERRORFile storage retrieval failed
RATE_LIMITEDRequest rate limit exceeded — retry after the indicated delay
INTERNAL_ERRORUnexpected server error
UNKNOWN_ERRORAn unclassified error occurred

Troubleshooting

ProblemFix
Can't sign in after OAuth redirectEnsure your account is active on app.pinegap.ai
401 UnauthorizedToken missing, expired, or malformed — re-authenticate
403 ForbiddenAccount not recognised — contact support@pinegap.us
RATE_LIMITED errorAI synthesis tools cap at 10 req/min. Wait and retry.
STOCK_NOT_FOUND for a valid tickerTry stock-lookup first to verify the exact ticker in pinegap's database
DOCUMENT_NOT_FOUNDUse latest-period to confirm the period exists before calling document tools

Support

Questions or access issues? Email support@pinegap.us.

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