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Quantral Stock Sentiment

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Stock sentiment scores, monthly recaps and the mentions behind them, from sources Quantral tracks. People sign in with OAuth and a Quantral subscription (7-day free trial). Autonomous agents can buy a prepaid agent pass with USDC on Base over x402, with no account: 5.99 USDC for 7 days or 14.99 USDC for 30 days, for personal, non-commercial use. Instructions and a free sample: https://app.quantral.com/llms.txt

Ownership verified
Status
Healthy
Uptime
100.0% over the last 24 hours
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
Quantral

TDQS

A3.9/5.0

Scored across 18 tools

Disambiguation4/5

Each tool has a distinct resource scope: company score vs. underlying signals, stories list vs. single story, top authors vs. single author, strategy list vs. detail vs. changes, and top signals vs. industry scores are all clearly separated by their descriptions. The only mild overlaps are get_company_recaps vs. get_stories (monthly company recaps vs. chatter bursts) and get_company_signals vs. get_story (posts behind a company vs. posts behind a story), but the descriptions give enough context to pick correctly.

Naming Consistency5/5

The set uses a consistent verb_noun pattern almost throughout (get_company_*, get_author, get_story/get_stories, get_strategy*, get_top_*), with only list_strategies and search_companies deviating, and those deviations are semantically appropriate (listing a collection, searching). Prefixes are consistently snake_case with no mixed conventions.

Tool Count4/5

At 18 tools the surface is slightly heavy for the 3-15 sweet spot, but the domain genuinely spans companies, authors, strategies, stories, events, watchlists, lobbying and patents, and each tool earns its place with a distinct scope. No obvious redundant tools inflate the count.

Completeness4/5

Coverage of the read-only analytics domain is broad: company profile/score/signals/recaps, author lookup and rankings, strategies with changes, stories, events, industry scores and company search. The main gaps are mutation operations for the watchlist (only get_watchlist exists, no add/remove) and no way to list an author's individual posts, but agents can largely work around these.

Publisher details

Operator
Mayako LTD (Quantral)
Operator website
https://quantral.com
Vendor relationship
First-party
Trust center
Not available
Restrictions
Full results need a Quantral subscription (7-day free trial). Accounts without one get a limited preview.

Available Tools

18 tools
get_authorAuthor track recordA
Read-onlyIdempotent
Inspect

Looks up one tracked author (an X account, YouTube speaker, Substack writer and so on) by handle or name and returns their tier, graded predictions, hit rate and the companies they talk about most, with each company's own record. Hit rates are past graded predictions on Quantral, not a forecast of future accuracy, and not investment advice.

Inputs: query (required).

get_company_lobbyingFederal lobbyingA
Read-onlyIdempotent
Inspect

Returns a company's US federal lobbying from public Lobbying Disclosure Act reports: spend by quarter (the company's own report already includes its outside firms' fees), the latest complete quarter with its change against the same quarter a year earlier, and the most recent reports with who filed them (the company or an outside lobbying firm), the amount and the issue areas. Lobbying is shown for context only: it is not part of the Quantral score and is not investment advice.

Inputs: ticker (required), limit.

get_company_patentsUS patentsA
Read-onlyIdempotent
Inspect

Returns a company's most recent US patent grants from the USPTO, newest first, each with the patent number, title and grant date. Patents are shown for context only: they are not part of the Quantral score and are not investment advice.

Inputs: ticker (required), limit.

get_company_profileCompany profileB
Read-onlyIdempotent
Inspect

Returns a company's basics: description, sector and industry, headquarters, listings, market cap, shares outstanding, dividend yield, and price returns over 1 week, 1 month, year to date and 1 year, with the 52-week range. Facts, not a recommendation.

Inputs: ticker (required).

get_company_recapsMonthly recapsA
Read-onlyIdempotent
Inspect

Returns month-by-month recaps of the tracked conversation around one company, newest first, each with a summary and that month's score, tier and post count. The response includes a nextCursor for older months (null when there are none). Recaps summarize what people said, not what the stock will do, and are not investment advice.

Inputs: ticker (required), limit, cursor.

get_company_scoreCompany signal strengthA
Read-onlyIdempotent
Inspect

Returns one company's Quantral social-conversation signal score for the 24h and the 7d window, each with a tier word (Exceptional, Strong, Moderate, Weak, Negative), plus the latest explanation and price, and the chips the company page shows when they apply: the signal insight (for example Turned positive or Split views, with how many trusted voices lean each way today), insider buying in the last 30 days and high volatility. The score measures the strength and credibility of market conversation across tracked public sources; it is not a price prediction, price target or investment recommendation. A null score means no tracked mentions in that window, which is different from a low score.

Inputs: ticker (required).

get_company_signalsCompany mentionsA
Read-onlyIdempotent
Inspect

Returns the individual posts and filings behind a company's score: the most recent tracked mentions (up to 50), newest first, each with its sentiment, an excerpt, the source and the author's track record where known. A Reddit thread is one mention: the post, with the replies that mention the company nested under it in comments (commentCount gives the total). An item marked threadOnly is a post that did not mention the company itself; only its comments did, so it carries no sentiment of its own. The optional month (YYYY-MM) scopes results to one calendar month. Korean broker research notes (sourceType telegram) carry the firm's rating and target price; they do not feed the score. Excerpts are the opinions of their authors, not facts or advice.

Inputs: ticker (required), month.

get_industry_scoresSector and industry scoresA
Read-onlyIdempotent
Inspect

Returns sectors or industries ranked by the average 24h signal strength of their companies, each with its tier word and how many companies have chatter. Not a price prediction or investment advice.

Inputs: level, limit.

get_storiesStoriesA
Read-onlyIdempotent
Inspect

Returns the stories Quantral wrote about what people are posting: short summaries of a burst of chatter around one company or a pair of companies, refreshed every two hours. Each story has a headline, a two to three sentence summary, a kind, the companies, the most active authors, the post and source counts and a link. Kind is computed from the posts: New (no chatter in the week before), Divided (both positive and negative posts at 35% or more), Rising (half the posts in the last six hours) or Trending. Without a week, returns this week's stories, the current ones first. With a week, returns the stories of the Monday to Sunday week holding that date, newest first. Stories summarise chatter; they are not news reports or investment advice.

Inputs: week.

get_storyStoryA
Read-onlyIdempotent
Inspect

Returns one story by its id with the posts and filings behind it: the tracked mentions of the story's companies since the story's window began, newest first, 20 at a time, each with its sentiment, an excerpt, the source and the author's track record where known. The response includes a nextCursor for older posts (null when there are none). Excerpts are the opinions of their authors, not facts or advice.

Inputs: id (required), cursor.

get_strategyStrategyA
Read-onlyIdempotent
Inspect

Returns one Quantral strategy in detail: the plain summary and caveats, what it is based on, the current list of stocks (which are new this update and each one's move since it joined), the names dropped in the latest update, the next update date, and key stats. Strategies are tracked model portfolios built by fixed rules, not recommendations or investment advice; live and backtest records are reported separately. Returns are before trading costs.

Inputs: slug (required).

get_strategy_changesStrategy changesA
Read-onlyIdempotent
Inspect

Returns which stocks were added to and dropped from a Quantral strategy's list. Without since, it covers the latest update (added and dropped versus the list before). With since (YYYY-MM-DD), it returns the net difference between the list as of that date and the current list, so a name that was added and dropped again in between does not appear. Added names carry their move since they joined; dropped names carry how they did while in the list (pending until their last week is scored). Strategies are tracked model portfolios built by fixed rules, not recommendations; these are changes to the list, not trades.

Inputs: slug (required), since.

get_top_authorsTop authorsA
Read-onlyIdempotent
Inspect

Ranks the voices with the best verified track record on Quantral: individual authors across X, Reddit, Substack and YouTube, plus crowd sources such as a subreddit counted as one voice. Each entry has the handle, platform, tier (Elite, Proven, Emerging), the number of graded positions, the verified hit rate, recent activity and a link. The trusted list needs at least 50 graded positions to rank; the earning-trust list holds voices still building a record. Hit rates reflect past graded positions, not a forecast. Returns 10 by default, up to 50.

Inputs: sort, limit, section.

get_top_signalsTop signalsA
Read-onlyIdempotent
Inspect

Ranks the companies with the strongest and most credible market conversation by Quantral's social-conversation signal score (0-100) for a 24h or 7d window, highest first. Each entry has the score, a tier word (Exceptional, Strong, Moderate, Weak, Negative), a short explanation, the latest price and a link. The score measures the strength and credibility of conversation across tracked public sources; it is not a price prediction or an investment recommendation. Returns 5 companies by default, up to 50.

Inputs: limit, window.

get_upcoming_eventsUpcoming eventsA
Read-onlyIdempotent
Inspect

Returns upcoming corporate events: earnings (before open or after close), ex-dividend dates, splits and investor days, soonest first. With a ticker, one company's events; without one, a list across the companies in the scope: top (the names with the strongest chatter now), watchlist (the signed-in account's watchlist) or all. Dates are US market dates.

Inputs: days, limit, scope, ticker.

get_watchlistYour watchlistA
Read-onlyIdempotent
Inspect

Returns the signed-in user's own watchlist on Quantral: each company with its 24h and 7d signal score and tier word. A null score means no tracked mentions in that window, not a low score.

Inputs: no named parameters.

list_strategiesStrategiesA
Read-onlyIdempotent
Inspect

Lists the strategies (model portfolios) Quantral tracks, each with its slug, how often it updates, what it holds, the live record and the hypothetical backtest as separate records, the date of the latest list and the next update. Strategies are tracked model portfolios built by fixed rules, not recommendations or investment advice; live and backtest records are reported separately. Returns are before trading costs.

Inputs: no named parameters.

search_companiesSearch companiesA
Read-onlyIdempotent
Inspect

Matches the companies Quantral covers by name or ticker prefix and returns up to 10, each with its primary ticker, name, country, a short description and a link. An empty result means the company is not covered. Results carry no scores.

Inputs: query (required).

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