Honest, data-backed track records for the US-stock callers we follow on X — plus an AI research assistant.
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Last probed Nov 3, 2026 · mcp.koalcheck.com
22tools discovered
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Explore capabilities (22)
read 1
other 21
Analyst
5
Ticker
2
Other capabilities
15
Analyst Views
other
analyst_views
★ CORE. Fetch the recent views of specific X analysts/KOLs by handle.
The user names the analysts they follow (e.g. ["DeItaone", "unusual_whales"]).
Optionally focus on one `ticker`. Returns, per analyst: overall stance, which
tickers they're talking about, and their recent points.
Present this to the user as a SUMMARY in your own words ("最近 @X 看好…") —
do NOT reproduce the original tweets verbatim. Attribute each view to its handle.
Analyst Views — ★ CORE. Fetch the recent views of specific X analysts/KOLs by handle.
The user names the analysts they follow (e.g. ["DeItaone", "unusual_whales"]).
Optionally focus on one `ticker`. Returns, per analyst: overall stance, which
tickers they're talking about, and their recent points.
Present this to the user as a SUMMARY in your own words ("最近 @X 看好…") —
do NOT reproduce the original tweets verbatim. Attribute each view to its handle.
Analyst Debate — ★ CORE. Compare several analysts' takes on ONE ticker and surface the clash.
Groups the named analysts into bull / bear / neutral camps and returns their
points so you can construct each side's case (paraphrased), then judge whether
BOTH opposing views are internally reasonable, what evidence would settle it,
and where they talk past each other. Balanced analysis, not a recommendation.
Search X — Search X with full operators (e.g. '$AAPL lang:en -is:retweet', 'from:handle').
General-purpose X search with sentiment scoring; use `analyst_views` when the
user cares about specific accounts. Summarize results; don't echo tweets verbatim.
Ticker Social Sentiment — Blended retail sentiment for a ticker across X, StockTwits, and Reddit.
Use this to corroborate (or challenge) an analyst's view with the broader crowd.
`sources` defaults to all three.
Stocktwits Symbol — Recent StockTwits posts for a ticker with author-tagged bull/bear labels.
Trending Tickers — Tickers currently trending on StockTwits (a retail-attention radar).
Reddit Attention — WSB retail-attention for a ticker: mention count, rank, and 24h momentum.
Backed by ApeWisdom (reliable). A sharp jump in mentions/rank = a retail-
attention spike — often a contrarian/risk flag, not a buy signal.
Score Ticker — ★ COMPOSITE (Pro). One signed score (−100 bearish … +100 bullish) that blends the
analysts who called this ticker — each vote WEIGHTED BY THEIR TRACK RECORD (the
moat) — with SEC insider buying/selling and free retail (StockTwits) sentiment.
Shows a transparent per-component breakdown + coverage + confidence; absent
components are renormalized away (not treated as neutral). FREE — reads stored
analyst calls + free SEC/StockTwits (run analyst_views on your analysts first to
fill the analyst leg)
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
What is the KoalCheck — Honest KOL track records MCP server?
Honest, data-backed track records for the US-stock callers we follow on X — plus an AI research assistant.
How do I connect KoalCheck — Honest KOL track records to my AI agent?
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
How many tools does KoalCheck — Honest KOL track records provide?
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Screen Stocks — ★ SCREENER (Pro). Rank a universe of tickers by the composite score.
source: 'analysts' (tickers your followed analysts have called — ranked by who's
been RIGHT) | 'trending' (StockTwits + WSB retail-hot tickers) | or pass an
explicit `universe=[...]`.
mode: 'bullish' (highest composite first — multi-signal confluence) | 'divergence'
(crowd hyped but smart money — insiders + accurate analysts — isn't; a caution/
short-watch list). FREE data (no paid X). Analytics, not advice.
Material Events — ★ SEC 8-K — recent MATERIAL EVENTS (earnings, exec changes, M&A, restatements).
Catalysts that should move or confirm an analyst's thesis, point-in-time by filing
date. Item codes are mapped to plain language (2.02=earnings, 5.02=exec change,
4.02=restatement red flag, 7.01=guidance…). Free, keyless. Not advice.
Short Volume — SEC/FINRA short-sale VOLUME % for a ticker (last few trading days).
Heavy short volume = selling pressure or a squeeze setup (direction-ambiguous).
This is daily short VOLUME (flow), NOT short INTEREST (outstanding). Free. Not advice.
Fundamentals — ★ SEC fundamentals — is the company actually growing & profitable?
Latest annual revenue + YoY growth, net income, net/gross margin from SEC XBRL
(keyless, point-in-time by filing date). Use it to check whether an analyst's
'accelerating growth' narrative matches the reported numbers. FREE. Not advice.
Insider Activity — ★ SEC Form 4 — are company INSIDERS buying or selling this ticker?
Open-market purchases/sales by officers, directors, and 10% owners (Section 16),
point-in-time and KEYLESS from SEC EDGAR. Corroborates an analyst's view:
"analyst bullish AND insiders buying" = high conviction; "analyst bullish BUT
insiders dumping" = a contradiction worth flagging. Free. Analytics, not advice.
Wsb Trending — Most-mentioned tickers on r/wallstreetbets right now (retail-attention radar, via ApeWisdom).
Analyst Profile — ★ ANTI-IMPOSTOR. Is this account the REAL, credible analyst — or a copycat?
Returns the account's authenticity signals (verified, followers, account age,
post count) and a credibility score (0-100) + label (high/medium/low-possible-
impostor), plus its PERMANENT account id and any same-name accounts we've seen
(so a user searching e.g. "Serenity" can tell the real @aleabitoreddit from a
1-tweet impostor). Needs the analyst to have been fetched once (analyst_views)
so we hold their profile signa
Analyst Track Record — ★ MOAT (Pro). How ACCURATE has this analyst been? Scores their past calls against
what the stock actually did vs the market (SPY).
Resolves the @handle to the analyst's permanent account id (rename-proof),
extracts scorable calls from stored tweets, evaluates each against historical
prices at 1/5/21-day horizons (benchmark-adjusted abnormal return, point-in-
time), and returns a scorecard: hit-rate + average abnormal return per horizon,
how many posts were actual calls vs just news, and a sampl
Analyst Recent Calls — What has this analyst called LATELY? Their most-recent STORED calls — ticker +
direction (bullish/bearish) + date + a link to the original post (and a short
snippet of it). PURE READ of already-stored data (no live fetch, no X cost): this
is 'their recent views as we recorded them', distinct from analyst_track_record
(how ACCURATE they've been) and from a live timeline pull. Resolve a fuzzy
name/nickname to a @handle with resolve_analyst first. Analytics, not advice.
SECURITY: each call's `text
Ticker Call History — Which analysts called this ticker, and were they right? Lists stored calls
on the ticker with each call's benchmark-adjusted outcome at the given horizon.
Analytics, not advice.
Tweet Store Stats — Stats on the persisted tweet database (the durable, queryable record).
Every analyst tweet fetched is stored with timestamp, tickers, sentiment, and
media (image/video URLs). This is the backing data for provenance and for the
analyst track-record features.
Quote — Live price + volume + turnover (换手率) + market cap + basic valuation for a ticker.
Returns last price & % change, day open/high/low, volume + 10-day avg volume,
turnover_pct (换手率 = volume ÷ shares outstanding), market cap, 52-week range, and
best-effort trailing/forward P/E + P/S + sector. Intraday values are delayed ~15m.
FREE (yfinance) — does NOT consume the daily live-fetch quota. Pair with score_ticker
/ fundamentals / analyst_track_record for the full picture.
Leaderboard — The honest track-record leaderboard — who has ACTUALLY been right (priced vs SPY).
Reads the daily honest board (21d hit-rate, Wilson 95% CI, bull/bear split, cross-regime
flag, point-in-time vs SPY). `view`:
• 'proven' — PROVEN tier (Wilson-CI lower bound > 0.5 + cross-regime); the trust core
• 'fade' (反指) — reliably WRONG (Wilson-CI upper bound < 0.5) — a CONTRARIAN signal, not a buy list
• 'cross_regime' — PROVEN across multiple market regimes (most robust)
• 'all' —
My Account — YOUR membership tier + today's live-fetch quota for THIS connection.
Tells you the plan you're authenticated as (free / pro), how many of today's
shared live-fetch pulls you've used (real-time search / view refresh / debate /
x-sentiment all draw from one daily pool), and that DB-read tools are uncapped.
Reflects ONLY your own account — never any global / operator data. Sign in via
OAuth browser-login or a kc_ member key to be recognized as a member.
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