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Evidence-backed capital-change intelligence and sourced financial data for AI agents

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Unhealthy
Last Tested
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Streamable HTTP
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Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 1 tool update
    • Changedfund.holdings.as_of2 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • changedInput schema / properties / as_of / description
        Previous value: -"ISO date, e.g. '2023-06-30' — holdings as known on this date"New value: +"ISO date or timestamp. A date such as 2023-06-30 includes that full UTC day (through 23:59:59.999Z); a timestamp must include Z or an explicit UTC offset."
  2. 1 tool update
    • Changedcapital_rotation1 field changed
      • changedInput schema / properties / weight_by / description
        Previous value: -"fund_quality (default) weights each fund's flow by a price-free smart-money quality score (concentration, selectivity, AUM growth, insider co-buy) so index/market-maker money counts less; equal treats every filer the same."New value: +"fund_quality (default) weights each fund's flow by a price-free focus score (breadth-adjusted top-10 focus, reported book growth, evidence-adjusted insider co-buy) after taxonomy exclusions; equal treats every included filer the same."
  3. 2 tool updates
    • Addedcapital_change_brief
    • Changedfeedback.submit4 fields changed
      • addedInput schema / properties / brief_id
        Added value: +{
        +  "description": "The exact brief_id returned by capital_change_brief",
        +  "pattern": "^ccm_[a-f0-9]{64}$",
        +  "type": "string"
        +}
      • addedInput schema / properties / ticker
        Added value: +{
        +  "description": "The ticker from the brief",
        +  "pattern": "^[A-Za-z][A-Za-z0-9./-]{0,14}$",
        +  "type": "string"
        +}
      • addedInput schema / properties / verdict
        Added value: +{
        +  "description": "The user's explicit verdict, never an agent inference",
        +  "enum": [
        +    "useful",
        +    "missing"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / workflow
        Added value: +{
        +  "description": "Set to capital_change_brief when recording an explicit verdict for that workflow",
        +  "enum": [
        +    "capital_change_brief"
        +  ],
        +  "type": "string"
        +}
  4. 1 tool update
    • Changedevents.latest1 field changed
      • changedInput schema / properties / form / description
        Previous value: -"SEC form type, e.g. '4' (insider). Omit for all."New value: +"SEC form type. '4' (insider Form 4) is what's carried today; omit for all carried forms."
  5. 1 tool update
    • Changedcopy.leaderboard2 fields changed
      • changedInput schema / properties / sort / description
        Previous value: -"aum = biggest book (default), active = most recently filed, followers = most followed"New value: +"aum = biggest book (default), active = most recently filed, followers = most followed, return = best filed-date 13F clone track record"
      • changedInput schema / properties / sort / enum
        Previous value: -[
        -  "aum",
        -  "active",
        -  "followers"
        -]New value: +[
        +  "aum",
        +  "active",
        +  "followers",
        +  "return"
        +]
  6. 4 tool updates
    • Addedcapital_rotation
    • Addedget_smart_money_leaderboard
    • Addedget_ticker_confluence
    • Addedinsider.filing
  7. 5 tool updates
    • Addedclinicaltrials.search
    • Addedcongress.trades
    • Addedfda.approvals
    • Addedfda.recalls
    • Addedpharma.resolve
  8. 2 tool updates
    • Addedcopy.leaderboard
    • Addedcopy.target.get
  9. 25 tool updates
    • First observedaccount.balance
    • First observedcongress.disclosures.list
    • First observedcongress.member.search
    • First observeddivergence.scan
    • First observedevents.latest
    • First observedfeedback.submit
    • First observedfund.holdings
    • First observedfund.holdings.as_of
    • First observedfund.holdings.diff
    • First observedfund.list
    • First observedfund.position.history
    • First observedinsider.clusters
    • First observedinsider.company
    • First observedinsider.transactions
    • First observedmacro.series.get
    • First observedmacro.series.search
    • First observedpredictionmarket.list
    • First observedpredictionmarket.quote
    • First observedprovenance.get
    • First observedsearch
    • First observedsignal.confluence
    • First observedsignal.crowding
    • First observedstock.owners
    • First observedwatchlist.poll
    • First observedwatchlist.poll.live

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TDQS

A3.9/5.0
Disambiguation4/5

Most tools have clearly distinct purposes, such as fund.holdings vs fund.holdings.as_of vs fund.holdings.diff, which are well-differentiated. However, signal.confluence and get_ticker_confluence overlap in providing multi-source confluence, though their descriptions note differences (one includes capital rotation, the other can rank market-wide). This minor ambiguity prevents a perfect score.

Naming Consistency3/5

Naming conventions are mixed: many use dot notation (e.g., account.balance, clinicaltrials.search), but some use underscores (e.g., get_smart_money_leaderboard, get_ticker_confluence) and one is a single word (search). While patterns are recognizable, the inconsistency can be confusing for an agent predicting tool names.

Tool Count3/5

With 37 tools covering domains from SEC filings to FDA approvals, the count is on the higher side but justifiable for a comprehensive financial data platform. It feels slightly heavy, but each tool serves a distinct function within its domain, so it is not excessive.

Completeness4/5

The tool set covers the core domain thoroughly: fund holdings, insider trading, congressional trades, prediction markets, FDA data, clinical trials, macro series, and cross-signal confluences. Minor gaps exist (e.g., no direct stock price tools, but these are intentionally excluded as 'price-free'). Overall, the surface is well-suited for its stated purpose of providing informed finance signals.

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