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Glama
JerBouma

Finance Toolkit

breadth

Read-onlyIdempotent

Compute market-wide technical indicators (McClellan Oscillator, OBV, Advance/Decline Line, Chaikin, TRIN, new highs/lows) directly from ticker price data.

Instructions

Market breadth technical indicators (McClellan Oscillator, OBV, Advance/Decline Line, Chaikin, TRIN, new highs and lows). Applied to price data automatically — no need to fetch prices first. TRIN treats the given tickers as one market, so every column holds the same value; pass the market's constituents for a meaningful figure. Requires tickers='AAPL' — use comma-separated values for multiple tickers.

Input Schema

NameRequiredDescriptionDefault
lagNoNumber of periods to lag when computing growth rates.
limitNoThe rows to return, like head and tail: 5 for the first five, -5 for the last five (the most recent of a time series). A table with its periods as columns (financial statements, ratios) keeps its first or last periods instead. For ETF holdings the largest (or, negative, the smallest) by weight, and for a list (e.g. news or a screener) its length.
growthNoReturn period-over-period growth rates instead of absolute values.
periodNoObservation frequency, e.g. 'daily', 'weekly', 'monthly', 'quarterly', or 'annual' (supported values differ per method).daily
windowNoThe number of periods the indicator looks back over, e.g. 14 or 20. Leave unset to use the default of the indicator you selected. Defaults are 14 for get_ease_of_movement; 20 for get_chaikin_money_flow; 252 for get_new_highs_new_lows.
tickersNoComma-separated ticker symbols, e.g. 'AAPL,MSFT,GOOGL'.
end_dateNoEnd of the date range in YYYY-MM-DD format.2026-10-14
indicatorYesName of the specific metric to calculate, one of the listed values. Required — search_metrics finds the indicator (and its tool) for a metric by name.
quarterlyNoReturn quarterly data instead of annual when True.
start_dateNoStart of the date range in YYYY-MM-DD format.2021-10-15
long_windowNoNumber of periods for the long-term moving average.
standardizeNoReturn the Z-Score (standard score) instead of the raw values, i.e. how many standard deviations each value is from the mean of its own series. When combined with growth=True, the growth values are standardized instead of the raw values.
start_valueNoThe index value to start the series at.
close_columnNoFor get_mcclellan_oscillator, get_advancers_decliners, get_trin, get_new_highs_new_lows: The name of the column containing the close prices. For get_on_balance_volume, get_accumulation_distribution_line, get_chaikin_oscillator, get_chaikin_money_flow, get_ease_of_movement, get_negative_volume_index, get_positive_volume_index: The column name for closing prices in the historical data.Adj Close
short_windowNoNumber of periods for the short-term moving average.
show_columnsNoComma-separated names to filter the output. For historical data use the key names visible in any response record (e.g. 'Close,Volume,Return'). For financial statements use the 'metric' field values from the response (e.g. 'Revenue,Net Income,EBITDA'). Call the tool once without this parameter to see all available names, then repeat with show_columns to reduce response size and token usage.
volume_divisorNoScaling constant applied to volume so that the Box Ratio (and therefore EMV) stays in a readable range regardless of an asset's typical share volume.
long_ema_windowNoThe window size for the long-term EMA.
benchmark_tickerNoTicker used as the market benchmark, e.g. 'SPY' or '^GSPC'.SPY
short_ema_windowNoThe window size for the short-term EMA.

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed37 schema fields changedv2.2.3
    • removedInput schema / properties / benchmark_ticker / title
      Removed value: -"Benchmark Ticker"
    • changedInput schema / properties / close_column / description
      Previous value: -"Value for close_column."New value: +"For get_mcclellan_oscillator, get_advancers_decliners, get_trin, get_new_highs_new_lows: The name of the column containing the close prices. For get_on_balance_volume, get_accumulation_distribution_line, get_chaikin_oscillator, get_chaikin_money_flow, get_ease_of_movement, get_negative_volume_index, get_positive_volume_index: The column name for closing prices in the historical data."
    • removedInput schema / properties / close_column / title
      Removed value: -"Close Column"
    • changedInput schema / properties / end_date / default
      Previous value: -"2026-10-02"New value: +"2026-10-14"
    • removedInput schema / properties / end_date / title
      Removed value: -"End Date"
    • removedInput schema / properties / growth / title
      Removed value: -"Growth"
    • changedInput schema / properties / indicator / description
      Previous value: -"Name of the specific metric to calculate, e.g. 'get_asset_turnover_ratio'. Required — omitting it returns the list of available indicators."New value: +"Name of the specific metric to calculate, one of the listed values. Required — search_metrics finds the indicator (and its tool) for a metric by name."
    • removedInput schema / properties / indicator / title
      Removed value: -"Indicator"
    • addedInput schema / properties / lag / anyOf
      Added value: +[
      +  {
      +    "type": "integer"
      +  },
      +  {
      +    "items": {
      +      "type": "integer"
      +    },
      +    "type": "array"
      +  }
      +]
    • removedInput schema / properties / lag / title
      Removed value: -"Lag"
    • removedInput schema / properties / lag / type
      Removed value: -"integer"
    • addedInput schema / properties / limit
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "integer"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "description": "The rows to return, like head and tail: 5 for the first five, -5 for the last five (the most recent of a time series). A table with its periods as columns (financial statements, ratios) keeps its first or last periods instead. For ETF holdings the largest (or, negative, the smallest) by weight, and for a list (e.g. news or a screener) its length."
      +}
    • changedInput schema / properties / long_ema_window / description
      Previous value: -"Value for long_ema_window."New value: +"The window size for the long-term EMA."
    • removedInput schema / properties / long_ema_window / title
      Removed value: -"Long Ema Window"
    • changedInput schema / properties / long_window / description
      Previous value: -"Value for long_window."New value: +"Number of periods for the long-term moving average."
    • removedInput schema / properties / long_window / title
      Removed value: -"Long Window"
    • changedInput schema / properties / period / description
      Previous value: -"Observation frequency, e.g. 'monthly', 'quarterly', or 'annual'."New value: +"Observation frequency, e.g. 'daily', 'weekly', 'monthly', 'quarterly', or 'annual' (supported values differ per method)."
    • removedInput schema / properties / period / title
      Removed value: -"Period"
    • removedInput schema / properties / quarterly / title
      Removed value: -"Quarterly"
    • changedInput schema / properties / short_ema_window / description
      Previous value: -"Value for short_ema_window."New value: +"The window size for the short-term EMA."
    • removedInput schema / properties / short_ema_window / title
      Removed value: -"Short Ema Window"
    • changedInput schema / properties / short_window / description
      Previous value: -"Value for short_window."New value: +"Number of periods for the short-term moving average."
    • removedInput schema / properties / short_window / title
      Removed value: -"Short Window"
    • removedInput schema / properties / show_columns / title
      Removed value: -"Show Columns"
    • removedInput schema / properties / standardize / title
      Removed value: -"Standardize"
    • changedInput schema / properties / start_date / default
      Previous value: -"2021-10-03"New value: +"2021-10-15"
    • removedInput schema / properties / start_date / title
      Removed value: -"Start Date"
    • changedInput schema / properties / start_value / description
      Previous value: -"Value for start_value."New value: +"The index value to start the series at."
    • removedInput schema / properties / start_value / title
      Removed value: -"Start Value"
    • addedInput schema / properties / tickers / anyOf
      Added value: +[
      +  {
      +    "type": "string"
      +  },
      +  {
      +    "items": {
      +      "type": "string"
      +    },
      +    "type": "array"
      +  }
      +]
    • removedInput schema / properties / tickers / title
      Removed value: -"Tickers"
    • removedInput schema / properties / tickers / type
      Removed value: -"string"
    • changedInput schema / properties / volume_divisor / description
      Previous value: -"Value for volume_divisor."New value: +"Scaling constant applied to volume so that the Box Ratio (and therefore EMV) stays in a readable range regardless of an asset's typical share volume."
    • removedInput schema / properties / volume_divisor / title
      Removed value: -"Volume Divisor"
    • changedInput schema / properties / window / description
      Previous value: -"Value for window. Leave unset to use the default of the indicator you selected. Defaults are 14 for get_ease_of_movement; 20 for get_chaikin_money_flow; 252 for get_new_highs_new_lows."New value: +"The number of periods the indicator looks back over, e.g. 14 or 20. Leave unset to use the default of the indicator you selected. Defaults are 14 for get_ease_of_movement; 20 for get_chaikin_money_flow; 252 for get_new_highs_new_lows."
    • removedInput schema / properties / window / title
      Removed value: -"Window"
    • removedInput schema / title
      Removed value: -"breadthArguments"
  2. Changed2 schema fields changedv2.2.1
    • changedInput schema / properties / end_date / default
      Previous value: -"2026-08-19"New value: +"2026-10-02"
    • changedInput schema / properties / start_date / default
      Previous value: -"2021-08-20"New value: +"2021-10-03"
  3. Changed9 schema fields changedv2.2.0
    • changedInput schema / properties / end_date / default
      Previous value: -"2026-07-14"New value: +"2026-08-19"
    • changedInput schema / properties / indicator / enum
      Previous value: -[
      -  "get_mcclellan_oscillator",
      -  "get_advancers_decliners",
      -  "get_on_balance_volume",
      -  "get_accumulation_distribution_line",
      -  "get_chaikin_oscillator",
      -  "get_trin",
      -  "get_new_highs_new_lows"
      -]New value: +[
      +  "get_mcclellan_oscillator",
      +  "get_advancers_decliners",
      +  "get_on_balance_volume",
      +  "get_accumulation_distribution_line",
      +  "get_chaikin_oscillator",
      +  "get_trin",
      +  "get_new_highs_new_lows",
      +  "get_chaikin_money_flow",
      +  "get_ease_of_movement",
      +  "get_negative_volume_index",
      +  "get_positive_volume_index"
      +]
    • changedInput schema / properties / start_date / default
      Previous value: -"2021-07-15"New value: +"2021-08-20"
    • addedInput schema / properties / start_value
      Added value: +{
      +  "default": 1000,
      +  "description": "Value for start_value.",
      +  "title": "Start Value",
      +  "type": "number"
      +}
    • addedInput schema / properties / volume_divisor
      Added value: +{
      +  "default": 100000000,
      +  "description": "Value for volume_divisor.",
      +  "title": "Volume Divisor",
      +  "type": "number"
      +}
    • addedInput schema / properties / window / anyOf
      Added value: +[
      +  {
      +    "type": "integer"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • changedInput schema / properties / window / default
      Previous value: -252New value: +null
    • changedInput schema / properties / window / description
      Previous value: -"Value for window."New value: +"Value for window. Leave unset to use the default of the indicator you selected. Defaults are 14 for get_ease_of_movement; 20 for get_chaikin_money_flow; 252 for get_new_highs_new_lows."
    • removedInput schema / properties / window / type
      Removed value: -"integer"
  4. Changed5 schema fields changed
    • changedInput schema / properties / end_date / default
      Previous value: -"2026-07-09"New value: +"2026-07-14"
    • changedInput schema / properties / indicator / enum
      Previous value: -[
      -  "get_mcclellan_oscillator",
      -  "get_advancers_decliners",
      -  "get_on_balance_volume",
      -  "get_accumulation_distribution_line",
      -  "get_chaikin_oscillator"
      -]New value: +[
      +  "get_mcclellan_oscillator",
      +  "get_advancers_decliners",
      +  "get_on_balance_volume",
      +  "get_accumulation_distribution_line",
      +  "get_chaikin_oscillator",
      +  "get_trin",
      +  "get_new_highs_new_lows"
      +]
    • addedInput schema / properties / standardize
      Added value: +{
      +  "default": false,
      +  "description": "Return the Z-Score (standard score) instead of the raw values, i.e. how many standard deviations each value is from the mean of its own series. When combined with growth=True, the growth values are standardized instead of the raw values.",
      +  "title": "Standardize",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / start_date / default
      Previous value: -"2021-07-10"New value: +"2021-07-15"
    • addedInput schema / properties / window
      Added value: +{
      +  "default": 252,
      +  "description": "Value for window.",
      +  "title": "Window",
      +  "type": "integer"
      +}
  5. Changed2 schema fields changedv2.1.4
    • changedInput schema / properties / end_date / default
      Previous value: -"2026-06-27"New value: +"2026-07-09"
    • changedInput schema / properties / start_date / default
      Previous value: -"2021-06-28"New value: +"2021-07-10"
  6. Changed2 schema fields changedv2.1.3
    • changedInput schema / properties / end_date / default
      Previous value: -"2026-06-23"New value: +"2026-06-27"
    • changedInput schema / properties / start_date / default
      Previous value: -"2021-06-24"New value: +"2021-06-28"
  7. Changed4 schema fields changedv0.1.2
    • changedInput schema / properties / end_date / default
      Previous value: -"2026-06-22"New value: +"2026-06-23"
    • removedInput schema / properties / rounding
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "integer"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "Number of decimal places to round results to.",
      -  "title": "Rounding"
      -}
    • addedInput schema / properties / show_columns
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "string"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "description": "Comma-separated names to filter the output. For historical data use the key names visible in any response record (e.g. 'Close,Volume,Return'). For financial statements use the 'metric' field values from the response (e.g. 'Revenue,Net Income,EBITDA'). Call the tool once without this parameter to see all available names, then repeat with show_columns to reduce response size and token usage.",
      +  "title": "Show Columns"
      +}
    • changedInput schema / properties / start_date / default
      Previous value: -"2021-06-23"New value: +"2021-06-24"
  8. Addedv0.1.1

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover read-only/idempotent/open-world safety, and the description adds genuinely non-obvious behavior: internal price fetching, and the TRIN quirk that every column holds the same value unless constituents are passed. That is real behavioral context beyond the annotations, though it omits response/pagination behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is front-loaded with the indicator list and then the caveats, and every sentence carries information. The 'Requires tickers=’AAPL’' sentence is awkwardly worded and slightly redundant with the schema, which keeps it from a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For an 11-indicator, 20-parameter tool the description covers the key gotchas (auto price application, TRIN semantics) and the output schema handles return values. However, it does not help route which window/EMA/period parameters apply to which indicator, and the tickers contradiction leaves a gap an agent must resolve from the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the 20 parameters are already documented; baseline is 3. The description adds one piece of semantics beyond the schema for tickers (pass market constituents for TRIN), but the odd 'Requires tickers=’AAPL’' phrasing conflicts with the schema's optional, default-empty tickers and adds little for the other 19 params.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the resource precisely (market breadth indicators) and enumerates concrete members (McClellan Oscillator, OBV, Advance/Decline Line, Chaikin, TRIN, new highs/lows), which makes it easy to separate from momentum/volatility siblings. It never uses a verb or explicitly names a sibling, so it falls short of a 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Two concrete usage conditions are given: price data is applied automatically so no separate fetch is needed, and for TRIN the caller must pass the market's constituents to get a meaningful value. There is no explicit when-not-to-use or named alternative, so it is not a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.