TraderSpy

get_technical_indicators

Read-onlyIdempotent

Technical analysis for a crypto futures symbol. 19 indicators: RSI, MACD, EMA, SMA, Bollinger Bands, ATR, ADX (+DI/−DI), Stochastic, OBV (with price divergence), VWAP, CCI, MFI, Williams %R, ROC, SuperTrend, Ichimoku, Keltner Channels, classic pivot points and swing support/resistance levels. Every indicator returns its current value, the previous bar, a rising/falling/flat direction, a short series history and — where it applies — zones and crossovers. EMA/SMA accept several periods at once (default 20/50/200); every period is overridable via periods. Pass intervals (up to 3) to get 1h/4h/1d in ONE call with a multi-timeframe confluence verdict. Each timeframe also carries a summary (bias, trend, momentum, volatility, volume, plain-language notes) computed from a fixed indicator set — quote its notes rather than the raw score. For several coins pass symbols (up to 3) instead of one call per coin: ONE call and one quota unit, one entry per symbol in data.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`symbol`	No	Trading pair symbol, e.g. BTCUSDT. For several pairs pass `symbols` instead.
`history`	No	Prior values returned per indicator as `series` (oldest → newest, length history + 1). 0 = latest only.
`periods`	No	Optional period overrides, e.g. {"ema":[9,21,55,200],"rsi":7}
`symbols`	No	Up to 3 trading pairs in ONE call (one quota unit), e.g. ["BTCUSDT","ETHUSDT","SOLUSDT"]. The response then carries one entry per symbol in `data`, each shaped like the single-symbol response.
`interval`	No	Candle timeframe. Ignored when `intervals` is given.	1h
`intervals`	No	Up to 3 timeframes in ONE call (one quota unit), e.g. ["1h","4h","1d"]. The response then carries per-timeframe results plus a `confluence` verdict.
`indicators`	No	Indicators to compute. `levels` = swing support/resistance from price structure, `pivots` = classic floor pivots from the previous day.

Output Schema

TableJSON Schema

Name	Required	Description
`tip`	No	Rare: one sentence about a TraderSpy feature this connector cannot do, with the page it leads to
`url`	No	The coin's chart on traderspy.app (a single-symbol answer; each `data` entry carries its own)
`data`	No	Present when `symbols` was passed, and then the only place the results are: one entry per symbol, in the requested order, each exactly the single-symbol response above ({ symbol, interval, price, candles, indicators + summary or timeframes + confluence, settings, warnings }) — or { symbol, error: "no_data", message } when no candles are stored for it.
`count`	No	Entries in `data`
`price`	No	Latest close on the primary timeframe, or null when no candles are stored
`symbol`	No
`candles`	No	Closed candles the primary timeframe was computed on
`summary`	No	Single-timeframe call only: bias, score, trend, momentum, volatility, volume, notes[]. Omitted when `timeframes` is present.
`interval`	No	Primary timeframe (the first requested one)
`settings`	No	Echo of what was computed: indicators, history, resolved periods
`warnings`	No
`confluence`	No	Multi-timeframe agreement: { aligned, bias, byInterval }
`indicators`	No	Single-timeframe call only: requested indicators keyed by name. Each carries value, previous, direction, series and indicator-specific fields (zone, crossover, stack, levels…); { value: null, reason: "insufficient_data" } when the tape is too short. Omitted when `timeframes` is present — read them there.
`timeframes`	No	Present when several intervals were requested: one { interval, price, candles, indicators, summary } per timeframe, in the requested order. The top-level indicators/summary are omitted in that case.
`lastCandleOpenTime`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed3 schema fields changedOct 17, 2026

changedOutput schema / additionalProperties
```
Previous value: -falseNew value: +true
```

addedOutput schema / properties / tip

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "properties": {
+        "links": {
+          "anyOf": [
+            {
+              "items": {
+                "additionalProperties": true,
+                "properties": {
+                  "label": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "url": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "text": {
+          "type": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Rare: one sentence about a TraderSpy feature this connector cannot do, with the page it leads to"
+}

addedOutput schema / properties / url

Added value: +{
+  "description": "The coin's chart on traderspy.app (a single-symbol answer; each `data` entry carries its own)",
+  "type": [
+    "string",
+    "null"
+  ]
+}

Changed5 schema fields changedOct 3, 2026

changedInput schema / properties / symbol / description

Previous value: -"Trading pair symbol, e.g. BTCUSDT"New value: +"Trading pair symbol, e.g. BTCUSDT. For several pairs pass `symbols` instead."

addedInput schema / properties / symbols

Added value: +{
+  "description": "Up to 3 trading pairs in ONE call (one quota unit), e.g. [\"BTCUSDT\",\"ETHUSDT\",\"SOLUSDT\"]. The response then carries one entry per symbol in `data`, each shaped like the single-symbol response.",
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 3,
+  "minItems": 1,
+  "type": "array"
+}

removedInput schema / required
```
Removed value: -[
-  "symbol"
-]
```

addedOutput schema / properties / count

Added value: +{
+  "description": "Entries in `data`",
+  "type": [
+    "number",
+    "null"
+  ]
+}

addedOutput schema / properties / data

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "additionalProperties": true,
+        "properties": {},
+        "type": "object"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Present when `symbols` was passed, and then the only place the results are: one entry per symbol, in the requested order, each exactly the single-symbol response above ({ symbol, interval, price, candles, indicators + summary or timeframes + confluence, settings, warnings }) — or { symbol, error: \"no_data\", message } when no candles are stored for it."
+}

Changed3 schema fields changedSep 9, 2026

changedOutput schema / properties / indicators / description

Previous value: -"Requested indicators keyed by name (primary timeframe). Each carries value, previous, direction, series and indicator-specific fields (zone, crossover, stack, levels…); { value: null, reason: \"insufficient_data\" } when the tape is too short."New value: +"Single-timeframe call only: requested indicators keyed by name. Each carries value, previous, direction, series and indicator-specific fields (zone, crossover, stack, levels…); { value: null, reason: \"insufficient_data\" } when the tape is too short. Omitted when `timeframes` is present — read them there."

changedOutput schema / properties / summary / description

Previous value: -"Interpretation layer: bias, score, trend, momentum, volatility, volume, notes[]"New value: +"Single-timeframe call only: bias, score, trend, momentum, volatility, volume, notes[]. Omitted when `timeframes` is present."

changedOutput schema / properties / timeframes / description

Previous value: -"Present when several intervals were requested: one { interval, price, indicators, summary } per timeframe"New value: +"Present when several intervals were requested: one { interval, price, candles, indicators, summary } per timeframe, in the requested order. The top-level indicators/summary are omitted in that case."

Changed17 schema fields changedSep 8, 2026

addedInput schema / properties / history

Added value: +{
+  "default": 5,
+  "description": "Prior values returned per indicator as `series` (oldest → newest, length history + 1). 0 = latest only.",
+  "maximum": 20,
+  "minimum": 0,
+  "type": "integer"
+}

changedInput schema / properties / indicators / description

Previous value: -"Technical indicators to compute"New value: +"Indicators to compute. `levels` = swing support/resistance from price structure, `pivots` = classic floor pivots from the previous day."

changedInput schema / properties / indicators / items / enum

Previous value: -[
-  "rsi",
-  "macd",
-  "ema",
-  "sma",
-  "bollinger",
-  "atr",
-  "adx",
-  "stochastic",
-  "obv",
-  "vwap",
-  "cci",
-  "mfi",
-  "williamsR"
-]New value: +[
+  "rsi",
+  "macd",
+  "ema",
+  "sma",
+  "bollinger",
+  "atr",
+  "adx",
+  "stochastic",
+  "obv",
+  "vwap",
+  "cci",
+  "mfi",
+  "williamsR",
+  "roc",
+  "supertrend",
+  "ichimoku",
+  "keltner",
+  "pivots",
+  "levels"
+]

changedInput schema / properties / indicators / maxItems
```
Previous value: -13New value: +19
```

changedInput schema / properties / interval / description

Previous value: -"Candle interval/timeframe"New value: +"Candle timeframe. Ignored when `intervals` is given."

addedInput schema / properties / intervals

Added value: +{
+  "description": "Up to 3 timeframes in ONE call (one quota unit), e.g. [\"1h\",\"4h\",\"1d\"]. The response then carries per-timeframe results plus a `confluence` verdict.",
+  "items": {
+    "enum": [
+      "1m",
+      "5m",
+      "15m",
+      "1h",
+      "4h",
+      "1d"
+    ],
+    "type": "string"
+  },
+  "maxItems": 3,
+  "minItems": 1,
+  "type": "array"
+}

addedInput schema / properties / periods

Added value: +{
+  "additionalProperties": false,
+  "description": "Optional period overrides, e.g. {\"ema\":[9,21,55,200],\"rsi\":7}",
+  "properties": {
+    "adx": {
+      "description": "ADX period (default 14)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "atr": {
+      "description": "ATR period (default 14)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "bollinger": {
+      "description": "Bollinger period (default 20)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "bollingerStdDev": {
+      "description": "Bollinger std-dev multiplier (default 2)",
+      "maximum": 5,
+      "minimum": 0.5,
+      "type": "number"
+    },
+    "cci": {
+      "description": "CCI period (default 20)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "ema": {
+      "description": "EMA periods, up to 4 (default [20, 50, 200])",
+      "items": {
+        "maximum": 500,
+        "minimum": 2,
+        "type": "integer"
+      },
+      "maxItems": 4,
+      "minItems": 1,
+      "type": "array"
+    },
+    "keltner": {
+      "description": "Keltner EMA period (default 20)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "keltnerAtr": {
+      "description": "Keltner ATR period (default 10)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "keltnerMultiplier": {
+      "description": "Keltner ATR multiplier (default 2)",
+      "maximum": 10,
+      "minimum": 0.5,
+      "type": "number"
+    },
+    "macdFast": {
+      "description": "MACD fast EMA (default 12)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "macdSignal": {
+      "description": "MACD signal EMA (default 9)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "macdSlow": {
+      "description": "MACD slow EMA (default 26)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "mfi": {
+      "description": "MFI period (default 14)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "obv": {
+      "description": "OBV averaging window (default 20)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "roc": {
+      "description": "Rate-of-change period (default 12)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "rsi": {
+      "description": "RSI period (default 14)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "sma": {
+      "description": "SMA periods, up to 4 (default [20, 50, 200])",
+      "items": {
+        "maximum": 500,
+        "minimum": 2,
+        "type": "integer"
+      },
+      "maxItems": 4,
+      "minItems": 1,
+      "type": "array"
+    },
+    "stochastic": {
+      "description": "Stochastic %K period (default 14)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "stochasticSignal": {
+      "description": "Stochastic %D smoothing (default 3)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "supertrend": {
+      "description": "SuperTrend ATR period (default 10)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "supertrendMultiplier": {
+      "description": "SuperTrend ATR multiplier (default 3)",
+      "maximum": 10,
+      "minimum": 0.5,
+      "type": "number"
+    },
+    "vwap": {
+      "description": "Rolling VWAP window in bars (default 48)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    },
+    "williamsR": {
+      "description": "Williams %R period (default 14)",
+      "maximum": 500,
+      "minimum": 2,
+      "type": "integer"
+    }
+  },
+  "type": "object"
+}

addedOutput schema / properties / candles

Added value: +{
+  "description": "Closed candles the primary timeframe was computed on",
+  "type": [
+    "number",
+    "null"
+  ]
+}

addedOutput schema / properties / confluence

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "properties": {},
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Multi-timeframe agreement: { aligned, bias, byInterval }"
+}

changedOutput schema / properties / indicators / description

Previous value: -"Requested indicators keyed by name; shape differs per indicator"New value: +"Requested indicators keyed by name (primary timeframe). Each carries value, previous, direction, series and indicator-specific fields (zone, crossover, stack, levels…); { value: null, reason: \"insufficient_data\" } when the tape is too short."

addedOutput schema / properties / interval / description

Added value: +"Primary timeframe (the first requested one)"

addedOutput schema / properties / lastCandleOpenTime

Added value: +{
+  "anyOf": [
+    {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "number"
+        },
+        {
+          "format": "date-time",
+          "type": "string"
+        }
+      ]
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / properties / price / description

Previous value: -"Latest close, or null when no candles are stored"New value: +"Latest close on the primary timeframe, or null when no candles are stored"

addedOutput schema / properties / settings

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "properties": {},
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Echo of what was computed: indicators, history, resolved periods"
+}

addedOutput schema / properties / summary

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "properties": {},
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Interpretation layer: bias, score, trend, momentum, volatility, volume, notes[]"
+}

addedOutput schema / properties / timeframes

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "additionalProperties": true,
+        "properties": {},
+        "type": "object"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Present when several intervals were requested: one { interval, price, indicators, summary } per timeframe"
+}

addedOutput schema / properties / warnings

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

First observedAug 20, 2026

TDQS

A4.6/5.0

Behavior5/5

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

Annotations already establish read-only, idempotent, non-destructive behavior, and the description adds genuinely non-obvious context on top: quota-unit consumption ('ONE call and one quota unit'), the multi-timeframe `confluence` verdict, per-indicator return shape (current value, prior bar, direction, series, zones, crossovers), and the caveat that the `summary` is derived from a fixed indicator set whose notes should be quoted over the score.

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?

Front-loaded with purpose, then capability, then batching/efficiency guidance, so an agent can stop reading early. The 19-indicator enumeration is somewhat redundant with the `indicators` enum and lengthens the block, but it aids capability discovery without opening the schema.

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

Completeness5/5

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

For a 7-parameter, nested-schema tool with an output schema present, the description covers everything an agent needs: what is computed, how to batch symbols and timeframes, quota implications, and how to interpret the summary. Return-value structure is delegated appropriately to the output schema.

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

Parameters4/5

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

Schema coverage is 100%, so the 3 baseline applies, but the description adds real semantics beyond it: which indicators accept multiple periods at once (EMA/SMA, default 20/50/200), that every period is overridable via `periods`, and the batching behavior of `intervals`/`symbols` (up to 3 each, one quota unit, per-symbol/per-timeframe entries in `data`).

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

Purpose5/5

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

Opens with a specific verb+resource ('Technical analysis for a crypto futures symbol') and immediately enumerates the 19 computed indicators, which cleanly separates it from siblings like get_candles (raw OHLC) and get_signals (trade signals). An agent can tell what this returns without opening the schema.

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?

Gives strong operational guidance: use `symbols` instead of one call per coin, use `intervals` instead of separate calls, and quote the `summary` notes rather than the raw score. It never explicitly routes the agent against tool-level siblings (get_candles, get_signals), so it stops short of the explicit when/when-not/alternatives bar for a 5.

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

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