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QuantApe Markets

find_symbol_lists

Read-only

Every stock screen a given ticker is currently in — its momentum, technical-signal, earnings, theme and thesis memberships, in one call. Free within your daily allowance (anonymous 5/day by IP, signed-in users 10/day, power users 50/day); beyond that $0.01 per call via x402 (USDC).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolYesTicker symbol, e.g. NVDA or BRK-B.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
listsYes
symbolYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "https://json-schema.org/draft/2020-12/schema",
      +  "additionalProperties": {},
      +  "properties": {
      +    "lists": {
      +      "items": {
      +        "additionalProperties": {},
      +        "properties": {
      +          "as_of": {
      +            "description": "Screen last rebuilt, ISO 8601 UTC",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "display_name": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "list_id": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "list_id",
      +          "display_name",
      +          "as_of"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "symbol": {
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "symbol",
      +    "lists"
      +  ],
      +  "type": "object"
      +}
  2. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations only provide readOnlyHint=true, and the description does not contradict that. It adds useful behavioral context: daily free quotas for anonymous, signed-in, and power users, plus the paid x402/USDC path beyond the limit. It does not cover empty-result or error behavior, but the output schema and readOnly annotation lessen that gap.

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?

The purpose is front-loaded in the first sentence, and the second sentence packs quota and pricing information compactly. The quota detail is relevant but somewhat dense; still, there is no filler or redundancy.

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 tool with one required parameter, a fully documented schema, an output schema, and a readOnly annotation, the description provides enough information to call it correctly. It explains the purpose, enumerates membership categories, and covers quota/payment behavior, so nothing critical is missing.

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 coverage is 100% and the input schema already documents the single `symbol` parameter with an example. The description adds only the phrase 'given ticker' and no additional format, case, or usage nuance beyond the schema, so the baseline 3 applies.

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 clearly identifies the tool's purpose: return all stock-screen memberships for a given ticker, including momentum, technical, earnings, theme, and thesis lists. It is specific about the resource and scope, though it never explicitly names a sibling tool or uses an explicit verb like 'find' or 'list'.

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

Usage Guidelines3/5

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

The intended use is implied: when an agent needs every screen a ticker currently belongs to, this is the tool. However, it does not contrast itself with sibling tools such as list_smart_lists, get_smart_list, or get_list_criteria, nor does it say when not to use it.

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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