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Fintel Discovery — Financial Intelligence for AI Agents

Get Fund Profile (ETF / Mutual Fund)

GetFundProfile
Read-onlyIdempotent
    Fetch ETF or mutual fund specific data: top holdings with weight %,
    sector allocations, expense ratio, bond credit quality ratings,
    and equity style characteristics.

    Use this tool when:
    - You need the top 10 holdings and their weights for an ETF or fund
    - You want sector allocation breakdown (tech %, financials %, etc.)
    - You need bond rating distribution for a fixed-income fund
    - You are comparing fund profiles for advisor recommendations

    section options: 'overview', 'holdings', 'sectors', 'bond_ratings',
    'equity_holdings', 'all'.

    Only works for ETFs and mutual funds. For stocks, use GetTickerInfo.

    Source: Yahoo Finance via yfinance. No API key required.
    

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"5f4db44b-e5cc-4f3a-8da3-ac591a019c81"New value: +"f258bd16-f060-4e4a-a55d-221a0484866d"
  2. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"d9f77642-e017-4785-9150-e658c2dba3a0"New value: +"5f4db44b-e5cc-4f3a-8da3-ac591a019c81"
  3. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"dbe99169-c071-4ed4-9ae9-8bbfb9a88ad8"New value: +"d9f77642-e017-4785-9150-e658c2dba3a0"
  4. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"3775b46a-5aa8-4586-af57-2453c8bcd08c"New value: +"dbe99169-c071-4ed4-9ae9-8bbfb9a88ad8"
  5. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"d81a5175-11e9-494a-baa5-71d4ffad4ab9"New value: +"3775b46a-5aa8-4586-af57-2453c8bcd08c"
  6. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"9e7f8798-7d22-4378-b93d-179c6f8cb854"New value: +"d81a5175-11e9-494a-baa5-71d4ffad4ab9"
  7. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"9919ff85-e960-472f-863b-3de4c5abed9f"New value: +"9e7f8798-7d22-4378-b93d-179c6f8cb854"
  8. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"38452924-d5df-4668-b51c-d7cd5acabc09"New value: +"9919ff85-e960-472f-863b-3de4c5abed9f"
  9. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"fa72f604-6239-428b-81df-11f07c2c8d00"New value: +"38452924-d5df-4668-b51c-d7cd5acabc09"
  10. Changed1 schema field changed
    • changedInput schema / $defs / FundProfileParams / properties / mcp_prompt_id / default
      Previous value: -"7b866f24-13ab-4e54-8d3a-f775612c393f"New value: +"fa72f604-6239-428b-81df-11f07c2c8d00"
  11. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, covering the safety profile. The description adds meaningful context beyond these: 'Source: Yahoo Finance via yfinance. No API key required.' This informs the agent about external dependencies and setup requirements. It doesn't mention rate limits or error behavior, but given the annotations cover the main behavioral traits, a 4 is appropriate.

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 description is longer than average but well-structured with clear bullet points and a logical flow: core purpose, use cases, section options, sibling differentiation, source. Every sentence adds information; there's no filler or tautology. It could be slightly more concise, but the structure earns a 4.

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

Completeness4/5

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

The tool is moderately complex with many optional parameters and an output schema defined. The description covers the primary scenarios, the distinction from stocks, and the data source. It doesn't explain every parameter, but the schema provides those details. The output schema covers return values. Everything an agent needs to decide whether and how to invoke the tool correctly is present, so a 4 is justified.

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?

Although the context reports 0% schema description coverage (likely referring to the outer params object), each nested property in the schema has detailed descriptions (e.g., symbol examples, section options, wholesaler role explanations). The description text itself adds little beyond restating the section options ('overview', 'holdings', etc.), which are already in the schema. It does reinforce the ETF/mutual fund restriction, but that's also implied by the tool purpose. With such comprehensive schema descriptions, the description's value is marginal, hence a baseline 3.

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?

The description states a specific verb ('Fetch') and resource ('ETF or mutual fund specific data') and outlines concrete data elements: top holdings with weight %, sector allocations, expense ratio, bond credit quality ratings, and equity style characteristics. It also distinguishes from sibling GetTickerInfo by explicitly saying 'For stocks, use GetTickerInfo,' so an agent can immediately tell them apart.

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

Usage Guidelines5/5

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

The description includes a dedicated 'Use this tool when:' block with four concrete scenarios (top holdings, sector breakdown, bond ratings, comparing fund profiles), and gives an explicit exclusion: 'Only works for ETFs and mutual funds. For stocks, use GetTickerInfo.' This is clear, actionable guidance on when to call it and what alternative to use instead.

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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