Fintel Discovery — Financial Intelligence for AI Agents: tool descriptions scored io.github.findimitrov/fintel-discovery

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://ai.fin-discovery.com/mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Fintel Discovery — Financial Intelligence for AI Agents (io.github.findimitrov/fintel-discovery)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/io.github.findimitrov/fintel-discovery

Average score: 55.6 / 100Cloudy
Tools: 32
Near-identical descriptions: 0

Across the server

Minor
32 tools. Above 25, models start to tell tools apart less well.many_tools
Minor
The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools

GetAnalystRatings

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetOptionsExpirations

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetHolders

50 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetAdvisorBenchmarks

52 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetBrokerCheckDetail

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetDividendsAndSplits

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetEarningsHistory

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetEdgarCompanyFilings

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetIAPDFirmDetail

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetIAPDIndividualDetail

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetLEIDetail

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetOptionsChain

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchFundsByCategory

52 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchLEI

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetFundProfile

53 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

MapInstrumentIds

53 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetFundFees

55 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetPriceHistory

55 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetFinancials

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetMultiTickerHistory

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetTerritoryWealthProfile

57 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetTickerInfo

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchBrokerCheckFirm

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchEdgar13F

57 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

Get13FHoldings

60 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

LookupTicker

62 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchFredSeries

62 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchIAPDFirm

62 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchIAPDIndividual

62 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchFigiInstruments

65 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

SearchBrokerCheck

67 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

GetFredSeriesData

70 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: params.param_no_description
Minor
No `required` list, so every argument is optional.no_required

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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