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Foresea Forecasting: tool descriptions scored ink.foresea/forecasting

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://foresea.ink/mcp/
Homepage
foresea.ink
Repository
github.com/pareelamre/analyzing-llm-rationale
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Foresea Forecasting (ink.foresea/forecasting)'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/ink.foresea/forecasting
Average score
40.7 / 100Cloudy
Tools
28
Near-identical descriptions
0

Across the server

  • Minor
    28 tools. Above 25, models start to tell tools apart less well.many_tools

Tools

foresea_market_leaderboard

27 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_recent_trades

27 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: platform, ticker_or_token, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_debate_market

28 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: question, platform, market_probability, resolution_criteria.param_no_description
  • Minor
    String arguments with no constraint or example: question.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_preview_order

29 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
4 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: platform, action, outcome, price, quantity, order_type, ticker, slug, token_id, time_in_force, post_only.param_no_description
  • Minor
    String arguments with no constraint or example: platform, action, outcome.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument post_only is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_cancel_order

30 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: order_id, platform, ticker.param_no_description
  • Minor
    String arguments with no constraint or example: order_id.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: order_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

foresea_feed_latest

30 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: limit, min_edge.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_optimize_portfolio

30 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: bankroll_usd, kelly_fraction, min_edge.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_orderbook

32 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: ticker_or_token, platform.param_no_description
  • Minor
    String arguments with no constraint or example: ticker_or_token.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_price_history

32 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: ticker_or_market, series_ticker.param_no_description
  • Minor
    String arguments with no constraint or example: ticker_or_market.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_batch_forecast

33 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: questions, items, concurrency_limit, variant, attach_evidence, evidence_top_k.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument attach_evidence is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_venue_data

33 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: platform, operation, parameters, body.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_live_data

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: event_ticker, data_type, milestone_id.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_weather_forecast

36 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: station_or_query, target_date.param_no_description
  • Minor
    String arguments with no constraint or example: station_or_query.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_polymarket_meta

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: target, market_id.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

foresea_webhook_subscribe

38 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: url, events, min_edge.param_no_description
  • Minor
    String arguments with no constraint or example: url.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_crypto_edge

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: min_edge, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_weather_radar

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: target_date.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_place_order

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
4 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: platform, action, outcome, price, quantity, confirmation, execute, order_type, ticker, slug, token_id, time_in_force, post_only, client_order_id.param_no_description
  • Minor
    String arguments with no constraint or example: platform, action, outcome, confirmation.loose_string_param
  • Minor
    The meaning of the boolean argument execute is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument post_only is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_exchange_status

47 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_track_record

47 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: fields.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_forecast

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: question, description, resolution_criteria, question_type, options, categories, variant, attach_evidence, evidence_top_k, market_platform, market_url, market_outcome, market_probability.param_no_description
  • Minor
    String arguments with no constraint or example: question.loose_string_param
  • Minor
    The meaning of the boolean argument attach_evidence is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_edge_board

50 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, min_edge, fields, cursor.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

foresea_trade_account_status

53 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

foresea_check_run

55 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
3 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: client_run_key.param_no_description
  • Minor
    String arguments with no constraint or example: client_run_key.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_market_tags

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_scan_markets

57 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: platform, limit, min_edge, evidence_top_k, query.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_analyze_market

62 / 100Cloudy

Purpose
17 / 20
When to use
20 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: question, platform, slug, market_id, ticker, market_probability, variant, evidence_top_k, skills, builtin_skills, ground_in_record, tool_loop, max_tool_steps.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument builtin_skills is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument ground_in_record is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument tool_loop is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

foresea_batch_quotes

63 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: refs.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: refs. Name the tool or the place that returns it, or models look it up first.id_source_missing

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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