# Foresea Forecasting (ink.foresea/forecasting): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ink.foresea%2Fforecasting/versions/latest)
- Connected to: https://foresea.ink/mcp/
- Homepage: https://foresea.ink/
- Repository: https://github.com/pareelamre/analyzing-llm-rationale
- Scoring rules: v2
- Tools: 28
- Average: 40.7 / 100 (Cloudy)
- Near-identical pairs: 0

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.

## Across the server

- Minor: 28 tools. Above 25, models start to tell tools apart less well.

## Tools

- `foresea_market_leaderboard`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_recent_trades`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: platform, ticker_or_token, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_debate_market`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: question, platform, market_probability, resolution_criteria.
  - Minor: String arguments with no constraint or example: question.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_preview_order`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: platform, action, outcome, price, quantity, order_type, ticker, slug, token_id, time_in_force, post_only.
  - Minor: String arguments with no constraint or example: platform, action, outcome.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument post_only is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_cancel_order`: 30 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: order_id, platform, ticker.
  - Minor: String arguments with no constraint or example: order_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - 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.
- `foresea_feed_latest`: 30 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit, min_edge.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_optimize_portfolio`: 30 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: bankroll_usd, kelly_fraction, min_edge.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_orderbook`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker_or_token, platform.
  - Minor: String arguments with no constraint or example: ticker_or_token.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_price_history`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker_or_market, series_ticker.
  - Minor: String arguments with no constraint or example: ticker_or_market.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_batch_forecast`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: questions, items, concurrency_limit, variant, attach_evidence, evidence_top_k.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument attach_evidence is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_venue_data`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: platform, operation, parameters, body.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_live_data`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: event_ticker, data_type, milestone_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_weather_forecast`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: station_or_query, target_date.
  - Minor: String arguments with no constraint or example: station_or_query.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_polymarket_meta`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: target, market_id.
  - Minor: No `required` list, so every argument is optional.
- `foresea_webhook_subscribe`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: url, events, min_edge.
  - Minor: String arguments with no constraint or example: url.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_crypto_edge`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: min_edge, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_weather_radar`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: target_date.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_place_order`: 42 / 100
  - 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.
  - Minor: String arguments with no constraint or example: platform, action, outcome, confirmation.
  - Minor: The meaning of the boolean argument execute is unclear.
  - Minor: The meaning of the boolean argument post_only is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_exchange_status`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_track_record`: 47 / 100
  - Major: Arguments without a description: fields.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_forecast`: 49 / 100
  - 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.
  - Minor: String arguments with no constraint or example: question.
  - Minor: The meaning of the boolean argument attach_evidence is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_edge_board`: 50 / 100
  - Major: Arguments without a description: limit, min_edge, fields, cursor.
  - Minor: No `required` list, so every argument is optional.
- `foresea_trade_account_status`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `foresea_check_run`: 55 / 100
  - Major: Arguments without a description: client_run_key.
  - Minor: String arguments with no constraint or example: client_run_key.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_market_tags`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_scan_markets`: 57 / 100
  - Major: Arguments without a description: platform, limit, min_edge, evidence_top_k, query.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_analyze_market`: 62 / 100
  - 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.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument builtin_skills is unclear.
  - Minor: The meaning of the boolean argument ground_in_record is unclear.
  - Minor: The meaning of the boolean argument tool_loop is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `foresea_batch_quotes`: 63 / 100
  - Major: Arguments without a description: refs.
  - 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.

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