KitScout

Categories › Business & Finance › Market data, stocks & crypto

Timefire

MCP serverVerified domain · timefire.aiRemote● LiveFree to try

Timefire's public record of AI stock forecasts: graded books, track record and proof.

Install

Remote server: your requests and data go to api.timefire.ai. Claude Code: claude mcp add --transport http timefire https://api.timefire.ai/mcp/ · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • list_resolved_batches — List graded books, newest first, one summary row each: date, returns, alpha against SPY and RSP, and verdict. A book (or batch) is one tradi
  • get_resolved_batch — Get one graded book with every forecast and its outcome. A book (or batch) is one trading day's full S&P 500 slate, served once its long pic
  • get_track_record_stats — Get aggregates computed only from fully resolved books: forecast counts, returns and hit rates, and how many books beat, matched (flat) or t
  • get_calibration — Check whether forecasts matched outcomes: mean predicted against mean realized return by decile across every graded book, and hit rates by r
  • get_universe_and_scoring_spec — Get the versioned scoring rules, the metric definitions and the latest graded book's universe of stocks. Use this before interpreting a stat
  • get_stock_resolved_history — Get one stock's rows from graded books only, newest first: its forecast, rank, pick side and outcome in each book. Use this to follow one ti
  • verify_batch — Get the public proof for one graded book: signed payload, hash, signature, content address and timestamp material, with the steps to check t
  • get_book_portfolio — Get a resolved book's portfolio: market-cap-weighted vs SPY ("cap", the default, the portfolio the ledger's verdict grades) or equal-weighte
  • search_docs — Find the developer guides and site pages that match a few words. Each hit carries the page title, its canonical URL and a short excerpt. Use
  • get_simulation_nav — Get the paper portfolio's daily value (NAV), market-cap-weighted vs SPY ("cap", the default) or equal-weighted vs RSP ("equal"), with both b
  • get_simulation_trades — Get the paper portfolio's closed trades from resolved books, newest first, market-cap-weighted ("cap", the default) or equal-weighted ("equa
  • explain_resolved_prediction — Get the stored evidence behind one stock's forecast in a graded book: its rank, side, market regime, 5- and 20-day lookback returns, news it

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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