Timefire's public record of AI stock forecasts: graded books, track record and proof.
Listed on
First seen 7 Nov 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
1
Directories
Collected by InvokeRank
12
Tools
From an anonymous probe
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ToolBench grade
Not graded by Arcade
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Tools
| Tool | Description | Behaviour |
|---|---|---|
| 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 items and notes. Use this to see the context a stock was ranked in, and get_stock_resolved_history to find which books hold it. An ungraded date, or a ticker not in that book, is an error. | Read-only |
| 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-weighted vs RSP ("equal"), with each long pick's weight and graded return, the book return, the benchmark return and its evidence, alpha and verdict. Equal weights always pair with RSP and cap weights with SPY. Per prediction, books serve the two as equal_weight and market_cap_weight; never read a pick's cap_weight as either without checking inference_metadata.weighting. Use this for one book's result, and get_simulation_nav for the running portfolio across books. An ungraded or unknown date is an error. | Read-only |
| get_calibration | Check whether forecasts matched outcomes: mean predicted against mean realized return by decile across every graded book, and hit rates by rank bucket and by side (long or short) across books graded under the published rule. Use this to judge how well the ranking held up, and get_track_record_stats for headline returns and the verdict tally. | Read-only |
| 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 picks are fully graded, so other rows can still have null outcomes. Use list_resolved_batches to find the date, verify_batch for the book's proof and get_book_portfolio for its portfolio. An ungraded or unknown date is an error. | Read-only |
| 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 benchmarks on every row. There is one row per resolved trading day. The series stops at the newest date by which every book is revealed, because a later value holds positions from books still sealed. Use this for portfolio value over time, and get_simulation_trades for the trades behind it. | Read-only |
| get_simulation_trades | Get the paper portfolio's closed trades from resolved books, newest first, market-cap-weighted ("cap", the default) or equal-weighted ("equal"): the two trade at the same prices and differ in weight, and so in size and P&L. Open positions never appear. Date bounds apply to the day a trade opened; narrow them to see past the limit. Use this for individual trades, and get_simulation_nav for portfolio value. | Read-only |
| 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 ticker across books, explain_resolved_prediction for the evidence behind one row, and get_resolved_batch for a whole book. An unknown ticker returns an empty list. | Read-only |
| 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 trailed SPY, each book's verdict graded on its cap-weighted long picks. The hit rates count the books graded under the published rule, from published_rule_from on; the 69 backtest books before it follow a rule of their own and are reported apart in the backtest_ fields, verdicts included. Use this for overall performance, get_calibration to test the ranking itself, and get_book_portfolio for a single book. | Read-only |
| 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 or a verdict, to learn how books are graded and which stocks are covered. | Read-only |
| 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 trading day's full S&P 500 slate. Use this to find a trading_date, then get_resolved_batch for every forecast in that book or verify_batch for its proof. Dates with no graded book return an empty list. | Read-only |
| 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 this for how Timefire works and what its terms mean, not for record data. No match returns an empty list, so try other words. | Read-only |
| verify_batch | Get the public proof for one graded book: signed payload, hash, signature, content address and timestamp material, with the steps to check them. The verified field is the server's own check; the evidence lets you repeat it yourself. Use this to check a book's signature and timestamp, and get_resolved_batch to read its forecasts and outcomes. An ungraded or unknown date is an error. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | Timefire | - | 7 Nov 2026 |