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Description from the maker (original English)
Timefire's public record of AI stock forecasts: graded books, track record and proof.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://api.timefire.ai/mcp/Run this in your terminal
claude mcp add --transport http record https://api.timefire.ai/mcp/Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"record": {
"url": "https://api.timefire.ai/mcp/"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"record": {
"type": "http",
"url": "https://api.timefire.ai/mcp/"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://api.timefire.ai/mcp/Menu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
list_resolved_batchesList 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 it
get_resolved_batchGet 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 pro
get_track_record_statsGet 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 p
get_calibrationCheck 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
get_universe_and_scoring_specGet 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.
get_stock_resolved_historyGet 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 r
verify_batchGet 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 timest
get_book_portfolioGet 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 verdic
search_docsFind 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.
get_simulation_navGet 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, beca
get_simulation_tradesGet 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 da
explain_resolved_predictionGet 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 da
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry lists no source repo, so we cannot match the publisher (timefire.ai) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 12 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: 像塑 MCP Plus, Zovo Recipe Card Maker, Zovo Paper Finder
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Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Unofficial macOS MCP for Douyin AR (像塑): assets, menus, AI combine, delivery. For learning only.
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No README found in the repo