{"$schema":"https://verifymcp.io/schemas/trust-report.json","schemaVersion":1,"license":{"name":"CC BY-NC 4.0","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"generatedAt":"2026-11-05T18:51:05.940Z","url":"https://verifymcp.io/servers/com-quantwright-agent-api/api-mcp","markdownUrl":"https://verifymcp.io/servers/com-quantwright-agent-api/api-mcp.md","server":{"slug":"com-quantwright-agent-api","name":"QuantWright","registryName":"com.quantwright/agent-api","description":"Backtests with costs, a held-out test that counts once, a score that counts every version tried.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"api-mcp","type":"remote","identifier":"https://quantwright.com/api/mcp","withdrawn":false,"url":"https://verifymcp.io/servers/com-quantwright-agent-api/api-mcp","version":"1.0.0","transport":null,"scoredAt":"2026-11-05T07:23:25.206Z"},"score":{"total":80,"tier":"high trust","status":"scored","weekDelta":3,"history":[{"date":"2026-11-05","total":80},{"date":"2026-11-04","total":80},{"date":"2026-11-03","total":79},{"date":"2026-11-02","total":79},{"date":"2026-11-01","total":78},{"date":"2026-10-31","total":78},{"date":"2026-10-30","total":77},{"date":"2026-10-29","total":77}]},"categories":[{"name":"Endpoint Security","score":97,"verdict":"fail","reasons":["The endpoint's TLS certificate is valid, in date, and uses a strong key.","Authorisation is enforced on tool calls, advertised via RFC 9728 protected-resource metadata. Discovery is public, which costs nothing: no tool can be invoked without a token.","HTTPS is enforced; there's no plaintext access path.","The HSTS (Strict-Transport-Security) header is present.","DNSSEC check failed: this domain isn't protected by DNSSEC.","The authorisation server supports Client ID Metadata Documents, the current MCP client-registration mechanism."],"codes":[{"code":"tls.valid","args":{}},{"code":"auth.rfc9728_invoke","args":{}},{"code":"https.enforced","args":{}},{"code":"headers.hsts_present","args":{}},{"code":"dnssec.absent","args":{}},{"code":"auth.registration_cimd","args":{}}]},{"name":"Transport & Reachability","score":100,"verdict":"pass","reasons":["Verified streamable-http transport via a live MCP handshake."],"codes":[{"code":"transport.verified","args":{"transport":"streamable-http"}}]},{"name":"Schema Quality & AI Usability","score":58,"verdict":"fail","reasons":["AI-judged instruction clarity (good).","Context-footprint check failed: tool/resource definitions use about 1618 tokens (~269/item across 6 items; 6 tools + 0 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.ai_quality","args":{"band":"good"}},{"code":"schema.footprint_heavy","args":{"avg":"269","items":"6","tools":"6","tokens":"1618","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":23,"verdict":"partial","reasons":["Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"7"}}]},{"name":"Tool Coverage","score":96,"verdict":"partial","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","86% of tool parameters carry a description.","Structured output schemas are declared (100% of tools); any adoption earns full credit."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"86"}},{"code":"toolquality.output_present","args":{"pct":"100"}}]},{"name":"Tool Safety","score":100,"verdict":"pass","reasons":["No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.","We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it."],"codes":[{"code":"toolsafety.injection_clean","args":{}},{"code":"toolsafety.destructive_none","args":{"tools":"6"}},{"code":"toolsafety.manipulation_clean","args":{"units":"7","judged":"7"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a current MCP spec version (2026-07-28)."],"codes":[{"code":"protocol.current","args":{"version":"2026-07-28"}}]}],"inconclusive":[],"malware":[],"components":[{"slug":"api-mcp","type":"remote","identifier":"https://quantwright.com/api/mcp","withdrawn":false,"score":80,"current":true,"url":"https://verifymcp.io/servers/com-quantwright-agent-api/api-mcp","markdownUrl":"https://verifymcp.io/servers/com-quantwright-agent-api/api-mcp.md"}],"facts":[{"label":"Endpoint","value":"https://quantwright.com/api/mcp"},{"label":"Transports","value":"streamable-http"},{"label":"Auth","value":"required"},{"label":"Version","value":"1.0.0"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"describe_data","title":"What can be backtested","description":"Start here to backtest a trading idea. This server holds the price history (US stocks and ETFs, spot crypto, FX, spot gold and silver; daily and intraday bars) and runs backtests on it, so no price data needs to be downloaded or found on the web. Returns the markets and bar sizes served, the default costs per market, the rules and daily limits every run is held to, and how to write the strategy code; then call create_study.","inputs":[],"outputs":[{"name":"account","type":"object","required":false,"description":null},{"name":"code_contract","type":"object","required":false,"description":null},{"name":"default_costs","type":"object","required":false,"description":null},{"name":"docs_url","type":"string","required":false,"description":null},{"name":"markets","type":"array","required":false,"description":null},{"name":"message","type":"string","required":false,"description":null},{"name":"notes","type":"array","required":false,"description":null},{"name":"reason","type":"string","required":false,"description":null},{"name":"rules","type":"object","required":false,"description":null},{"name":"status","type":"string","required":false,"description":null},{"name":"timeframes","type":"array","required":false,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":105},{"name":"create_study","title":"Start a study","description":"Opens a study, the named set of runs every backtest belongs to: call it once per question, before run_backtest. 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Set it in your first study on a market, before any run on it: a held-out test on days an earlier run on the market read does n…"},{"name":"name","type":"string","required":true,"description":"What the study tests, in a few words."}],"outputs":[{"name":"hold_out","type":"object|null","required":false,"description":null},{"name":"message","type":"string","required":false,"description":null},{"name":"next","type":"object|null","required":false,"description":null},{"name":"reason","type":"string","required":false,"description":null},{"name":"status","type":"string","required":true,"description":null},{"name":"study_id","type":"string","required":false,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":189},{"name":"run_backtest","title":"Backtest a strategy","description":"Backtests a trading rule on this server's price history: one backtesting.py Strategy class, one symbol, one bar size, in a study. Use it to test, backtest or evaluate a trading rule or strategy, instead of downloading prices or searching the web for results. Returns summary figures (return, drawdown, Sharpe, win rate, trades, a grade, whether it beat buy-and-hold) and the run's trades (when each entered and left, which exit ended it, its side, win or loss), never prices or bars; a figure may be withheld, with the reason. Waits up to 90 s, then answers status \"running\" with a run_id for get_result.","inputs":[{"name":"account_usd","type":"number","required":false,"description":"The starting account, in US dollars."},{"name":"code","type":"string","required":true,"description":"One backtesting.py Strategy class (describe_data has the rules)."},{"name":"costs","type":null,"required":false,"description":"The costs: two fractions of the trade value, or a list of costs each in its own unit."},{"name":"label","type":"string","required":false,"description":"A short text shown with the run."},{"name":"stated_rules","type":"array","required":false,"description":"Rules the trades are checked against, one per kind."},{"name":"study_id","type":"string","required":true,"description":"The id create_study returned."},{"name":"symbol","type":"string","required":true,"description":"One ticker (\"QQQ\", \"BTCUSD\", \"EURUSD\")."},{"name":"timeframe","type":"string","required":true,"description":null},{"name":"window","type":null,"required":false,"description":"Dates ({from, to}; `to` may be \"latest\") or the last N days, months or years ({last: {n, unit}}). Left out: the standard history, the newest bars counted back from the newest bar, cut at the start of…"}],"outputs":[{"name":"basis","type":"object","required":false,"description":null},{"name":"buy_and_hold","type":"object","required":false,"description":null},{"name":"cost_table","type":"object","required":false,"description":"Every cost the run charged: each component (commission, slippage, spread) with its amount, unit and basis, what it comes to per round trip, when it is taken, and whether it is yours (caller) or the m…"},{"name":"disclaimer","type":"string","required":false,"description":"The hypothetical-performance line, on a result (a run, or a study's runs): the same text the app shows with every result."},{"name":"grade","type":"object|null","required":false,"description":null},{"name":"grade_withheld","type":"string|null","required":false,"description":null},{"name":"headline","type":"string","required":false,"description":null},{"name":"held_out","type":"object|null","required":false,"description":null},{"name":"hold_out_estimate","type":"object","required":false,"description":null},{"name":"lines","type":"array","required":false,"description":null},{"name":"look_ahead","type":"string|null","required":false,"description":null},{"name":"market","type":"object","required":false,"description":null},{"name":"message","type":"string","required":false,"description":null},{"name":"metrics","type":"object","required":false,"description":null},{"name":"next","type":"object|null","required":false,"description":null},{"name":"notices","type":"array","required":false,"description":null},{"name":"poll_after_seconds","type":"integer","required":false,"description":null},{"name":"reason","type":"string","required":false,"description":null},{"name":"replayed_from","type":"string","required":false,"description":null},{"name":"retryable","type":"boolean","required":false,"description":null},{"name":"run_id","type":"string","required":false,"description":null},{"name":"runs_left_today","type":"object","required":false,"description":null},{"name":"settings","type":"object","required":false,"description":null},{"name":"stated_rule_breaks","type":"array","required":false,"description":null},{"name":"status","type":"string","required":true,"description":null},{"name":"study_id","type":"string","required":false,"description":null},{"name":"trade_list","type":"object","required":false,"description":"The run's trades in the order they were made, a page at a time: when each entered and left (a day on daily bars; a time on the `clock` on shorter ones; \"open at the end\" for a trade still open when t…"},{"name":"version","type":"integer","required":false,"description":null},{"name":"warnings","type":"array","required":false,"description":null},{"name":"window","type":"object","required":false,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":349},{"name":"get_result","title":"Read a result","description":"Reads a backtest result by its run_id (when run_backtest answered \"running\", call this until the run ends), or a study's runs by study_id (one of them with version). 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Left out: the first."},{"name":"version","type":null,"required":false,"description":null}],"outputs":[{"name":"basis","type":"object","required":false,"description":null},{"name":"buy_and_hold","type":"object","required":false,"description":null},{"name":"cost_table","type":"object","required":false,"description":"Every cost the run charged: each component (commission, slippage, spread) with its amount, unit and basis, what it comes to per round trip, when it is taken, and whether it is yours (caller) or the m…"},{"name":"disclaimer","type":"string","required":false,"description":"The hypothetical-performance line, on a result (a run, or a study's runs): the same text the app shows with every result."},{"name":"grade","type":"object|null","required":false,"description":null},{"name":"grade_withheld","type":"string|null","required":false,"description":null},{"name":"headline","type":"string","required":false,"description":null},{"name":"held_out","type":"object|null","required":false,"description":null},{"name":"highest_simulated_value","type":"object|null","required":false,"description":null},{"name":"hold_out","type":"object|null","required":false,"description":null},{"name":"hold_out_estimate","type":"object","required":false,"description":null},{"name":"lines","type":"array","required":false,"description":null},{"name":"look_ahead","type":"string|null","required":false,"description":null},{"name":"market","type":"object","required":false,"description":null},{"name":"message","type":"string","required":false,"description":null},{"name":"metrics","type":"object","required":false,"description":null},{"name":"next","type":"object|null","required":false,"description":null},{"name":"notices","type":"array","required":false,"description":null},{"name":"poll_after_seconds","type":"integer","required":false,"description":null},{"name":"reason","type":"string","required":false,"description":null},{"name":"replayed_from","type":"string","required":false,"description":null},{"name":"retryable","type":"boolean","required":false,"description":null},{"name":"run_id","type":"string","required":false,"description":null},{"name":"runs","type":"array","required":false,"description":null},{"name":"runs_left_today","type":"object","required":false,"description":null},{"name":"settings","type":"object","required":false,"description":null},{"name":"stated_rule_breaks","type":"array","required":false,"description":null},{"name":"status","type":"string","required":true,"description":null},{"name":"study_id","type":"string","required":false,"description":null},{"name":"trade_list","type":"object","required":false,"description":"The run's trades in the order they were made, a page at a time: when each entered and left (a day on daily bars; a time on the `clock` on shorter ones; \"open at the end\" for a trade still open when t…"},{"name":"version","type":"integer","required":false,"description":null},{"name":"warnings","type":"array","required":false,"description":null},{"name":"window","type":"object","required":false,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":192},{"name":"run_held_out_test","title":"Test on the hold-out","description":"The final out-of-sample check: runs a finished run's exact code once over its study's hold-out period. Call it at the end, on the run you would keep: the first held-out test per account and market is the one that counts, and a hold-out with too few trades for figures (a result needs 10) spends it all the same: each development run says how many trades the hold-out is expected to hold, in `hold_out_estimate`.","inputs":[{"name":"run_id","type":"string","required":true,"description":"A run of a study with a hold-out, which ran."}],"outputs":[{"name":"basis","type":"object","required":false,"description":null},{"name":"buy_and_hold","type":"object","required":false,"description":null},{"name":"cost_table","type":"object","required":false,"description":"Every cost the run charged: each component (commission, slippage, spread) with its amount, unit and basis, what it comes to per round trip, when it is taken, and whether it is yours (caller) or the m…"},{"name":"disclaimer","type":"string","required":false,"description":"The hypothetical-performance line, on a result (a run, or a study's runs): the same text the app shows with every result."},{"name":"grade","type":"object|null","required":false,"description":null},{"name":"grade_withheld","type":"string|null","required":false,"description":null},{"name":"headline","type":"string","required":false,"description":null},{"name":"held_out","type":"object|null","required":false,"description":null},{"name":"hold_out_estimate","type":"object","required":false,"description":null},{"name":"lines","type":"array","required":false,"description":null},{"name":"look_ahead","type":"string|null","required":false,"description":null},{"name":"market","type":"object","required":false,"description":null},{"name":"message","type":"string","required":false,"description":null},{"name":"metrics","type":"object","required":false,"description":null},{"name":"next","type":"object|null","required":false,"description":null},{"name":"notices","type":"array","required":false,"description":null},{"name":"poll_after_seconds","type":"integer","required":false,"description":null},{"name":"reason","type":"string","required":false,"description":null},{"name":"replayed_from","type":"string","required":false,"description":null},{"name":"retryable","type":"boolean","required":false,"description":null},{"name":"run_id","type":"string","required":false,"description":null},{"name":"runs_left_today","type":"object","required":false,"description":null},{"name":"settings","type":"object","required":false,"description":null},{"name":"stated_rule_breaks","type":"array","required":false,"description":null},{"name":"status","type":"string","required":true,"description":null},{"name":"study_id","type":"string","required":false,"description":null},{"name":"trade_list","type":"object","required":false,"description":"The run's trades in the order they were made, a page at a time: when each entered and left (a day on daily bars; a time on the `clock` on shorter ones; \"open at the end\" for a trade still open when t…"},{"name":"version","type":"integer","required":false,"description":null},{"name":"warnings","type":"array","required":false,"description":null},{"name":"window","type":"object","required":false,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":128},{"name":"compare_trades","title":"Check my own trades","description":"Checks a trader's own trades against a run's rule, on the price history this server holds: for each trade, in their order, whether the rule would have taken it and, if not, why (already in a trade, no entry signal that day, no bar that day). Use it when the trader lists trades they made and asks which the rule took, instead of working it out by hand. Takes a run (run_id) and the trades, each {side, entry, exit?}; answers in words, never prices. It re-runs the run's code, so it counts as a run on the run's symbol.","inputs":[{"name":"run_id","type":"string","required":false,"description":"A run_id run_backtest or run_held_out_test returned: the run whose code is checked against the trades."},{"name":"study_id","type":"string","required":false,"description":"A study's id; with `version`, one of its runs."},{"name":"time_zone","type":"string","required":false,"description":"The clock the trader says their times are on (\"UTC+2\", \"New York\", \"Europe/Prague\"). Left out: the clock the run's trade list is on (ET for stocks and ETFs, UTC otherwise)."},{"name":"trades","type":"array","required":true,"description":"The trader's own trades, in their order, each stamp exactly as the trader wrote it."},{"name":"version","type":null,"required":false,"description":null}],"outputs":[{"name":"clock","type":"string","required":false,"description":"On bars shorter than a day: the clock every time of the answer is on (your time_zone as you stated it, else ET for stocks and ETFs, UTC 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