Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Authorization not required, issuer https://gateway.pipeworx.io
Added "prediction_calibration"; changed the definition of "ask_pipeworx", "ask_pipeworx_beta", "ask_pipeworx_grounded" and 4 more (43 tools before, 44 now)
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⟨44 unchanged words⟩ the question to the right one of 7,023096 tools across18501868 verified sources, fills arguments, returns the structured ⟨165 unchanged words⟩
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
Beta version of ask_pipeworx: identical universal router (same 7,023096 tools, same arguments, same response shape) ⟨68 unchanged words⟩
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 7,023096 across18501868 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's18501868 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 7,023096 tools IN PARALLEL, and returns a findings ⟨216 unchanged words⟩
Realizable-vs-theoretical edge check against live CLOB order-bookdepth.depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left for you to add (fleet #3446: r/PredictionsMarkets flagged a "clean" fill that quietly omitted it as optimistic in the direction that loses money). REQUIRES one of `market` (single-market mode) or ⟨33 unchanged words⟩ top_of_book, vwap_fill_price, slippage_pp, shares_filled, max_fillable_usd,andverdict (clean|degraded|cannot_fill), fee_schedule ({category, taker_rate, exponent, maker_rebate_rate, fees_enabled, basis} — read off THIS market, never assumed free), fee_usd/fee_pp at the actual VWAP fill, breakeven_win_rate_taker (the win probability your side needs just to cover price + fee — ~51.8% on averdict50c crypto taker fill, not 50%), breakeven_win_rate_maker (clean|degraded|cannot_fillno fee charged to makers — any rebate is in fee_schedule.maker_rebate_rate)., and all_in_cost_pp = slippage_pp + fee_pp. BASKET: pass an event slug/URL + side ( ⟨36 unchanged words⟩ (top-of-book vs VWAP across all legs), capture_ratio
Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is taken at (falling back to the market TITLE when the clause itself says "the time range specified in the title" — e.g. Polymarket's 15-minute Chainlink TWAP family), the precision of the computation (e.g. "1-minute candle close" vs "60-second trailing average" vs "twap_60s_lookback"/"twap_30s_lookback" vs "election outcome"), comparison_basis — what is compared to what (end_average_vs_start_average | close_vs_open; orthogonal to precision, since venues can share this comparison shape while computing each endpoint differently), the evidence standard (official_source | consensus_reporting | any_credible_report ⟨15 unchanged words⟩ . Parses Polymarket's `description` field (fetched via polymarket_market, or via polymarket_us_search for the .us venue) or Kalshi's `rules_primary` + `rules_secondary` fields (fetched ⟨21 unchanged words⟩ a guess. Pass `market` as a Polymarket slug/URL (either venue) or a Kalshi market ticker (e.g. "KXBTCD-26SEP1317-T66999.99" ⟨44 unchanged words⟩ that look alike can settle on different sources (Polymarket.com's Chainlink TWAP stream vs Kalshi/Polymarket US's CF Benchmarks BRTI), at different times, or with a different
⟨10 unchanged words⟩ of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution_audit on both sides and compares source, settle time, precision, comparison_basis, and evidence standard. Returns `equivalent`: "true" only ⟨52 unchanged words⟩ at 5pm EDT — SAME asset, DIFFERENTcontractcontract; or ["source","precision"] for Polymarket.com's Chainlink 15-minute TWAP clause (precision "twap_60s_lookback") against Kalshi's 15-minute KXBTC15M clause (precision "60-second trailing average" off CF Benchmarks' BRTI) — different source and a different lookback mechanism, even though BOTH compare an end-of-window average to a start-of-window average, so comparison_basis is EQUAL there and correctly NOT in differing_fields — verified live 2026-10-22, fleet #3447); "unclear" when one or both sides ⟨14 unchanged words⟩ — read raw_clause yourself in that case). comparison_basis is flagged as differing whenever both sides resolved one and they disagree, independent of whether source/precision also matched. Only flagsa fieldsource/evidence_standard as differing when BOTH sides gave a SPECIFIC ⟨66 unchanged words⟩
Prediction Calibration — REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, not from live prices. Answers the one question no venue will: "a side shown at 82 with five minutes left, how often did it ACTUALLY win?" Returns a grid of (price bucket x minute elapsed) -> n, realized_win_rate_pp, mean_shown_price_pp, calibration_gap_pp (realized minus shown — zero means the book is calibrated), breakeven_win_rate_pp (the shown price plus the taker fee that was actually in force for that market), and net_edge_pp (reali…
Authorization not required, issuer https://gateway.pipeworx.io
Changed the definition of "ask_pipeworx", "ask_pipeworx_beta", "ask_pipeworx_grounded" and 1 more
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨43 unchanged words⟩ Routes the question to the right one of67,946023 tools across18291850 verified sources, fills arguments, returns the structured ⟨165 unchanged words⟩
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
Authorization not required, issuer https://gateway.pipeworx.io
Unknown → Live
Certificate recorded, valid to 2026-12-18
Authorization not required, issuer https://gateway.pipeworx.io
First tool surface recorded: 43 tools (server version 0.1.0)
https://gateway.pipeworx.io/tsa-passenger-volumes/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 10 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
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{"description":"Realizable fill risk against live order-book depth, plus Polymarket's own taker fee and the breakeven win-rate it implies (fleet #3446).","properties":{"_hint":{"description":"Usage note — what is gross vs net of fees, and what is still unmodeled.","type":"string"},"all_in_cost_pp":{"description":"Single-market mode: slippage_pp + fee_pp — the full round-trip cost of this fill.","type":["number","null"]},"book_levels_visible":{"description":"Single-market mode: count of price levels on the side priced.","type":"number"},"breakeven_win_rate_maker":{"description":"Single-market mode: win-rate a maker (no taker fee charged) would need — equals top_of_book.","type":"number"},"breakeven_win_rate_taker":{"description":"Single-market mode: win-rate (0-1) the filled side needs to break even as a taker, INCLUDING the fee — always worse than the raw fill price.","type":["number","null"]},"capture_ratio":{"description":"Basket mode: fraction of the theoretical edge that survives depth AND fees (fleet #3446 — was gross of fees before).","type":["number","null"]},"capture_ratio_gross":{"description":"Basket mode: the pre-fee figure capture_ratio used to report.","type":["number","null"]},"dead_legs":{"description":"Basket mode: leg slugs with zero visible depth on the priced side.","items":{"type":"string"},"type":"array"},"error":{"description":"Error code (orderbook_unavailable, event_books_unavailable, empty_book, bad_side, missing_input) — present only on failure.","type":"string"},"event":{"description":"Basket mode: resolved event slug.","type":"string"},"fee_pp":{"description":"Single-market mode: the taker fee as a percentage point of a $1 share — size-invariant, so it's the same number at any trade size.","type":"number"},"fee_schedule":{"description":"Polymarket's published taker-fee parameters for this market, read off the market payload (fleet #3446) — never assumed fee-free.","properties":{"basis":{"description":"Where the rate came from — payload (read off this market) is the most trustworthy.","enum":["payload","category","fallback","fee_free"],"type":"string"},"category":{"description":"Polymarket's fee category, e.g. 'crypto_fees_v2'.","type":["string","null"]},"exponent":{"description":"Exponent in fee = shares × rate × (p×(1-p))^exponent — 1 on every market observed.","type":"number"},"fees_enabled":{"description":"false means this market genuinely charges no taker fee.","type":["boolean","null"]},"maker_rebate_rate":{"description":"Polymarket's published maker rebate rate, when known.","type":["number","null"]},"taker_rate":{"description":"Taker-fee rate actually applied (0 means genuinely fee-free, never \"unknown\").","type":"number"}},"type":"object"},"fee_usd":{"description":"Single-market mode: Polymarket taker fee in USD on the shares actually filled.","type":"number"},"forced_directional_risk":{"description":"Basket mode: plain-English risk note naming dead/thin legs.","type":"string"},"leg_count":{"description":"Basket mode: number of legs priced.","type":"number"},"market":{"description":"Single-market mode: resolved market slug.","type":"string"},"max_fillable_usd":{"description":"Single-market mode: total USD value of the entire visible side of the book.","type":"number"},"message":{"description":"Human-readable error detail — present only on failure.","type":"string"},"mode":{"description":"Which mode answered — set by which of market/event was passed.","enum":["single_market","basket"],"type":"string"},"partition_complete":{"description":"Basket mode: false means truncated_legs > 0 — edge figures are directional only.","type":"boolean"},"per_leg":{"description":"Basket mode: per-leg fill detail.","items":{"properties":{"depth_shares":{"type":"number"},"fee_usd":{"description":"This leg's own Polymarket taker fee in USD at the executed size.","type":"number"},"fills_requested_size":{"type":"boolean"},"question":{"type":["string","null"]},"slippage_pp":{"type":["number","null"]},"slug":{"type":["string","null"]},"top_of_book":{"type":["number","null"]},"vwap_at_executed_size":{"type":["number","null"]}},"type":"object"},"type":"array"},"question":{"description":"Single-market mode: the market question.","type":["string","null"]},"realizable_at_executed_size":{"description":"Basket mode: VWAP sum across all legs at the executed size, net of each leg's own Polymarket taker fee (fleet #3446 — profit_usd was gross before).","properties":{"edge_pp":{"type":["number","null"]},"fees_usd_total":{"description":"Sum of per_leg[].fee_usd across every leg.","type":"number"},"note":{"description":"Present only when the basket is not executable at any size.","type":"string"},"profit_usd":{"description":"NET of every leg's own Polymarket taker fee.","type":"number"},"profit_usd_gross":{"description":"Before fees — kept alongside profit_usd so the fee cost is never hidden.","type":"number"},"sum_yes":{"type":["number","null"]}},"type":"object"},"reasoning":{"description":"Plain-English explanation of the verdict, naming the all-in cost and breakeven.","type":"string"},"scaled_down_by_thinnest_leg":{"description":"Basket mode: true if executed size was capped below the requested size.","type":"boolean"},"settlement_notional_executed_usd":{"description":"Basket mode: shares-per-leg actually executable, scaled down by the thinnest leg.","type":"number"},"settlement_notional_requested_usd":{"description":"Basket mode: requested shares-per-leg (the size_usd argument).","type":"number"},"shares_filled":{"description":"Single-market mode: shares actually fillable from visible depth.","type":"number"},"side":{"description":"Single-market mode: the side actually priced (buy_yes|sell_yes|buy_no|sell_no).","type":"string"},"side_auto_selected":{"description":"Basket mode: true if side was inferred from the partition sum rather than passed explicitly.","type":"boolean"},"size_usd_requested":{"description":"Single-market mode: the size_usd argument, clamped.","type":"number"},"slippage_pp":{"description":"Single-market mode: |vwap - top_of_book| in percentage points.","type":["number","null"]},"strategy":{"description":"Basket mode: which side was priced across every leg.","enum":["sell_yes_every_leg","buy_yes_every_leg"],"type":"string"},"theoretical":{"description":"Basket mode: top-of-book sum across all legs, before depth.","properties":{"basis":{"type":"string"},"edge_pp":{"type":"number"},"sum_yes":{"type":"number"}},"type":"object"},"thin_legs":{"description":"Basket mode: leg slugs that cannot cleanly absorb the requested size.","items":{"type":"string"},"type":"array"},"title":{"description":"Basket mode: event title.","type":["string","null"]},"top_of_book":{"description":"Single-market mode: best price on the side priced.","type":"number"},"truncated_legs":{"description":"Basket mode: legs dropped by the 80-leg cap, if any.","type":"number"},"usd_filled":{"description":"Single-market mode: dollars actually fillable from visible depth.","type":"number"},"verdict":{"description":"Single-market mode: fill-quality verdict based on depth/slippage (independent of the fee).","enum":["clean","degraded","cannot_fill"],"type":"string"},"vwap_fill_price":{"description":"Single-market mode: volume-weighted fill price across the requested size; null if nothing filled.","type":["number","null"]}},"type":"object"}⟨9 unchanged words⟩ properties":{"market":{"description":"Polymarket (.com or .us) market slug or URL, OR a Kalshi market ⟨19 unchanged words⟩ ":"Which venue to fetch the market from. \"polymarket\" is the offshore venue (polymarket.com); \"polymarket-us\" is the separate, CFTC-regulated polymarket.us venue, matched by slug via its own search (no exact-slug lookup exists upstream).","enum":["polymarket","kalshi","polymarket-us"],"type":"string"}},"required" ⟨4 unchanged words⟩
Beta version of ask_pipeworx: identical universal router (same67,946023 tools, same arguments, same response shape) ⟨68 unchanged words⟩
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨8 unchanged words⟩ as ask_pipeworx — picks the right tool from67,946023 across18291850 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's18291850 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ , routes each to the right one of67,946023 tools IN PARALLEL, and returns a findings ⟨216 unchanged words⟩