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.
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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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⟨43 unchanged words⟩ Routes the question to the right one of67,901117 tools across18151873 verified sources, fills arguments, returns the structured ⟨165 unchanged words⟩
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Beta version of ask_pipeworx: identical universal router (same67,901117 tools, same arguments, same response shape) ⟨68 unchanged words⟩
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⟨8 unchanged words⟩ as ask_pipeworx — picks the right tool from67,901117 across18151873 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩
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⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's18151873 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ , routes each to the right one of67,901117 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…
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Authorization not required, issuer https://gateway.pipeworx.io
Authorization not required, issuer https://gateway.pipeworx.io
Authorization not required, issuer https://gateway.pipeworx.io
Added "company_register_search"; changed the definition of "ask_pipeworx", "ask_pipeworx_beta", "ask_pipeworx_grounded" and 5 more (42 tools before, 43 now)
⟨44 unchanged words⟩ the question to the right one of 6,705901 tools across17651815 verified sources, fills arguments, returns the structured ⟨135 unchanged words⟩ routes to live news + the *-news-feeds packs. Optionally pass packs:["slug","slug"] to restrict routing to specific sources ("answer this using THESE packs"); omit it for full-catalog routing.
⟨38 unchanged words⟩ for question.","type":"string"},"packs":{"description":"OPTIONAL. Restrict routing to these pack slugs (e.g. [\"sec-form-d\",\"sec-13f\"]) — the router then picks only from tools in those packs. Omit for the default full-catalog routing. Slugs come from list_packs / search_packs / https://pipeworx.io/directory; unlisted or unknown slugs are ignored and named in _meta.pack_scope.ignored, and if none of them resolves the question is routed across the whole catalog with _meta.pack_scope.full_catalog:true (never an empty answer).","items":{"type":"string"},"type":"array"},"
npm:@pipeworx/mcp-alabama-code (package_npm) — from npm
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Authorization not required, issuer https://gateway.pipeworx.io
Authorization not required, issuer https://gateway.pipeworx.io
Changed the definition of "ask_pipeworx", "ask_pipeworx_beta", "ask_pipeworx_grounded" and 2 more
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨44 unchanged words⟩ the question to the right one of 6,631705 tools across17401765 verified sources, fills arguments, returns the structured ⟨143 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 6,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: 42 tools (server version 0.1.0)
https://gateway.pipeworx.io/alabama-code/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 19 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 (same 6,705901 tools, same arguments, same response shape) ⟨68 unchanged words⟩
⟨27 unchanged words⟩ for question.","type":"string"},"packs":{"description":"OPTIONAL. Restrict routing to these pack slugs (e.g. [\"sec-form-d\",\"sec-13f\"]) — the router then picks only from tools in those packs. Omit for the default full-catalog routing. Slugs come from list_packs / search_packs / https://pipeworx.io/directory; unlisted or unknown slugs are ignored and named in _meta.pack_scope.ignored, and if none of them resolves the question is routed across the whole catalog with _meta.pack_scope.full_catalog:true (never an empty answer).","items":{"type":"string"},"type":"array"},"prompt":{"description":"Alias for question.", ⟨48 unchanged words⟩
⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,705901 across17651815 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩
⟨26 unchanged words⟩ for question.","type":"string"},"prefer_tool":{"description":"Run this exact tool instead of letting the router choose — use a name from a previous answer's alternatives[]. Arguments are still filled from your question. Unknown names are refused, never guessed.","type":"string"},"prompt":{"description":"Alias for question.", ⟨46 unchanged words⟩
⟨175 unchanged words⟩ FY2026 and Apple's ending 2025-09-27 is FY2025. Attributesin v1: revenue, net_income,cash.cash, gross_profit, operating_income, eps_diluted, capex, operating_cash_flow, long_term_debt, shares_outstanding (the dei COVER-PAGE share count, so its period end is the cover date, after the quarter closed — that is the most current count the filing carries). Units are not all USD: shares_outstanding is in `shares` with currency null, eps_diluted in `USD/shares`. A discrete quarter the filer never filed — every Q4, and Q2/Q3 of cash-flow lines, which are filed year-to-date — is DERIVED as YTD(q) minus YTD(q-1) and comes back with `reported: false`, the subtraction named in `derivation` (fy_minus_9m / ytd_9m_minus_6m / ytd_6m_minus_3m) and both legs with their filings in `derived_from`; test `reported` if you will only accept a figure lifted from a filing. Per-share and balance-sheet figures are NEVER derived. Every non-answer is a named status — `unavailable` ⟨63 unchanged words⟩ no accession behind it). Source: SEC EDGAR, XBRLcompanyconceptfinancial facts, one publisher read once — see `corroboration`. ⟨11 unchanged words⟩
⟨6 unchanged words⟩ {"fiscal_year":2023,"type":"annual"}},{"attribute":"shares_outstanding","company":"TSLA","period":{"fiscal_quarter":2,"fiscal_year":2026,"type":"quarterly"}},{"attribute":"capex","company":"TSLA","period":{"fiscal_quarter":2,"fiscal_year":2026,"type":"quarterly"}},{"attribute":"net_income","company":"TSLA","period":{"fiscal_quarter":4,"fiscal_year":2025,"type":"quarterly"}}],"properties":{"as_of":{"description": ⟨41 unchanged words⟩ = cash and cash equivalents at the periodend.end; \"gross_profit\"; \"operating_income\"; \"eps_diluted\" (diluted EPS, unit USD/shares, never derived or summed); \"capex\" (cash paid for PP&E); \"operating_cash_flow\" (net cash from operating activities); \"long_term_debt\" (the noncurrent balance-sheet line where the filer tags it, else total long-term debt — `fact.measure` says which); \"shares_outstanding\" (dei cover-page common shares, unit \"shares\", as of the COVER DATE rather than the period end).","enum":["revenue","net_income","cash","gross_profit","operating_income","eps_diluted","capex","operating_cash_flow","long_term_debt","shares_outstanding"],"type":"string"},"basis": ⟨307 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's17651815 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,705901 tools IN PARALLEL, and returns a findings ⟨216 unchanged words⟩
⟨104 unchanged words⟩ //edgar/company/{cik}/filings/{accession} URIs); fundamentals (LATESTthe10-KlatestRevenuesANNUAL+Revenues, NetIncomeLoss+, Cash,sorteddiluted EPS, capex and operating cash flow, each with its period_end,DESCSEC form and the accession of the filing it came from — plus EntityCommonStockSharesOutstanding, which is the newest COVER-PAGE share count the filer has published rather than an annual one, so its period_end is a cover date after the quarter closed and it is the right per-share denominator; a filer tagging a fallback concept appears under the name of that tag instead, e.g. PaymentsToAcquireProductiveAssets instead of PaymentsToAcquirePropertyPlantAndEquipment); patents (USPTO PatentsView API sunset May ⟨192 unchanged words⟩
⟨3 unchanged words⟩ "value":"AAPL"}],"properties":{"country":{"description":"OPTIONAL ISO 3166-1 alpha-2 of the business register you mean (\"NO\", \"FI\", \"GB\", \"JP\", \"FR\", \"EE\", \"BR\"). Only affects a NAME lookup, and is often what separates the company you mean from a US namesake. When a name resolves to a register entity with no CIK, the SEC/CIK-keyed sections are reported under `sources_skipped` with reason `not_queried` — they were never asked, which is not the same as having failed.","type":"string"},"type":{"description":"\"company\" or \"ticker\ ⟨37 unchanged words⟩ or company name (e.g., \"Moderna\").—AnamesNAMEresolvenowviaresolves through the national business registers as well as SEC EDGAR,company-namesomatch.a non-US company returns its register identity and record rather than `resolved: false`.","type":"string"}},"required": ⟨4 unchanged words⟩
⟨3 unchanged words⟩ "value":"AAPL"}],"properties":{"country":{"description":"OPTIONAL ISO 3166-1 alpha-2 of the country whose business register you mean (\"NO\", \"FI\", \"JP\", \"GB\", \"FR\", \"EE\", \"BR\"). Narrows the national-register fan-out and is often the difference between the right company and a US namesake — \"Apple\" with country \"NO\" is a Norwegian company, not Apple Inc. Omitting it searches every register we can name, which is the right default when you do not know. company only; ignored for drug.","type":"string"},"type":{"description":"Entity type: \" ⟨87 unchanged words⟩
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{"properties":{"brand":{"type":"string"},"candidates":{"description":"Rivals, best first. Populated on \"ambiguous\" and on \"matched\" alike.","items":{"properties":{"country":{"description":"ISO-2 of the REGISTER, not of the company's operations.","type":"string"},"data_as_of":{"description":"That register's own snapshot date, per row, so a stale country is visible.","type":["string","null"]},"detail_tool":{"description":"The live pack tool that returns the full record, e.g. \"brreg-no:get_entity\".","type":["string","null"]},"legal_form":{"type":["string","null"]},"legal_name":{"type":"string"},"lei":{"description":"From the GLEIF crosswalk when present. Never guessed from a name.","type":["string","null"]},"match_type":{"enum":["id","exact","exact_form","prefix","tokens"],"type":"string"},"matched_kind":{"enum":["legal","trading","former","english","kana"],"type":"string"},"matched_name":{"description":"The name row that matched, exactly as the publisher spells it.","type":"string"},"register":{"description":"Publisher + dataset, e.g. \"Brønnøysund Register Centre, Enhetsregisteret\". Never a URL or filename.","type":"string"},"register_id":{"description":"The native id in the register's own canonical formatting.","type":"string"},"register_key":{"description":"Stable machine slug for the register.","type":"string"},"registration_status":{"description":"GLEIF rows only: the LEI RECORD's lifecycle (ISSUED/LAPSED/RETIRED/...). A DIFFERENT fact from `status` — a lapsed LEI is unmaintained reference data about a company that may well still trade.","type":["string","null"]},"score":{"description":"0-1, assigned centrally. An adapter never grades itself.","type":"number"},"status":{"description":"The COMPANY's status.","enum":["active","inactive","dissolved","unknown"],"type":"string"},"status_raw":{"description":"The register's own status word, verbatim and unglossed.","type":["string","null"]}},"required":["country","register","register_key","register_id","legal_name","score","status"],"type":"object"},"type":"array"},"cik_withheld":{"description":"A CIK that came back from a FUZZY SEC name match and is NOT asserted, because the spine matched a stronger non-US candidate. The number is here so a caller who wanted the US filer can still use it; what changed is that we no longer claim it IS the answer. See `unresolved.cik` for the reason.","type":"string"},"fanout_incomplete":{"description":"Present IFF at least one register in `searched[]` carried an `error` — set even when `match_status` stayed \"ambiguous\". `withheld_match` is the candidate this call declined to ASSERT because a register was missing, carried rather than discarded so a caller who accepts the caveat can still use it.","properties":{"unavailable":{"items":{"properties":{"country":{"type":"string"},"error":{"type":"string"},"register":{"type":"string"},"register_key":{"type":"string"}},"type":"object"},"type":"array"},"withheld_match":{"type":["object","null"]}},"type":"object"},"figi_withheld":{"description":"A FIGI that matched this name in OpenFIGI (`figi_match: \"name_search\"`) and is NOT asserted, because `match_status` is \"incomplete\": a name search cannot tell a company apart from a security carrying its name, and the registers that would have settled it are the ones we could not ask. A `ticker_map` FIGI is never withheld this way — it is corroborated by the resolved ticker it came from. Carried so a caller who accepts the caveat can use it; see `unresolved.figi`, and retry, since a transiently rate-limited register completes on the next call.","type":"string"},"ids":{"description":"Every identifier established: cik, ticker, company_name, lei, figi, isin, cusip, register_id, register_country. A key absent here appears in `unresolved` with a reason — never silently dropped.","type":"object"},"ingredient":{"type":"string"},"match_explanation":{"description":"Plain words. Always present when the spine ran, and required on \"ambiguous\" and \"no_match\".","type":"string"},"match_scoring":{"description":"The margin rule's own inputs, so a caller can see WHY it fell where it did.","properties":{"margin":{"type":["number","null"]},"runner_up":{"type":["number","null"]},"thresholds":{"properties":{"floor":{"type":"number"},"margin":{"type":"number"},"match":{"type":"number"}},"type":"object"},"top":{"type":["number","null"]}},"type":"object"},"match_status":{"description":"The headline to branch on. \"ambiguous\" is an ANSWER, not a failure: two companies matched the name equally well and both are in `candidates`. \"no_match\" means every register in `searched` was asked and none carried it. \"incomplete\" means one of them could NOT be asked (it carries an `error` in `searched[]`), so the candidate set is short by an unknown amount and no id is asserted — distinct from \"ambiguous\" because a RETRY is what resolves it, not a narrower query; `fanout_incomplete` names the unreachable registers and carries, under `withheld_match`, the candidate that would have been returned on a complete fan-out.","enum":["matched","ambiguous","no_match","incomplete"],"type":"string"},"notes":{"type":"string"},"query":{"type":"string"},"registers":{"description":"The matched entity as every register that carries it — the match (flagged `matched: true`) plus anything that collapsed into it. A Companies House number AND the LEI that crosswalks to it are the SAME answer, not rivals.","items":{"properties":{"country":{"description":"ISO-2 of the REGISTER, not of the company's operations.","type":"string"},"data_as_of":{"description":"That register's own snapshot date, per row, so a stale country is visible.","type":["string","null"]},"detail_tool":{"description":"The live pack tool that returns the full record, e.g. \"brreg-no:get_entity\".","type":["string","null"]},"legal_form":{"type":["string","null"]},"legal_name":{"type":"string"},"lei":{"description":"From the GLEIF crosswalk when present. Never guessed from a name.","type":["string","null"]},"match_type":{"enum":["id","exact","exact_form","prefix","tokens"],"type":"string"},"matched_kind":{"enum":["legal","trading","former","english","kana"],"type":"string"},"matched_name":{"description":"The name row that matched, exactly as the publisher spells it.","type":"string"},"register":{"description":"Publisher + dataset, e.g. \"Brønnøysund Register Centre, Enhetsregisteret\". Never a URL or filename.","type":"string"},"register_id":{"description":"The native id in the register's own canonical formatting.","type":"string"},"register_key":{"description":"Stable machine slug for the register.","type":"string"},"registration_status":{"description":"GLEIF rows only: the LEI RECORD's lifecycle (ISSUED/LAPSED/RETIRED/...). A DIFFERENT fact from `status` — a lapsed LEI is unmaintained reference data about a company that may well still trade.","type":["string","null"]},"score":{"description":"0-1, assigned centrally. An adapter never grades itself.","type":"number"},"status":{"description":"The COMPANY's status.","enum":["active","inactive","dissolved","unknown"],"type":"string"},"status_raw":{"description":"The register's own status word, verbatim and unglossed.","type":["string","null"]}},"required":["country","register","register_key","register_id","legal_name","score","status"],"type":"object"},"type":"array"},"related":{"description":"Entities that collapsed INTO the match, each carrying `collapsed_by`.","items":{"properties":{"country":{"description":"ISO-2 of the REGISTER, not of the company's operations.","type":"string"},"data_as_of":{"description":"That register's own snapshot date, per row, so a stale country is visible.","type":["string","null"]},"detail_tool":{"description":"The live pack tool that returns the full record, e.g. \"brreg-no:get_entity\".","type":["string","null"]},"legal_form":{"type":["string","null"]},"legal_name":{"type":"string"},"lei":{"description":"From the GLEIF crosswalk when present. Never guessed from a name.","type":["string","null"]},"match_type":{"enum":["id","exact","exact_form","prefix","tokens"],"type":"string"},"matched_kind":{"enum":["legal","trading","former","english","kana"],"type":"string"},"matched_name":{"description":"The name row that matched, exactly as the publisher spells it.","type":"string"},"register":{"description":"Publisher + dataset, e.g. \"Brønnøysund Register Centre, Enhetsregisteret\". Never a URL or filename.","type":"string"},"register_id":{"description":"The native id in the register's own canonical formatting.","type":"string"},"register_key":{"description":"Stable machine slug for the register.","type":"string"},"registration_status":{"description":"GLEIF rows only: the LEI RECORD's lifecycle (ISSUED/LAPSED/RETIRED/...). A DIFFERENT fact from `status` — a lapsed LEI is unmaintained reference data about a company that may well still trade.","type":["string","null"]},"score":{"description":"0-1, assigned centrally. An adapter never grades itself.","type":"number"},"status":{"description":"The COMPANY's status.","enum":["active","inactive","dissolved","unknown"],"type":"string"},"status_raw":{"description":"The register's own status word, verbatim and unglossed.","type":["string","null"]}},"required":["country","register","register_key","register_id","legal_name","score","status"],"type":"object"},"type":"array"},"resolved":{"description":"At least one identifier was established. Read `match_status` and `unresolved` for WHICH — a company can be resolved in a national register with no CIK at all.","type":"boolean"},"resources":{"type":"object"},"searched":{"description":"EVERY register asked, with its own as-of date and row count. A register that could not be reached carries `error` — 0 rows with an error is \"we could not ask\", 0 rows without one is \"nothing is there\", and they are different answers.","items":{"properties":{"country":{"type":"string"},"data_as_of":{"type":["string","null"]},"error":{"type":"string"},"register":{"type":"string"},"register_key":{"type":"string"},"rows":{"type":"number"}},"required":["register","register_key","country","rows"],"type":"object"},"type":"array"},"sec_alternatives":{"description":"EDGAR's own discarded near-misses on a name match, surfaced instead of dropped.","items":{"properties":{"cik":{"type":"string"},"company_name":{"type":"string"},"ticker":{"type":"string"}},"type":"object"},"type":"array"},"sources":{"description":"Per-identifier provenance. Every key in `ids` has a matching key here.","type":"object"},"type":{"type":"string"},"unresolved":{"description":"Per-identifier reason an id could NOT be established — the honest twin of `ids`.","type":"object"}},"required":["type","query","resolved","ids","sources","unresolved"],"type":"object"}⟨140 unchanged words⟩ params:{state:"CO", name_query?, entity_type?}), "tech_change" (a watched domain's website technology stack adds or drops a technology — params:{domains:["acme.com"], technologies?}). Delivery channels: feed (always on — ⟨29 unchanged words⟩
⟨315 unchanged words⟩ , CO, OR, CT, TX, PA. tech_change: {domains:[\"acme.com\",\"example.org\"], technologies?:[\"Shopify\",\"Segment\"]} — domains required (1-200), technologies optional (exact names, case-insensitive) to narrow which detected technologies alert. Unknown keys inform_d/news_keyword/job_post/tool_diff/new_entityform_d/news_keyword/job_post/tool_diff/new_entity/tech_change params are rejected at subscribe time.","type ⟨12 unchanged words⟩ ","news_keyword","job_post","tool_diff","new_entity","tech_change"],"type":"string"}},"required" ⟨4 unchanged words⟩
Company Register Search — Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish business id, a SIREN, a Japanese corporate number, an Estonian registry code, a CNPJ, or an LEI. Use this when you want the OFFICIAL REGISTERED ENTITY and the country is not the US, or when you do not know which country it is. Registers searched: Companies House (GB), Enhetsregisteret (NO), PRH/YTJ (FI), Sirene (FR), 法人番号公表サイト (JP), RIK e-Business Register (EE), and the GLEIF LEI crosswalk, which reaches jurisdictions we have no regis…
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 6,631705 across17401765 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's17401765 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,631705 tools IN PARALLEL, and returns a findings ⟨216 unchanged words⟩
⟨126 unchanged words⟩ :{tool, args?, fields[], schedule}), "new_entity" (new business registrations from a state business-entity registry — params:{state:"CO", name_query?, entity_type?}). Delivery channels: feed (always on — ⟨29 unchanged words⟩
⟨286 unchanged words⟩ schedule \"hourly\" needs the paid tier. new_entity: {state:\"CO\", name_query?:\"dental\", entity_type?:\"limited liability\"} — state is required and must be one of FL, NY, CO, OR, CT, TX, PA. Unknown keys inform_d/news_keyword/job_post/tool_diffform_d/news_keyword/job_post/tool_diff/new_entity params are rejected at subscribe time.","type ⟨11 unchanged words⟩ ","form_d","news_keyword","job_post","tool_diff","new_entity"],"type":"string"}},"required" ⟨4 unchanged words⟩