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
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 of67,940023 tools across18271850 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 (same67,940023 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 from67,940023 across18271850 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's18271850 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ , routes each to the right one of67,940023 tools IN PARALLEL, and returns a findings ⟨216 unchanged words⟩
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 3 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 6,842940 tools across18031827 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 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: 44 tools (server version 0.1.0)
https://gateway.pipeworx.io/us-elections/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 12 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
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 6,842940 across18031827 sources, fills arguments, fetches the data — ⟨85 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` ⟨92 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's18031827 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,842940 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⟩