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
Changed the definition of "ask_pipeworx", "ask_pipeworx_beta", "ask_pipeworx_grounded" and 3 more
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⟨44 unchanged words⟩ the question to the right one of 7,125132 tools across18751876 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 7,125132 tools, same arguments, same response shape) ⟨68 unchanged words⟩
⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 7,125132 across18751876 sources, fills arguments, fetches the data — ⟨38 unchanged words⟩ "llm_error"} when the data doesn't directly answer. An "llm_error" also carries refusal_cause ("wall" = our time budget ended before any model call was made; "route"|"threw"|"unparseable"|"wall_after_failure" = a model call failed); refusal_reason itself is unchanged. Use whenever an answer will be quoted, ⟨33 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's18751876 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 7,125132 tools IN PARALLEL, and returns a findings ⟨216 unchanged words⟩
⟨175 unchanged words⟩ they settle. THE THREE VENUES ARE NEVER POOLED.polymarket.comallsettlesthreeoncompare an END 60-second average with awhole-windowSTARTChainlink60-secondBTC/USDaverage,60sbutTWAP;on different feeds: polymarket.com on a Chainlink TWAP, polymarket-us and Kalshisettleon a CF Benchmarks BRTIendpointsimple average.AThe
before
{"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"}Authorization not required, issuer https://gateway.pipeworx.io
First tool surface recorded: 45 tools (server version 0.1.0)
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
https://gateway.pipeworx.io/uk-epc/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 9 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
after
{"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, or `match_status` is \"ambiguous\" or \"incomplete\" and the SEC hit was not an exact ticker, CIK or legal name (fleet #3606). 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"},"company_name_withheld":{"description":"The company name of a FUZZY SEC name match that is NOT asserted, withheld together with `cik_withheld`. See `unresolved.cik`.","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 is NOT asserted. Either it matched this name in OpenFIGI (`figi_match: \"name_search\"`) while `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 — or it is a `ticker_map` FIGI whose ticker came from a FUZZY SEC name match that is itself withheld (`cik_withheld`), so the mapping inherits the doubt. A `ticker_map` FIGI from an EXACT SEC hit (a real ticker, a CIK, an exact legal name) is never withheld. Carried so a caller who accepts the caveat can use it; see `unresolved.figi`.","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"},"lei_withheld":{"description":"A LEI that is NOT asserted: it matched the bare string exactly in GLEIF, but `match_status` is \"ambiguous\" or \"incomplete\" so the registers cannot say which company that string means, and a GLEIF hit on the same string is the same guess from another register. `relationships` is withheld with it. A LEI from an exact SEC hit, or from a complete legal name carrying its legal form, is never withheld. See `unresolved.lei`.","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 other name-matching candidates: distinct companies, deduped by CIK, excluding this issuer's own share classes — surfaced instead of dropped so a caller can tell a genuinely CONTESTED name match from a clean one.","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"},"ticker_withheld":{"description":"The ticker of a FUZZY SEC name match that is NOT asserted, withheld together with `cik_withheld` because it is the same guess. Carried so a caller who meant the US filer can still use it; see `unresolved.ticker`.","type":"string"},"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"}