Marketdata App
Server Details
Market Data App MCP — wraps the Market Data App API (marketdata.app)
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- Unhealthy
- Uptime
- 0.4% over 32 days
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- Streamable HTTP
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- pipeworx-io/mcp-marketdata-app
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- mcp-marketdata-app
TDQS
Scored across 45 tools
The descriptions go to extreme lengths to explain when to prefer each tool, which rescues an otherwise overlapping set — but real overlaps remain: ask_pipeworx vs ask_pipeworx_beta (explicitly identical right now) vs ask_pipeworx_grounded vs deep_research all compete as 'answer a question' entry points, and entity_profile vs company_facts vs compare_entities vs recent_changes vs research_row all profile companies. The five polymarket_* tools and the archive_evidence/archive_compare pair are distinguishable only by reading long prose.
Mostly snake_case and readable, but patterns are mixed: verb_noun (archive_compare, classify_row, compare_entities), bare verbs (remember, forget, recall, subscribe), noun phrases (recent_alerts, recent_changes), and a product-prefixed family (marketdata_candles, marketdata_option_chain, marketdata_stock_quote) that uses no verb at all. The ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded triple is consistent internally but sits oddly beside the rest.
45 tools is heavy for any single server and far beyond the usual 3-15 sweet spot, especially since the surface mixes a stock/options market-data pack with a general-purpose research gateway, prediction-market analytics, memory, subscriptions, and site-audit tools. Several tools (ask_pipeworx_beta, discover_tools, suggest_questions, pipeworx_trending) exist mainly to navigate the size of the catalog rather than to do work.
Coverage of the advertised market-data domain (quotes, candles, option chain, option quote) plus the broader research/media/registry surface is broad and mostly read-side complete, with memory, subscription, and feedback lifecycle tools present. However the surface is scattershot rather than a coherent domain CRUD: there is no consistent create/update/delete pattern, and the server name ('Marketdata App') matches only a small fraction of what is actually exposed, leaving the true scope poorly bounded.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
11 tool updates
- Added
archive_compare - Added
archive_evidence - Changed
ask_pipeworx1 field changed- added
Input schema / properties / packsAdded value: +{ + "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" +}
- Changed
ask_pipeworx_beta1 field changed- added
Input schema / properties / packsAdded value: +{ + "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" +}
- Changed
ask_pipeworx_grounded1 field changed- added
Input schema / properties / prefer_toolAdded value: +{ + "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" +}
- Added
classify_row - Added
company_register_search - Changed
entity_profile2 fields changed- added
Input schema / properties / countryAdded value: +{ + "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" +} - changed
Input schema / properties / value / descriptionPrevious value: -"Ticker (e.g., \"AAPL\"), zero-padded CIK (e.g., \"0000320193\"), or company name (e.g., \"Moderna\") — names resolve via SEC EDGAR company-name match."New value: +"Ticker (e.g., \"AAPL\"), zero-padded CIK (e.g., \"0000320193\"), or company name (e.g., \"Moderna\"). A NAME now resolves through the national business registers as well as SEC EDGAR, so a non-US company returns its register identity and record rather than `resolved: false`."
- Added
research_row - Changed
resolve_entity2 fields changed- added
Input schema / properties / countryAdded value: +{ + "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" +} - changed
Output schema / (root)Previous value: -nullNew value: +{ + "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" +}
- Changed
subscribe2 fields changed- changed
Input schema / properties / params / descriptionPrevious value: -"Type-specific filter. sec_8k: {ticker:\"AAPL\", items?:[\"5.02\",\"1.01\"]}. polymarket_edge: {topic:\"fed\", min_spread_bps?:500}. fred_series: {series_id:\"UNRATE\"}. patent_grant: {applicant:\"Apple Inc.\"}. clinical_trial: {sponsor?:\"Pfizer\", condition?:\"lung cancer\", phase?:\"PHASE3\"} (sponsor or condition required)."New value: +"Type-specific filter. sec_8k: {ticker:\"AAPL\", items?:[\"5.02\",\"1.01\"]}. polymarket_edge: {topic:\"fed\", min_spread_bps?:500}. fred_series: {series_id:\"UNRATE\"}. patent_grant: {applicant:\"Apple Inc.\"}. clinical_trial: {sponsor?:\"Pfizer\", condition?:\"lung cancer\", phase?:\"PHASE3\"} (sponsor or condition required). form_d: {state?:\"CA\", industry?:\"Biotechnology\", min_amount?:500000, exemption?:\"06B\"} (all optional — omit all to watch every new Form D nationwide). news_keyword: {query:\"\\\"semiconductor sanctions\\\"\", lang?:\"eng\", domains?:[\"reuters.com\"]} (query required). job_post: EITHER {ats:\"greenhouse\", board_token:\"acme\"} (exact board) OR {domain:\"acme.com\"} (auto-detected), plus optional title_query/location_query substrings. tool_diff: {tool:\"form5500\", args?:{...}, fields:[\"headcount\"], schedule:\"daily\"} — re-runs that tool on schedule and fires when the named fields change; tool must be read-only and not need a Pipeworx-held platform key; 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 in form_d/news_keyword/job_post/tool_diff/new_entity params are rejected at subscribe time." - changed
Input schema / properties / type / enumPrevious value: -[ - "sec_8k", - "polymarket_edge", - "fred_series", - "patent_grant", - "clinical_trial" -]New value: +[ + "sec_8k", + "polymarket_edge", + "fred_series", + "patent_grant", + "clinical_trial", + "form_d", + "news_keyword", + "job_post", + "tool_diff", + "new_entity" +]
1 tool update
- Changed
release_calendar_markets2 fields changed- added
Output schema / properties / empty_reasonAdded value: +{ + "description": "Present ONLY on a zero-release window: \"no_releases_in_window\". The window was queried and nothing is scheduled — this is an answer, not a failure.", + "type": "string" +} - added
Output schema / properties / hintAdded value: +{ + "description": "Present ONLY on a zero-release window: what to change (usually a wider `hours`).", + "type": "string" +}
4 tool updates
- Changed
deep_research8 fields changed- added
Input schema / properties / askAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / inputAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / messageAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / promptAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / qAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - changed
Input schema / properties / question / descriptionPrevious value: -"The research question, in natural language. Broad/multi-part is fine — decomposition is the point."New value: +"The research question, in natural language. Broad/multi-part is fine — decomposition is the point. Accepts query, q, prompt, text, input, ask, message as aliases." - added
Input schema / properties / textAdded value: +{ + "description": "Alias for question.", + "type": "string" +}
- Changed
forget4 fields changed- added
Input schema / properties / kAdded value: +{ + "description": "Alias for key.", + "type": "string" +} - changed
Input schema / properties / key / descriptionPrevious value: -"Memory key to delete"New value: +"Memory key to delete. Accepts name, k, label as aliases." - added
Input schema / properties / labelAdded value: +{ + "description": "Alias for key.", + "type": "string" +} - added
Input schema / properties / nameAdded value: +{ + "description": "Alias for key.", + "type": "string" +}
- Changed
recall4 fields changed- added
Input schema / properties / kAdded value: +{ + "description": "Alias for key.", + "type": "string" +} - changed
Input schema / properties / key / descriptionPrevious value: -"Memory key to retrieve (omit to list all keys)"New value: +"Memory key to retrieve (omit to list all keys). Accepts name, k, label as aliases." - added
Input schema / properties / labelAdded value: +{ + "description": "Alias for key.", + "type": "string" +} - added
Input schema / properties / nameAdded value: +{ + "description": "Alias for key.", + "type": "string" +}
- Changed
remember9 fields changed- added
Input schema / properties / contentAdded value: +{ + "description": "Alias for value.", + "type": "string" +} - added
Input schema / properties / dataAdded value: +{ + "description": "Alias for value.", + "type": "string" +} - added
Input schema / properties / kAdded value: +{ + "description": "Alias for key.", + "type": "string" +} - changed
Input schema / properties / key / descriptionPrevious value: -"Memory key (e.g., \"subject_property\", \"target_ticker\", \"user_preference\")"New value: +"Memory key (e.g., \"subject_property\", \"target_ticker\", \"user_preference\"). Accepts name, k, label as aliases." - added
Input schema / properties / labelAdded value: +{ + "description": "Alias for key.", + "type": "string" +} - added
Input schema / properties / nameAdded value: +{ + "description": "Alias for key.", + "type": "string" +} - added
Input schema / properties / textAdded value: +{ + "description": "Alias for value.", + "type": "string" +} - added
Input schema / properties / vAdded value: +{ + "description": "Alias for value.", + "type": "string" +} - changed
Input schema / properties / value / descriptionPrevious value: -"Value to store (any text — findings, addresses, preferences, notes)"New value: +"Value to store (any text — findings, addresses, preferences, notes). Accepts content, text, data, v as aliases; a non-string value is stored as JSON."
23 tool updates
- Changed
ai_visibility_check1 field changed- added
Input schema / examplesAdded value: +[ + { + "entity": "Tesla" + } +]
- Changed
ask_pipeworx3 fields changed- added
Input schema / properties / askAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / messageAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - changed
Input schema / properties / question / descriptionPrevious value: -"Your question or request in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question or request in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."
- Changed
ask_pipeworx_beta4 fields changed- added
Input schema / examplesAdded value: +[ + { + "question": "What is the current US unemployment rate?" + } +] - added
Input schema / properties / askAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / messageAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - changed
Input schema / properties / question / descriptionPrevious value: -"Your question or request in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question or request in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."
- Changed
ask_pipeworx_grounded4 fields changed- added
Input schema / examplesAdded value: +[ + { + "question": "What was Apple's fiscal 2023 revenue?" + } +] - added
Input schema / properties / askAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - added
Input schema / properties / messageAdded value: +{ + "description": "Alias for question.", + "type": "string" +} - changed
Input schema / properties / question / descriptionPrevious value: -"Your question in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."
- Changed
company_facts4 fields changed- added
Input schema / examplesAdded value: +[ + { + "attribute": "revenue", + "company": "AAPL", + "period": { + "fiscal_year": 2023, + "type": "annual" + } + } +] - added
Input schema / properties / as_ofAdded value: +{ + "description": "Past ISO timestamp with timezone. Replay the latest answer actually recorded by that instant; no invented history or live fallback.", + "type": "string" +} - added
Input schema / properties / freshnessAdded value: +{ + "description": "cached (default) permits an eligible stored answer; fresh requires an upstream refresh and never silently falls back to stale data.", + "enum": [ + "cached", + "fresh" + ], + "type": "string" +} - added
Input schema / properties / max_ageAdded value: +{ + "description": "Maximum age in seconds of the upstream publication, not our fetch. Older or undated facts are withheld.", + "maximum": 3155760000, + "minimum": 0, + "type": "number" +}
- Changed
compare_entities1 field changed- added
Input schema / examplesAdded value: +[ + { + "type": "company", + "values": [ + "AAPL", + "MSFT" + ] + } +]
- Changed
deep_research1 field changed- added
Input schema / examplesAdded value: +[ + { + "depth": "quick", + "question": "What is the current US unemployment rate and how has it changed over the past year?" + } +]
- Changed
entity_profile1 field changed- added
Input schema / examplesAdded value: +[ + { + "type": "company", + "value": "AAPL" + } +]
- Changed
generate_llms_txt1 field changed- added
Input schema / examplesAdded value: +[ + { + "url": "https://pipeworx.io" + } +]
- Changed
pipeworx_feedback1 field changed- added
Input schema / examplesAdded value: +[ + { + "message": "Fleet #2184 smoke test: verifying pipeworx_feedback example call returns non-empty.", + "type": "other" + } +]
- Changed
pipeworx_trending1 field changed- added
Input schema / examplesAdded value: +[ + { + "window": "7d" + } +]
- Changed
polymarket_arbitrage1 field changed- added
Input schema / examplesAdded value: +[ + { + "topic": "Fed rate decision" + } +]
- Changed
polymarket_edge_tracker1 field changed- added
Input schema / examplesAdded value: +[ + { + "days": 14, + "window": "1wk" + } +]
- Changed
polymarket_edges3 fields changed- added
Input schema / examplesAdded value: +[ + { + "limit": 5, + "window": "1wk" + } +] - changed
Input schema / properties / min_edge_pp / descriptionPrevious value: -"Minimum |edge| in percentage points to include (default 0.5). Edge is evaluated NET of slippage."New value: +"Minimum |edge| in percentage points to include (default 0.5). Edge is evaluated NET of slippage and Polymarket's own taker fee." - changed
Input schema / properties / slippage_pp / descriptionPrevious value: -"Assumed execution slippage in percentage points per leg (default 0.3). Subtracted from raw |edge| before ranking and Kelly sizing. Polymarket has zero trading fees as of 2024 but bid/ask + thin depth typically eats 20-50bp per trade. Bump for very thin partitions; drop to 0 if you have a smarter fill model."New value: +"Assumed execution slippage in percentage points per leg (default 0.3), for bid/ask + thin depth cost that a last-trade price does not show. Subtracted from raw |edge| before ranking and Kelly sizing, ON TOP OF Polymarket's own taker fee — which is NOT zero (rate 0.04-0.07 depending on category, read off each market's own published fee schedule; see fees_pp_applied on every row and fees.ts for the full schedule). Bump slippage for very thin partitions; drop to 0 if you have a smarter fill model — the fee still applies regardless."
- Changed
polymarket_fill_risk1 field changed- added
Input schema / examplesAdded value: +[ + { + "market": "will-the-fed-increase-interest-rates-by-25-bps-after-the-december-2026-meeting-20260729232808636", + "side": "buy_yes", + "size_usd": 1000 + } +]
- Changed
recent_changes1 field changed- added
Input schema / examplesAdded value: +[ + { + "since": "30d", + "type": "company", + "value": "AAPL" + } +]
- Changed
remember1 field changed- added
Input schema / examplesAdded value: +[ + { + "key": "target_ticker", + "value": "AAPL" + } +]
- Changed
resolve_entity1 field changed- added
Input schema / examplesAdded value: +[ + { + "type": "company", + "value": "AAPL" + } +]
- Changed
scan_competitor_ai_presence1 field changed- added
Input schema / examplesAdded value: +[ + { + "entities": [ + "Pipeworx", + "Zapier" + ] + } +]
- Changed
scan_dependency1 field changed- added
Input schema / examplesAdded value: +[ + { + "package": "left-pad" + } +]
- Changed
search_within1 field changed- added
Input schema / examplesAdded value: +[ + { + "query": "supply-chain risk", + "text": "Apple Inc. reported fiscal 2023 revenue of $383.285 billion, driven by strong iPhone and Services growth. Net income was $96.995 billion. The company faced supply-chain risk in China during the quarter." + } +]
- Changed
suggest_questions1 field changed- added
Input schema / examplesAdded value: +[ + { + "topic": "finance" + } +]
- Changed
validate_claim1 field changed- added
Input schema / examplesAdded value: +[ + { + "claim": "Apple's fiscal 2023 revenue was $383 billion" + } +]
40 tool updates
- First observed
ai_visibility_check - First observed
ask_pipeworx - First observed
ask_pipeworx_beta - First observed
ask_pipeworx_grounded - First observed
bet_research - First observed
company_facts - First observed
compare_entities - First observed
deep_research - First observed
discover_tools - First observed
entity_profile - First observed
forget - First observed
generate_llms_txt - First observed
kalshi_weather_edge - First observed
list_subscriptions - First observed
marketdata_candles - First observed
marketdata_option_chain - First observed
marketdata_option_quote - First observed
marketdata_stock_quote - First observed
pipeworx_feedback - First observed
pipeworx_trending - First observed
polymarket_arbitrage - First observed
polymarket_edge_tracker - First observed
polymarket_edges - First observed
polymarket_fill_risk - First observed
polymarket_kalshi_spread - First observed
recall - First observed
recent_alerts - First observed
recent_changes - First observed
release_calendar_markets - First observed
remember - First observed
resolution_audit - First observed
resolution_diff - First observed
resolve_entity - First observed
scan_competitor_ai_presence - First observed
scan_dependency - First observed
search_within - First observed
subscribe - First observed
suggest_questions - First observed
unsubscribe - First observed
validate_claim
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