SEC Financial Statement & Notes data sets — dimensional facts + note text.
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Scored across 44 tools
The surface contains several near-duplicate meta-tools: ask_pipeworx, ask_pipeworx_beta, and ask_pipeworx_grounded are three routers with the same routing contract, and several agent-driven SEC tools (company_facts, company_financial_facts, note_text_search, tag_cross_company_screen) require careful reading to distinguish. Tools also span many unrelated domains (SEC, Polymarket, weather, npm, AI marketing), so an agent can easily misselect.
Consistent verb_noun snake_case for most names (compare_entities, resolve_entity, list_subscriptions, generate_llms_txt), but the meta-tool family mixes a verb phrase (ask_pipeworx, ask_pipeworx_grounded) with _beta suffixing and multiple domains. Readable but not one uniform pattern.
44 tools is heavy for what is nominally a financial-statements server, and a large share (Polymarket betting, Kalshi weather, npm dependency scanning, AI visibility) is off-domain. Beta and grounded variants of the same router add redundancy without distinct capability.
The SEC/XBRL side is genuinely deep (period-precise facts, dimensioned facts, note text search, cross-company tag screens, coverage check). But the tool set as a whole is a grab bag with obvious holes for its advertised macro markets/agent scope, and some operations (e.g. writing/subscribing workflows) depend on out-of-band dashboard state.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
archive_comparearchive_evidenceask_pipeworx1 field changedInput 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"
+}ask_pipeworx_beta1 field changedInput 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"
+}classify_rowresearch_rowsubscribe2 fields changedInput 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."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"
+]ai_visibility_checkask_pipeworxask_pipeworx_betaask_pipeworx_groundedbet_researchcompany_factscompany_financial_factscompare_entitiesdeep_researchdiscover_toolsentity_profileforgetfsn_coveragegenerate_llms_txtkalshi_weather_edgelist_subscriptionsnote_text_searchpipeworx_feedbackpipeworx_trendingpolymarket_arbitragepolymarket_edge_trackerpolymarket_edgespolymarket_fill_riskpolymarket_kalshi_spreadrecallrecent_alertsrecent_changesrelease_calendar_marketsrememberresolution_auditresolution_diffresolve_entityscan_competitor_ai_presencescan_dependencysearch_withinsubscribesuggest_questionstag_cross_company_screenunsubscribevalidate_claimResearch U.S. public companies from their SEC filings: financials, XBRL facts and filing text.
Read SEC filings, reported financial facts and sampled filing comparisons with original sources.
Citable US facts w/ curated query templates: SEC financials, bank call reports, nonprofits. No key.
Primary-source SEC filing intelligence and financial/disclosure reconciliation for AI agents.
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