{"apiVersion":"v1","directorySlug":"ai-analytics-mcp-21e632ca8e","title":"AI Analytics","description":"AI Analytics develops intelligence infrastructure, privacy technology, and distributed systems. Explore the software, research, and public evidence. Intelligence, engineered.","pageUrl":"https://www.mcpbundles.com/skills/ai-analytics-mcp-21e632ca8e","connectPath":"importable","connectAction":"import_server","catalogListing":false,"bundleSlug":null,"listingKind":"remote_mcp","kind":"provider","transportUrl":"https://api.ai-analytics.org/mcp","hostedMcpUrl":null,"toolCount":73,"toolInventoryStatus":"observed","refreshedAt":"2026-11-03T13:26:00.516172+00:00","registryName":"org.ai-analytics/ai-analytics-mcp-21e632ca8e","registryVersion":"2026.11.3","registryEligible":true,"tools":[{"name":"search","description":"Full-text search across all parsed SEC/FDA/register/weather section bodies (BM25 ranking). Also resolves company names for ticker lookup.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer","default":25,"maximum":200},"topic":{"enum":["sec","fda","register","weather","climate"],"type":"string"}}},"logicalName":"search","displayName":"search","title":"search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"dossier","description":"Cross-topic dossier for one entity — SEC filings, 13F holdings, mutual fund holdings, FDA recalls as firm, federal register agency mentions, federal contracts as recipient.","inputSchema":{"type":"object","properties":{"name":{"type":"string"},"ticker":{"type":"string"}}},"logicalName":"dossier","displayName":"dossier","title":"dossier","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"company_profile","description":"Comprehensive dossier for one SEC-filing company: basic info, recent filings, insider activity windows (7/30/90d), upcoming Form 144 sales, latest financials (FY+quarterly), top 13F institutional holders, top mutual-fund holders, peers.","inputSchema":{"type":"object","required":["ticker_or_cik"],"properties":{"ticker_or_cik":{"type":"string"}}},"logicalName":"company_profile","displayName":"company_profile","title":"company_profile","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"company_risk_flags","description":"Multi-source red-flag detector for one company — restatements (8-K item 4.02), auditor changes, officer departures, insider cluster sells, upcoming Form 144 pressure, Schedule 13D filings, FDA recalls.","inputSchema":{"type":"object","required":["ticker_or_cik"],"properties":{"ticker_or_cik":{"type":"string"}}},"logicalName":"company_risk_flags","displayName":"company_risk_flags","title":"company_risk_flags","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"company_insider_pulse","description":"Unified Form 4 (executed) + Form 144 (proposed-sale) insider timeline for one company.","inputSchema":{"type":"object","required":["ticker_or_cik"],"properties":{"days":{"type":"integer","default":90},"ticker_or_cik":{"type":"string"}}},"logicalName":"company_insider_pulse","displayName":"company_insider_pulse","title":"company_insider_pulse","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"cluster_buys","description":"Companies where multiple distinct insiders bought open-market stock in the window. Strong conviction signal.","inputSchema":{"type":"object","properties":{"days":{"type":"integer","default":90},"min_usd":{"type":"number"},"min_insiders":{"type":"integer","default":3}}},"logicalName":"cluster_buys","displayName":"cluster_buys","title":"cluster_buys","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"cluster_sells","description":"Companies where multiple distinct insiders sold open-market stock in the window. Mass-exit detector.","inputSchema":{"type":"object","properties":{"days":{"type":"integer","default":30},"min_usd":{"type":"number"},"min_insiders":{"type":"integer","default":4}}},"logicalName":"cluster_sells","displayName":"cluster_sells","title":"cluster_sells","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"upcoming_sales_pressure","description":"Companies with the most upcoming insider sale pressure from Form 144 notices.","inputSchema":{"type":"object","properties":{"days":{"type":"integer","default":30},"group_by":{"enum":["issuer","seller"],"type":"string","default":"issuer"}}},"logicalName":"upcoming_sales_pressure","displayName":"upcoming_sales_pressure","title":"upcoming_sales_pressure","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"news","description":"Time-ordered cross-topic news feed: insider trades, Form 144 notices, cluster buys/sells, Schedule 13D filings, 8-Ks, FDA recalls, weather alerts, presidential documents.","inputSchema":{"type":"object","properties":{"days":{"type":"integer","default":3,"maximum":30},"kind":{"type":"string"},"topic":{"enum":["sec","fda","register","weather","climate"],"type":"string"},"min_importance":{"type":"number"}}},"logicalName":"news","displayName":"news","title":"news","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"upcoming_earnings","description":"Predict upcoming 10-Q/10-K filings from each company's historical filing cadence.","inputSchema":{"type":"object","properties":{"form_type":{"enum":["10-Q","10-K"],"type":"string"},"within_days":{"type":"integer","default":30}}},"logicalName":"upcoming_earnings","displayName":"upcoming_earnings","title":"upcoming_earnings","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"fund_holdings","description":"What a mutual fund holds (NPORT-P). Pass a 10-digit CIK or series_id (S000012345).","inputSchema":{"type":"object","required":["cik_or_series_id"],"properties":{"period":{"type":"string","format":"date"},"cik_or_series_id":{"type":"string"}}},"logicalName":"fund_holdings","displayName":"fund_holdings","title":"fund_holdings","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"fda_firm_dossier","description":"All FDA activity for one firm — recalls + 510(k) clearances + FAERS adverse-event reports.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"fda_firm_dossier","displayName":"fda_firm_dossier","title":"fda_firm_dossier","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"drug_label","description":"Look up an FDA drug label by brand, generic, or substance name. Returns indications, dosage, warnings, adverse reactions, drug interactions.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"drug_label","displayName":"drug_label","title":"drug_label","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"watchlist","description":"Consolidated activity rollup for a list of tickers — insider 30d net flow, Form 144 pressure, recent material events, cluster-sell flag. Up to 25 tickers per call.","inputSchema":{"type":"object","required":["tickers"],"properties":{"tickers":{"type":"string"}}},"logicalName":"watchlist","displayName":"watchlist","title":"watchlist","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"cross_vertical_active","description":"Discovery feed: list of entities with activity in 2+ regulatory verticals (SEC + FDA + contracts) inside the lookback window. Use to find entities worth pulling a full cross-vertical timeline for.","inputSchema":{"type":"object","properties":{"days":{"type":"integer","default":90,"maximum":365},"limit":{"type":"integer","default":50,"maximum":200},"min_verticals":{"type":"integer","default":2,"maximum":4,"minimum":2}}},"logicalName":"cross_vertical_active","displayName":"cross_vertical_active","title":"cross_vertical_active","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"entity_timeline","description":"Cross-vertical event timeline for one real-world entity — joins SEC filings/insider/Form144/13D + FDA recalls + FDA drug labels + federal contracts into one ordered feed. Use this when an LLM needs the FULL picture of a company across regulatory verticals. Add min_importance to filter to high-signal events only.","inputSchema":{"type":"object","required":["key"],"properties":{"key":{"type":"string"},"days":{"type":"integer","default":180,"maximum":730},"limit":{"type":"integer","default":100,"maximum":500},"min_importance":{"type":"number","default":0}}},"logicalName":"entity_timeline","displayName":"entity_timeline","title":"entity_timeline","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"entity_material_events","description":"Cross-vertical 'alert me' feed for one entity. Returns only high-signal events (importance ≥ 60): Class I FDA recalls, Schedule 13D filings, large insider sales, restatements, large federal contracts, terminated clinical trials, EPA significant-violator status.","inputSchema":{"type":"object","required":["key"],"properties":{"key":{"type":"string"},"days":{"type":"integer","default":180,"maximum":730}}},"logicalName":"entity_material_events","displayName":"entity_material_events","title":"entity_material_events","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"clinical_trials_recent","description":"Recent clinical trial activity from ClinicalTrials.gov. Filter by phase, status, and sponsor. Use for drug pipeline questions.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","default":50,"maximum":200},"phase":{"enum":["PHASE1","PHASE2","PHASE3","PHASE4","NA"],"type":"string"},"status":{"type":"string"},"sponsor":{"type":"string"}}},"logicalName":"clinical_trials_recent","displayName":"clinical_trials_recent","title":"clinical_trials_recent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"lobbying_by_client","description":"Aggregate Senate Lobbying Disclosure dossier for one company: total spend, firms used, top issue codes, recent filings.","inputSchema":{"type":"object","required":["client"],"properties":{"client":{"type":"string"}}},"logicalName":"lobbying_by_client","displayName":"lobbying_by_client","title":"lobbying_by_client","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"epa_facilities","description":"EPA-regulated facilities owned by a company. Returns location, NAICS, and compliance status. Set violations=1 to only see facilities with EPA violations.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","default":50,"maximum":500},"owner":{"type":"string"},"state":{"type":"string"},"violations":{"enum":[0,1],"type":"integer"}}},"logicalName":"epa_facilities","displayName":"epa_facilities","title":"epa_facilities","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"patents_recent","description":"Recent USPTO patent grants from PatentsView. Filter by assignee company or CPC class. Use for R&D intel and IP portfolio questions.","inputSchema":{"type":"object","properties":{"cpc":{"type":"string"},"limit":{"type":"integer","default":50,"maximum":200},"assignee":{"type":"string"}}},"logicalName":"patents_recent","displayName":"patents_recent","title":"patents_recent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"patents_by_assignee","description":"Aggregate USPTO patent dossier for one company: total grants, top CPC classes, recent grants, inventor counts.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"patents_by_assignee","displayName":"patents_by_assignee","title":"patents_by_assignee","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"courts_recent","description":"Recent federal court dockets from CourtListener. Filter by party, court, or Nature of Suit (850 securities, 830 patent, 410 antitrust, 365/367 product liability, 480 consumer credit).","inputSchema":{"type":"object","properties":{"nos":{"type":"string"},"court":{"type":"string"},"limit":{"type":"integer","default":50,"maximum":200},"party":{"type":"string"}}},"logicalName":"courts_recent","displayName":"courts_recent","title":"courts_recent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"courts_by_party","description":"Litigation dossier for one company: docket count, top Natures of Suit, recent cases. Answers 'is this company being sued?' and 'for what?'","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"courts_by_party","displayName":"courts_by_party","title":"courts_by_party","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"sanctions_check","description":"Check if a name appears on the US Treasury OFAC Specially Designated Nationals (SDN) list. Searches both primary names and AKA/FKA aliases. Returns hit=true if any match.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"sanctions_check","displayName":"sanctions_check","title":"sanctions_check","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"cfpb_by_company","description":"CFPB consumer complaint dossier for one financial firm — total complaints, top products complained about, recent narratives. 14M+ records since 2011, ~10k new/day.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"cfpb_by_company","displayName":"cfpb_by_company","title":"cfpb_by_company","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"nih_by_org","description":"NIH RePORTER dossier for one organization — total federal R&D funding received, top activity codes, recent grants. Best for academic medical centers + biotechs.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"nih_by_org","displayName":"nih_by_org","title":"nih_by_org","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"nhtsa_by_manufacturer","description":"NHTSA vehicle recall dossier for one auto OEM. Returns total recalls, top affected components, park-it count, recent recalls. Public auto OEMs only.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"nhtsa_by_manufacturer","displayName":"nhtsa_by_manufacturer","title":"nhtsa_by_manufacturer","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"doj_by_company","description":"DOJ press release search for one company. Surfaces FCPA, antitrust, healthcare fraud, environmental crimes, and any other DOJ enforcement actions mentioning the name. Body-text substring match across 266k+ press releases since 2009.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"doj_by_company","displayName":"doj_by_company","title":"doj_by_company","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"kev_by_vendor","description":"CISA Known Exploited Vulnerabilities (KEV) for one tech vendor. Returns CVE list + ransomware count + top affected products. The federal government's canonical list of CVEs being actively exploited.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"kev_by_vendor","displayName":"kev_by_vendor","title":"kev_by_vendor","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"kev_recent","description":"Recent CISA KEV entries. Filter by vendor or ransomware-known flag.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","default":50,"maximum":200},"vendor":{"type":"string"},"ransomware":{"enum":["Known","Unknown"],"type":"string"}}},"logicalName":"kev_recent","displayName":"kev_recent","title":"kev_recent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"nsf_by_org","description":"NSF Awards dossier for one organization — total funding, top programs, recent awards. Pairs with academic medical centers + biotech/tech startups.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"nsf_by_org","displayName":"nsf_by_org","title":"nsf_by_org","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"screen_all","description":"Unified compliance screening across 9 datasets in one call: OFAC sanctions, SAM federal-contractor debarments, HHS OIG healthcare exclusions, DOJ press release mentions, CFPB consumer complaints, federal court dockets, Federal Reserve enforcement actions, NHTSA recalls, CISA KEV CVEs. Returns a 0-100 risk_score + risk_level + per-vertical hit counts. The KYC dream tool.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"screen_all","displayName":"screen_all","title":"screen_all","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"lobbying_by_issue","description":"Who lobbies the federal government on a given issue. Takes an LDA issue code (e.g. HCR health, DEF defense, TAX, ENG energy, TRA transport) and returns top clients by reported spend. List codes at /api/v1/lobbying/issues.","inputSchema":{"type":"object","required":["code"],"properties":{"code":{"type":"string"}}},"logicalName":"lobbying_by_issue","displayName":"lobbying_by_issue","title":"lobbying_by_issue","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"entity_relationships","description":"Company relationship graph (shared-officer edges): other companies whose Form-4 filings name the same person(s) as this entity — board interlock / multi-company executives / activist overlap. Accepts a ticker, CIK, or name.","inputSchema":{"type":"object","required":["key"],"properties":{"key":{"type":"string"}}},"logicalName":"entity_relationships","displayName":"entity_relationships","title":"entity_relationships","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"common_owner_rollup","description":"Trace one organization owner across every Medicare facility it controls (hospital/hospice/home-health/skilled-nursing): facility_count, per-sector breakdown, PE/REIT flags, state spread. Takes a CMS owner_associate_id (from /api/v1/owners/largest or /owners/private-equity).","inputSchema":{"type":"object","required":["owner_associate_id"],"properties":{"owner_associate_id":{"type":"string"}}},"logicalName":"common_owner_rollup","displayName":"common_owner_rollup","title":"common_owner_rollup","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"influence_chain","description":"Follow-the-money chain for one entity: federal contracts + prime->sub subaward flow + registered lobbying + FEC political committees + FEC enforcement (MURs), with dollar tallies. Accepts a company name or a 12-char UEI.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"influence_chain","displayName":"influence_chain","title":"influence_chain","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"dataset_freshness","description":"Per-dataset freshness across the federal data hub: FRESH/AGING/STALE/UNKNOWN vs each source's expected cadence, with age in days and separate last-successful-source-observation and indexed-content watermarks. Each row states which timestamp drives status. Optional status filter (FRESH/AGING/STALE/UNKNOWN).","inputSchema":{"type":"object","properties":{"status":{"type":"string"}}},"logicalName":"dataset_freshness","displayName":"dataset_freshness","title":"dataset_freshness","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"flagged_carriers","description":"FMCSA carriers flagged in one or more SMS BASIC safety categories (over the federal intervention threshold): Unsafe Driving, Hours-of-Service Compliance, Driver Fitness, Controlled Substances/Alcohol, Vehicle Maintenance. Returns carrier name, location, fleet size, which BASICs are flagged, and out-of-service inspection counts. ~1,526 carriers currently flagged. Filter by state, a specific BASIC, or minimum alert count.","inputSchema":{"type":"object","properties":{"basic":{"type":"string"},"limit":{"type":"integer"},"state":{"type":"string"},"min_alerts":{"type":"integer"}}},"logicalName":"flagged_carriers","displayName":"flagged_carriers","title":"flagged_carriers","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"adviser_search","description":"Search SEC-registered investment advisers (RIAs + Exempt Reporting Advisers) by firm name. Returns CRD number, type, regulatory assets under management, state, and whether the firm has Form ADV Item 11 disciplinary disclosures. ~23.4k advisers covered.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"adviser_search","displayName":"adviser_search","title":"adviser_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"advisers_flagged","description":"SEC-registered investment advisers reporting Form ADV Item 11 disciplinary disclosures (criminal / regulatory / civil), ranked by disclosure count. ~2,291 advisers flagged. Filter by state, type (RIA/ERA), or kind (criminal/regulatory/civil).","inputSchema":{"type":"object","properties":{"kind":{"type":"string"},"type":{"type":"string"},"limit":{"type":"integer"},"state":{"type":"string"}}},"logicalName":"advisers_flagged","displayName":"advisers_flagged","title":"advisers_flagged","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"search_340b","description":"Search HRSA 340B Drug Pricing Program covered entities (disproportionate-share hospitals, FQHCs, clinics buying federally-discounted outpatient drugs) by name. Returns 340B ID, entity type, state, participating status, and contract-pharmacy count. ~93k entities.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"search_340b","displayName":"search_340b","title":"search_340b","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"pharmacy_340b_clients","description":"Reverse 340B lookup: given a contract-pharmacy ID, list every 340B covered entity that dispenses its discounted drugs through that pharmacy — reveals how concentrated the contract-pharmacy network is around big chains. Pharmacy IDs come from a covered entity's detail page.","inputSchema":{"type":"object","required":["pharmacy_id"],"properties":{"limit":{"type":"integer"},"pharmacy_id":{"type":"string"}}},"logicalName":"pharmacy_340b_clients","displayName":"pharmacy_340b_clients","title":"pharmacy_340b_clients","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"bsee_search","description":"Search BSEE offshore oil & gas operators (US Outer Continental Shelf — Gulf of Mexico, Pacific, Alaska) by name. Returns each operator's incident-enforcement totals: warnings, component shut-ins, facility shut-ins. ~674 operators, 1948-2026.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"bsee_search","displayName":"bsee_search","title":"bsee_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"bsee_worst_operators","description":"Offshore oil & gas operators ranked by BSEE incident enforcement — facility shut-ins (default), component shut-ins, total events, or warnings. Surfaces the worst offshore safety/environmental actors (Chevron, Shell, Apache top the facility-shut-in list).","inputSchema":{"type":"object","properties":{"sort":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"bsee_worst_operators","displayName":"bsee_worst_operators","title":"bsee_worst_operators","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"fails_to_deliver_top","description":"SEC fails-to-deliver leaderboard — securities ranked by total fail-to-deliver shares over the rolling 12-month window. Fails-to-deliver are a settlement-stress / naked-short red flag tracked by retail investors and market-structure researchers.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer"}}},"logicalName":"fails_to_deliver_top","displayName":"fails_to_deliver_top","title":"fails_to_deliver_top","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"fails_to_deliver_search","description":"Search SEC fails-to-deliver by issuer name or ticker. Returns each security's total fail shares, peak single-day fail balance, and days-with-fails over the rolling 12-month window. CUSIP joins to the SEC securities/13F-holdings layer.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"fails_to_deliver_search","displayName":"fails_to_deliver_search","title":"fails_to_deliver_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"short_volume_most_shorted","description":"FINRA short-sale volume: the most-shorted liquid stocks by average short % of volume (rolling ~60 trading days), plus dataset summary. Pairs with fails-to-deliver for the short-selling picture. Caveat: FINRA short volume includes market-maker hedging, not short interest. FINRA source terms: https://www.finra.org/terms-of-use.","inputSchema":{"type":"object","properties":{}},"logicalName":"short_volume_most_shorted","displayName":"short_volume_most_shorted","title":"short_volume_most_shorted","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"short_volume_search","description":"Look up a ticker's FINRA short-sale volume: average / latest / peak short % of consolidated volume over the rolling ~60-trading-day window. FINRA source terms: https://www.finra.org/terms-of-use.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"short_volume_search","displayName":"short_volume_search","title":"short_volume_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"short_interest_squeeze","description":"FINRA equity short interest: securities with the highest days-to-cover (the classic short-squeeze indicator) + the largest absolute short positions, from the latest bi-monthly settlement. TRUE short interest (not short volume). Use to find squeeze candidates and the most-shorted stocks. FINRA source terms: https://www.finra.org/terms-of-use.","inputSchema":{"type":"object","properties":{}},"logicalName":"short_interest_squeeze","displayName":"short_interest_squeeze","title":"short_interest_squeeze","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"short_interest_search","description":"Look up a ticker's FINRA short interest: shares sold short, days-to-cover, change vs prior settlement. The real short metric (distinct from short volume which includes market-maker hedging). Pairs with fails-to-deliver + short volume. FINRA source terms: https://www.finra.org/terms-of-use.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"short_interest_search","displayName":"short_interest_search","title":"short_interest_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"short_squeeze_candidates","description":"Top short-squeeze candidates by an AI Analytics-authored 0-100 pressure score combining FINRA days-to-cover + short-sale volume % + SEC fails-to-deliver per symbol. The methodology is separate from and does not relicense FINRA inputs. Transparent heuristic, not investment advice. FINRA source terms: https://www.finra.org/terms-of-use. Optional min_score filter.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer"},"min_score":{"type":"integer"}}},"logicalName":"short_squeeze_candidates","displayName":"short_squeeze_candidates","title":"short_squeeze_candidates","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"chemical_accident_search","description":"Search EPA RMP hazardous-chemical facilities (Clean Air Act 112(r)) by facility or parent-company name. Returns each facility's chemical-accident count + location. ~99k facilities — the chemical-plant accident ledger EPA keeps FOIA-only (releases, fires, explosions, deaths).","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"chemical_accident_search","displayName":"chemical_accident_search","title":"chemical_accident_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"chemical_accident_worst","description":"Parent companies ranked by EPA RMP chemical-accident harm — deaths (default), injuries, or accident count. Surfaces the worst chemical-safety actors (BP, Albemarle, Shell top the deaths list).","inputSchema":{"type":"object","properties":{"sort":{"type":"string"}}},"logicalName":"chemical_accident_worst","displayName":"chemical_accident_worst","title":"chemical_accident_worst","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"csb_investigation_search","description":"Search U.S. Chemical Safety Board (CSB) investigations of major chemical incidents — explosions, toxic releases, fires — by company, location, or keyword. ~139 independent root-cause investigations (BP Texas City, West Fertilizer, DuPont, etc.); the deep-investigation layer over EPA RMP chemical accidents.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"csb_investigation_search","displayName":"csb_investigation_search","title":"csb_investigation_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"trade_remedy_search","description":"Search USITC trade-remedy investigations — antidumping/countervailing-duty (AD/CVD) + Section 337 unfair-import (patent/IP) cases — by investigation number, product, or title. ~4,386 cases; the trade-enforcement vertical (companies/countries fighting over dumped, subsidized, or IP-infringing imports).","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"trade_remedy_search","displayName":"trade_remedy_search","title":"trade_remedy_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"fcc_grantee_search","description":"Search FCC equipment-authorization grantees — the manufacturer/importer behind every FCC ID — by company name. ~50k grantees across 111 countries (China 12,962, Taiwan 3,717). A supply-chain lens that joins UFLPA forced-labor + trade-screening by name. Optional country filter.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"},"country":{"type":"string"}}},"logicalName":"fcc_grantee_search","displayName":"fcc_grantee_search","title":"fcc_grantee_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"broadcast_station_search","description":"Search the FCC broadcast station directory by call sign or community of license. ~109,812 US over-the-air facilities (TV/FM/AM/LPTV/translators, ~32,883 active). Returns service, channel, frequency, community, status, and license expiration. Station facts only — no ownership.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"broadcast_station_search","displayName":"broadcast_station_search","title":"broadcast_station_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"house_price_index_search","description":"Search the FHFA House Price Index by geography name (metro, state, census division). Returns the place_id to pull a full house-price appreciation history (1975-2026, purchase-only / all-transactions / expanded-data). Aggregate federal statistic — zero PII.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"house_price_index_search","displayName":"house_price_index_search","title":"house_price_index_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"crop_insurance_search","description":"Search USDA RMA crop-insurance Summary of Business by county/state name. Returns the place_id ({state_fips}-{county_fips}) to pull a county's underwriting history — liability, premium, subsidy, indemnity, loss ratio, top crops (1989-2026). Aggregate federal program statistic — zero PII.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"crop_insurance_search","displayName":"crop_insurance_search","title":"crop_insurance_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"income_by_zip_search","description":"Search IRS SOI income statistics by ZIP code or state. Returns the 5-digit ZIP to pull its income/tax profile — returns, AGI, average AGI per return, wages, capital gains, EITC, charitable giving by 6 AGI brackets (TY2022). Aggregate federal statistic — zero PII.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"income_by_zip_search","displayName":"income_by_zip_search","title":"income_by_zip_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"documented_vessel_search","description":"Search USCG documented vessels by name or official number. ~394,495 US-flag vessels (recreational, fishing, freight, towing, passenger). Returns service, flag, tonnage, length, build year, hull material, hailing port, and certificate-of-documentation status. Vessel/asset facts only — no owner names or addresses (zero PII).","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"documented_vessel_search","displayName":"documented_vessel_search","title":"documented_vessel_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"ag_census_county_search","description":"Search USDA Census of Agriculture by county/state name. Returns the place_id ({state_fips}-{county_code}) to pull a county's farm economy — number of farms, land in farms, market value of products sold, net farm income, and top commodities by sales (2022). Aggregate federal statistic — zero PII.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"ag_census_county_search","displayName":"ag_census_county_search","title":"ag_census_county_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"building_permits_search","description":"Search Census Building Permits Survey by county/state name. Returns place_id ({state_fips}-{county_fips}) to pull a county's residential-construction permit history — buildings, housing units, and valuation by structure type (1-unit / 2-units / 3-4 / 5+), 2015-2025. Aggregate federal statistic — zero PII.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"building_permits_search","displayName":"building_permits_search","title":"building_permits_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"fair_market_rent_search","description":"Search HUD Fair Market Rents by area/county/state name. Returns place_id (10-digit HUD fips) to pull an area's FY2026 FMRs — the 40th-percentile gross rent by bedroom size (efficiency/0BR through 4BR). Sets Section 8 voucher payment standards. Aggregate dollar amounts — zero PII.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"fair_market_rent_search","displayName":"fair_market_rent_search","title":"fair_market_rent_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"migration_flows_search","description":"Search IRS county-to-county migration flows by county/state name. Returns place_id ({state_fips}-{county_fips}) to pull a county's net migration (returns/people/AGI in vs out, FY2022-2023) and its top origin/destination counties. Aggregate IRS statistic — zero PII.","inputSchema":{"type":"object","required":["q"],"properties":{"q":{"type":"string"},"limit":{"type":"integer"}}},"logicalName":"migration_flows_search","displayName":"migration_flows_search","title":"migration_flows_search","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"resolve","description":"Entity locator: resolve a company name/ticker/CIK to its canonical SEC identity + aliases, and an available_in map of which federal datasets contain it (with links). Use first to find an entity and discover where it has data.","inputSchema":{"type":"object","properties":{"q":{"type":"string"},"cik":{"type":"string"},"ticker":{"type":"string"}}},"logicalName":"resolve","displayName":"resolve","title":"resolve","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"compare_entities","description":"Side-by-side compliance-risk comparison of two entities. Runs the full 40-source screen for each and returns both risk scores, an overall verdict (who is riskier), the risk gap, and the biggest per-vertical differences. Answers 'which counterparty is riskier' in one call.","inputSchema":{"type":"object","required":["a","b"],"properties":{"a":{"type":"string"},"b":{"type":"string"}}},"logicalName":"compare_entities","displayName":"compare_entities","title":"compare_entities","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"screen_batch","description":"Screen up to 50 entities in one call. Returns a per-entity risk_score + risk_level + per-vertical summary for each, plus the list sorted highest-risk-first. Use to vet a whole vendor / counterparty / portfolio list at once.","inputSchema":{"type":"object","required":["names"],"properties":{"names":{"type":"array","items":{"type":"string"},"maxItems":50}}},"logicalName":"screen_batch","displayName":"screen_batch","title":"screen_batch","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"debarments_check","description":"Screen a name against US federal contractor debarments (SAM Exclusions, ~10k entries) AND HHS OIG healthcare provider exclusions (LEIE, ~83k entries). Returns hit=true if any match. Use this for KYC + counterparty due diligence.","inputSchema":{"type":"object","required":["name"],"properties":{"name":{"type":"string"}}},"logicalName":"debarments_check","displayName":"debarments_check","title":"debarments_check","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"doj_recent","description":"Recent DOJ Office of Public Affairs press releases. Filter by free-text query or DOJ component (Antitrust Division, USAO - SDNY, Criminal Division, ENRD, Civil Rights, etc.).","inputSchema":{"type":"object","properties":{"q":{"type":"string"},"limit":{"type":"integer","default":50,"maximum":200},"component":{"type":"string"}}},"logicalName":"doj_recent","displayName":"doj_recent","title":"doj_recent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"nhtsa_recent","description":"Recent NHTSA vehicle recalls. Filter by manufacturer, make, model year. `park_it=1` returns only the most urgent recalls (do-not-drive).","inputSchema":{"type":"object","properties":{"make":{"type":"string"},"year":{"type":"integer"},"limit":{"type":"integer","default":50,"maximum":200},"park_it":{"enum":[0,1],"type":"integer"},"manufacturer":{"type":"string"}}},"logicalName":"nhtsa_recent","displayName":"nhtsa_recent","title":"nhtsa_recent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}},{"name":"fed_enforcement_recent","description":"Federal Reserve banking enforcement actions (consent orders, written agreements, CMPs, removals). Optional `bank` filter.","inputSchema":{"type":"object","properties":{"bank":{"type":"string"},"limit":{"type":"integer","default":50,"maximum":200}}},"logicalName":"fed_enforcement_recent","displayName":"fed_enforcement_recent","title":"fed_enforcement_recent","annotations":{"untrustedContentHint":true,"readOnlyHint":true}}],"toolSource":"directory_preview","agentAction":"both","installLinks":[{"id":"cursor","label":"Cursor","href":"cursor://anysphere.cursor-deeplink/mcp/install?name=AI-Analytics&config=eyJ1cmwiOiAiaHR0cHM6Ly9hcGkuYWktYW5hbHl0aWNzLm9yZy9tY3AifQ%3D%3D"},{"id":"vscode","label":"VS Code","href":"vscode:mcp/install?%7B%22name%22%3A%22AI-Analytics%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fapi.ai-analytics.org%2Fmcp%22%7D"},{"id":"vscode-insiders","label":"VS Code Insiders","href":"vscode-insiders:mcp/install?%7B%22name%22%3A%22AI-Analytics%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fapi.ai-analytics.org%2Fmcp%22%7D"},{"id":"claude-web","label":"Claude.ai","href":"https://claude.ai/customize/connectors?modal=add-custom-connector&connectorName=AI+Analytics&connectorUrl=https%3A%2F%2Fapi.ai-analytics.org%2Fmcp"},{"id":"codex","label":"Codex","copyText":"codex mcp add \"AI-Analytics\" --url \"https://api.ai-analytics.org/mcp\""},{"id":"chatgpt","label":"ChatGPT","href":"https://www.mcpbundles.com/docs/integrations/chatgpt"}],"catalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/ai-analytics-mcp-21e632ca8e","callUrl":"https://www.mcpbundles.com/api/directory/v1/servers/ai-analytics-mcp-21e632ca8e/tools/{tool}","mcpServerUrl":"https://api.ai-analytics.org/mcp","liveCatalogUrl":"https://www.mcpbundles.com/api/directory/v1/servers/ai-analytics-mcp-21e632ca8e?live=1"}