NeuralVerge

MCP Server

Connect any MCP-compatible client (Claude, ChatGPT, Cursor) to NeuralVerge Search, AI Extract, and Data Sources over the Model Context Protocol.

MCP Server

NeuralVerge exposes its API as a remote Model Context Protocol (MCP) server, so any MCP-compatible client — Claude, ChatGPT, Cursor, or a custom agent — can call Search, AI Extract, and every Data Source (including marketplaces and product reviews) directly as tools, without writing any HTTP integration code.

Every tool is a thin 1:1 wrapper around the corresponding REST endpoint documented in the API Reference tab. AI Research is not exposed over MCP — a research run is asynchronous, while an MCP tool has to return its result inside the call — so start those over the REST API.

Endpoint

https://api.neuralverge.ai/functions/v1/mcp-server

The server speaks MCP's Streamable HTTP transport and is stateless — each request is handled independently, with no session to keep alive between calls.

Requests must include:

Accept: application/json, text/event-stream

Authentication

Send the same bearer token you use for the REST API:

Authorization: Bearer YOUR_ACCESS_TOKEN

See Authentication for how to obtain a token. A request with a missing or invalid token is rejected with 401 Unauthorized before any tool runs.

Available tools

The server exposes 251 tools: run_search, run_extract, and one per Data Source endpoint. A client that caps how many tools it loads will see only part of the catalogue — see Tool count below.

AI Extract

Tool	Description
run_extract	Loads a page by URL and extracts structured data per natural-language instructions and/or a JSON schema. Synchronous.

Search

Tool	Description
run_search	Runs a synchronous web search and returns ranked results.

Every Data Source endpoint is exposed as a tool, grouped into the same categories the Data Sources page uses in the app.

Tool count

tools/list returns all 251 tools in one response, about 150 KB of JSON. Two things follow from that:

• A model pays for those definitions in context on every conversation that has the server attached.
• Clients that limit the number of active tools will load only some of them, and the rest will be invisible to the model.

If you only need a few sources, attach the server to a client that lets you pick tools, or proxy it and expose the subset you use.

Data Sources — Company Registries

Tool	Description
run_ar_companies	Get one company from the Argentina registry of legal entities (Registro Nacional de Sociedades, IGJ) by CUIT or registry link: name, company type, contract date, legal and fiscal address, activities and last update.
run_ar_companies_search	Search the Argentina registry of legal entities (Registro Nacional de Sociedades, IGJ) by company name or CUIT: name, CUIT, company type, address, main activity and link.
run_at_companies	Get one company from the Austria registry (Firmenbuch) by registration number (FN) or registry URL: name, status, legal form, address, previous names and the paid extracts offered.
run_at_companies_search	Search the Austria company registry (Firmenbuch) by company name or FN: name, registration number, status, seat and link.
run_au_companies	Get one company from the Australia registry (ASIC / ABN) by registration number or registry URL: name, status, registration date, address and legal form.
run_au_companies_search	Search the Australia company registry (ASIC / ABN) by company name: name, registration number, status, address and link.
run_be_companies	Get one company from the Belgium registry (KBO/BCE) by enterprise number or registry URL: name, status, start date, address, legal form, activities, directors, contact details and establishment units.
run_be_companies_search	Search the Belgium company registry (KBO/BCE) by company name: name, enterprise number, status, address and link.
run_bg_companies	Get one company from the Bulgaria registry (Commercial Register) by UIC (ЕИК) or registry link: name, status, first registration date, address and contacts, legal form, activity, capital and shares, representatives and board, procuracy, trade-undertaking transfers, mergers, predecessors/successors, liquidation, beneficial owners (NPLE), registrar instructions and court case files.
run_bg_companies_search	Search the Bulgaria company registry (Commercial Register) by company name or UIC: name, UIC (ЕИК), legal form and card link.
run_bg_company_filings	List the announced acts of a Bulgaria company (Commercial Register) by UIC (ЕИК) or registry URL, newest first: announcement date, act type, title and document link (annual reports, notices, reports, current articles).
run_br_companies	Get one company from the Brazil registry (CNPJ / Receita Federal) by registration number or registry URL: name, status, registration date, address and legal form.
run_br_companies_search	Search the Brazil company registry (CNPJ / Receita Federal data) by company name: name, CNPJ, status and link.
run_ca_companies	Get one federal corporation from the Corporations Canada registry by corporation number or registry link: name, status, incorporation date, registered office address, governing legislation, directors, individuals with significant control, annual filings and name history.
run_ca_companies_search	Search federal corporations in the Corporations Canada registry by name, corporation number or business number: name, corporation number, status, business number and link.
run_ca_company_filings	Certificates and filings of one federal corporation in the Corporations Canada registry: date, type and amendment details.
run_co_companies	Get one company from the Colombia registry (RUES, Registro Mercantil) by NIT or registry URL: name, status, registration date, address, legal form, economic activity, legal representation and establishments.
run_co_companies_search	Search the Colombia company registry (RUES, Registro Mercantil) by name: name, NIT, status, chamber of commerce, category and link.
run_cy_companies	Get one organisation from the Cyprus registry (Registrar of Companies, DRCOR) by registration number (HE, EE, AE, S, BN prefix) or registry link: name, status, registration date, registered office, type, previous names, directors / secretaries / partners, annual fees paid and counters.
run_cy_companies_search	Search the Cyprus company registry (Registrar of Companies, DRCOR) by name: name, registration number, type, status and link.
run_cy_company_filings	List the filings of one Cyprus organisation (Registrar of Companies, DRCOR) by registration number or registry link: file documents, charges and mortgages, translations, annual returns (HE32) or pending services, with form, date and page number.
run_cz_companies	Get one company from the Czech Republic commercial register (Justice.cz) by registration number (IČO, 8 digits) or registry URL: name, status, registration date, address and court file number. Also returns legal form, business scope, share capital, officers, shareholders and branches.
run_cz_companies_search	Search the Czech Republic commercial register (Justice.cz) by company name: name, registration number (IČO), status, address and link.
run_cz_company_filings	List the documents filed in the Czech Republic Collection of Documents (Sbírka listin, Justice.cz) for one company, by IČO or registry URL, newest first: document number, type, description, period, filing dates, pages and link.
run_dk_companies	Get one company from the Denmark registry (CVR) by registration number or registry URL: name, status, registration date, address and legal form.
run_dk_companies_search	Search the Denmark company registry (CVR) by company name: name, registration number, status, address and link.
run_dk_company_filings	Annual reports, announcements and registrations of one Danish company (CVR): date, type, description and document links.
run_ec_companies	Get one company from the Ecuador registry (Superintendencia de Compañías) by expediente number or RUC: expediente, RUC and registered name.
run_ec_companies_search	Search the Ecuador company registry (Superintendencia de Compañías) by company name: expediente number, RUC and name (the registry returns up to 15 matches per search).
run_ee_companies	Get one company from the Estonia registry (e-Business Register) by registration number or registry URL: name, status, registration date, address and legal form.
run_ee_companies_search	Search the Estonia company registry (e-Business Register) by company name: name, registration number, status, address and link.
run_ee_company_documents	Annual reports and documents of one Estonian company (e-Business Register): date, type, title and download links.
run_es_companies	Get one company from the Spain registry (Registro Mercantil, Registradores de España open-data directory) by NIF/CIF or registry link: name, status (Vigente / Liquidada / Concurso), address, legal form, registry office and sheet number, IRUS and EUID identifiers, CNAE/NACE activity, website, special situation, administrators and officers with their roles, and other registry entries under the same NIF such as branches.
run_es_companies_search	Search the Spain company registry (Registro Mercantil, Registradores de España open-data directory) by company name, brand or NIF: name, NIF/CIF, status, address, legal form, registry office, sheet number, EUID, CNAE activity and link.
run_fi_companies	Get one company from the Finland registry (PRH / YTJ) by Business ID (Y-tunnus) or registry URL: name, status, registration date, address, legal form, names, registrations, tax debt status and Business ID history.
run_fi_companies_search	Search the Finland company registry (PRH / YTJ) by company name: name, Business ID, status, municipality and link.
run_fr_companies	Get one company from the France registry (RNE / INPI) by registration number or registry URL: name, status, registration date, address and legal form.
run_fr_companies_search	Search the France company registry (RNE / INPI) by company name: name, registration number, status, address and link.
run_ge_companies	Get one company from the Georgia registry (NAPR) by identification code: name, status and legal form.
run_ge_companies_search	Search the Georgia company registry (NAPR) by company name or identification code: name, registration number, status and legal form.
run_gleif_companies	Get one LEI record from the Global LEI Index by LEI code or search.gleif.org link, with the Current Data tab of the page: names, legal form, registration authority, categories, BIC/ISIN codes, addresses, registration and issuer details, fund and branch relationships, and direct and ultimate parents.
run_gleif_companies_search	Search the Global LEI Index by company name or LEI code: LEI, name, LEI status, address, legal form code, creation date, category, jurisdiction, registration dates and managing issuer. Filter by active or inactive LEI, exact LEI status, entity category and country.
run_hr_companies	Get one company from the Croatia registry (Sudski registar) by MBS, OIB or registry link: name, status, registration date, address, legal form, capital, activities, members, supervisory board, representatives, legal relations and the list of filed financial reports.
run_hr_companies_search	Search the Croatia company registry (Sudski registar) by company name: name, MBS, OIB, status, address, court and link.
run_hr_company_filings	List the announcements (Objave) or the document collection (Zbirka isprava) of one company in the Croatia registry (Sudski registar), newest first: date, type, topic, case number and file link.
run_il_companies	Get one company from the Israel registry (Corporations Authority) by company number: Hebrew and English name, status, registration date, address, company type, liability, purpose and last annual report year.
run_il_companies_search	Search the Israel company registry (Corporations Authority) by company name or company number: name, registration number, status, address, company type and registration date.
run_kr_companies	Get one company from the South Korea registry (DART) by DART corp code, stock code or registry link: name, English name, market, registration numbers, address, industry, established date, representatives, name history and representative history.
run_kr_companies_search	Search the South Korea company registry (DART) by company name or stock code: name, DART corp code, market, stock code and link.
run_kr_company_filings	List the filings of one South Korea company (DART) by DART corp code, stock code or registry link, newest first: report id, report name, filer, filing date, correction flag, remarks and link.
run_lei_lookup_companies	Get one Legal Entity Identifier record by LEI code or lei-lookup.com link: name, entity and LEI status, registration and renewal dates, managing issuer, legal form, registration authority, legal and headquarters addresses, parent companies and the number of subsidiaries.
run_lei_lookup_companies_search	Search the public register of Legal Entity Identifiers by company name or LEI code: LEI, name, country, entity status, LEI registration status and link. Filter by entity status (active or inactive), LEI registration status and country.
run_lei_lookup_company_relationships	Subsidiaries of one legal entity in the LEI register (direct and ultimate children): LEI, name, type of relationship and link.
run_lu_companies	Get one company from the Luxembourg registry (LBR / RCS) by RCS number or registry link: name, status (radiée / en faillite), registration and deletion date, address, legal form, trade names, NACE code, and EUID.
run_lu_companies_search	Search the Luxembourg company registry (LBR / RCS) by company name or RCS number: name, RCS number, status (radiée / en faillite) and link.
run_lu_company_filings	List the RESA publications of one Luxembourg company (LBR / RCS), newest first: publication number, date, type, details and consult mode.
run_lv_companies	Get one company from the Latvia registry (Register of Enterprises) by registration number or registry URL: name, status, registration date, address, legal form, capital, officers, shareholders and beneficial owners.
run_lv_companies_search	Search the Latvia company registry (Register of Enterprises) by company name or registration number: name, registration number, status, address and link.
run_lv_company_filings	List the filed annual reports of a Latvia company (Register of Enterprises) by registration number or registry URL, newest first: financial year, type and link.
run_mx_companies	Get one company notice from the Mexican Registro Público de Comercio publications (PSM) by publication number: company name, legal form, publication type, title and date, a link to the published text and the publication history.
run_mx_companies_search	Search Mexican companies by name in the company publications of the Registro Público de Comercio (PSM): name, legal form and the latest publication with its number, type, title and date.
run_mx_company_publications	All published notices of one company in the Mexican Registro Público de Comercio publications (PSM): assemblies, balances, capital and structure changes, with date, type, title and a link to the published text.
run_nl_companies	Get one company from the Netherlands registry (KVK Handelsregister) by KVK number or registry URL: name, status, registration date, address, legal form and establishments.
run_nl_companies_search	Search the Netherlands company registry (KVK Handelsregister) by company name: name, registration number, status, address and link.
run_no_companies	Get one company from the Norway registry (Brønnøysundregistrene, Enhetsregisteret) by organisation number or registry URL: name, status, registration date, address, legal form, industry codes and board/signatory roles, share capital, employees, previous names, auditor, liens and related units.
run_no_companies_search	Search the Norway company registry (Brønnøysundregistrene, Enhetsregisteret) by company name: name, organisation number, postal code and place, and link.
run_no_company_filings	List the registry announcements (Kunngjøringer) of a Norway company (Brønnøysundregistrene) by organisation number or registry URL, newest first: date, announcement type and link.
run_nz_companies	Get one company from the New Zealand registry (Companies Register) by registration number or registry URL: name, status, registration date, address and legal form.
run_nz_companies_search	Search the New Zealand company registry (Companies Register) by company name: name, registration number, status, address and link.
run_nz_company_documents	Documents filed by one New Zealand company (Companies Register): date, type and file links.
run_pa_companies	Get one entity from the Panama Registro Público (Consulta de Folios Suspendidos) by folio or registry link: name, status, register type, incorporation date and status date. Covers suspended, dissolved, merged and closed entities.
run_pa_companies_search	Search the Panama Registro Público (Consulta de Folios Suspendidos) by company name or folio number: name, folio, status, register type, incorporation date and status date. Covers suspended, dissolved, merged and closed entities.
run_pl_companies	Get one company from the Poland registry (KRS) by KRS number or registry link: name, status, registration date, address, legal form, NIP/REGON, representatives, capital, shareholders, branches, history.
run_pl_companies_search	Search the Poland company registry (KRS) by company name: name, KRS number, city, register and flags.
run_pl_company_filings	List the filed financial documents (annual and consolidated statements, auditor opinions, approval resolutions, management reports) and register entries of a Poland company (KRS) by KRS number or registry link, newest first: date, type, period and entry details.
run_pt_companies	Get one company from the Portugal registry (Registo Comercial publications portal) by NIF/NIPC or registry link: name, legal form, registered seat (street, postal code, locality, parish, municipality, district), number of publications and the newest publication.
run_pt_companies_search	Search the Portugal company registry (Registo Comercial publications portal) by entity name: name, NIF/NIPC, municipality and the date and type of the newest publication.
run_pt_company_filings	List the publications of a Portugal company (Registo Comercial publications portal) by NIF/NIPC or registry link, newest first: date, act type (registry acts, accounts deposits, notices, convocations), municipality and whether a text / attachment exists.
run_ro_companies	Get one company from the Romania registry data (Ministry of Finance / ONRC) by CUI (CIF): name, status and registration date, address, trade register number, authorization act, phone/fax, tax registrations (profit tax, VAT, social contributions, ...) and the latest filed financial indicators (assets, debts, equity, turnover, profit, employees).
run_ro_companies_search	Search the Romania company registry (Ministry of Finance / ONRC data) by company name: name and CUI. Bucharest by default, add "@ cluj" (county name or code) to the keyword to search another county. All words must appear in the name.
run_se_companies	Get one company from the Sweden registry (Bolagsverket) by organisation number or registry link: name, status history, registration date, address, legal form, municipality and county, special and foreign-language business names.
run_se_companies_search	Search the Sweden company registry (Bolagsverket) by company name or organisation number: name, organisation number, status, city, legal form and card link.
run_se_company_filings	List the most recent registry cases of a Sweden company (Bolagsverket) by organisation number or registry URL, newest first: case number, type (annual report, interim report, register update...), status, arrival and registration dates, financial period.
run_si_companies	Get one company from the Slovenia registry (AJPES PRS) by registration number (matična številka) or registry link: name, short name, status (active/deleted), address, tax and VAT number, number of business units and the list of those units.
run_si_companies_search	Search the Slovenia company registry (AJPES PRS) by company name: name, short name, registration number (matična številka), status (active/deleted), address, tax/VAT number and link.
run_sk_companies	Get one company from the Slovakia Commercial Register (Obchodný register SR) by IČO or registry URL: name, status, registration date, address, legal form, activities and board, with full history.
run_sk_companies_search	Search the Slovakia Commercial Register (Obchodný register SR) by the beginning of the business name: name and link to the registry extract.
run_sk_company_filings	List the documents in the Slovakia Commercial Register collection of documents (Zbierka listín) for one company, by IČO or registry URL: document name, type, delivery date and whether an electronic copy exists.
run_tw_companies	Get one company from the Taiwan registry (MOEA) by 統一編號 or registry link: name, status, registration date, address, company type, capital and shares, representative, business scope, directors, managers, branches, factories, warehouses, stock listing, trademarks and change history.
run_tw_companies_search	Search the Taiwan company registry (MOEA) by company name or 統一編號: name, registration number, status, address, registration authority and link.
run_uk_companies	Get one company from the United Kingdom registry (Companies House) by registration number or registry URL: name, status, registration date, address and legal form.
run_uk_companies_search	Search the United Kingdom company registry (Companies House) by company name: name, registration number, status, address and link.
run_uk_company_filings	Filing history of one UK company (Companies House): date, type, description and document link.

Data Sources — Company intelligence

Tool	Description
run_crunchbase_company	Company profile: website, location, founding year, employees, funding.

Data Sources — E-commerce & Marketplaces

Tool	Description
run_alibaba_product	Get full Alibaba product details by ID or URL: price tiers, MOQ, attributes, variants, and supplier.
run_alibaba_product_search	Search Alibaba products by keyword: price, MOQ, supplier, and certifications.
run_aliexpress_product	Get AliExpress product details by ID: title, price, images, and store.
run_aliexpress_product_reviews	Get buyer reviews for an AliExpress product by ID: rating, text, and buyer details.
run_aliexpress_product_search	Search AliExpress products by keyword: title, price, and image.
run_amazon_product	Get full Amazon product details by ASIN: title, brand, price, images, rating, features, and seller.
run_amazon_product_offers	Get all marketplace offers for an Amazon product by ASIN: price, condition, seller, and delivery.
run_amazon_product_search	Search Amazon and extract product listings (title, URL, price, rating) across paginated results.
run_amazon_seller	Get an Amazon seller profile by seller ID: name, rating, business details, and contact info.
run_amazon_seller_products	List products sold by an Amazon seller's storefront: title, URL, price, rating, and image.
run_avito_categories	Get the Avito category tree: departments and sub-categories with id, name, alias (URL slug for the category filter), parent id, level and browse URL.
run_avito_items	Get a full Avito listing by id or URL: title, price (RUB), description, specification params, category and breadcrumbs, address and coordinates, view counts, posting time, photos and seller.
run_avito_items_search	Search Avito listings by keyword with region, category, price range, sort, seller type, Avito Delivery and attribute filters. Returns title, price, location, coordinates, image and seller for each listing.
run_avito_sellers	Get an Avito seller (brand page) by slug or URL: name, type, rating, review count, followers, active listing count, registration date and badges.
run_craigslist_areas	Directory of ~700 Craigslist regional sites with alias (the area value for searches), area code, hostname, country, region, coordinates, timezone and sub-areas.
run_craigslist_categories	Every Craigslist posting category with its alias (the category value for searches), description and section.
run_craigslist_postings	Full Craigslist posting by id or URL: title, price, body text/HTML, category attributes with matching search filters, decoded VIN spec for vehicles, hiring company for jobs, images, location and dates.
run_craigslist_postings_search	Search live Craigslist postings in any regional site by keyword, category, area/sub-area/postal/coordinates and 60+ vehicle, motorcycle, boat, housing, job, gig and event filters; returns title, price, date, location, images and category facets.
run_craigslist_postings_seller	All postings published by the seller of a given Craigslist posting (a dealer's, landlord's or shop's full inventory).
run_ebay_category	Get the full eBay browse category tree: every department, category, and subcategory.
run_ebay_item	Get full eBay listing details by item ID: title, price, condition, images, and seller.
run_ebay_item_search	Search active eBay listings by keyword: title, price, condition, and seller summary.
run_ebay_product	Get eBay catalog product details by ePID: brand, model, rating, price range, and specs.
run_ebay_product_reviews	Get buyer reviews for an eBay catalog product by ePID: rating, text, and author.
run_ebay_seller	Get an eBay seller/store profile by username: feedback, ratings, and store details.
run_ebay_seller_feedback	Get feedback reviews received by an eBay seller: rating, reviewer, and related item.
run_ebay_seller_items	List active eBay listings for a seller: title, price, condition, and image.
run_flipkart_product	Get full Flipkart product details by item id or product URL: title, brand, price, MRP, discount, images, color, rating, category, breadcrumbs, availability, condition and recent reviews.
run_flipkart_product_reviews	Get customer reviews for a Flipkart product: rating, title, text, author, date, location, certified-buyer flag, helpful/downvote counts and photos.
run_flipkart_product_search	Search Flipkart products by keyword: id, title, brand, price, MRP, discount, image, key specs, rating and review counts.
run_flipkart_seller	Get the Flipkart seller offering a given product: name, rating, years on Flipkart, units sold, quality/speed scores, product/service quality ratings and description.
run_hepsiburada_categories	Get the Hepsiburada category tree for a category id or URL: the path from the top-level department down to the category, with its nested children (id, name, alias, level, url).
run_hepsiburada_categories_products	List products in a Hepsiburada category with filters (brand, seller, color, price range, minimum rating, fast delivery, discounted, photo reviews, authorized sellers) and sorting. Returns id, name, brand, price, list price, discount, image, rating and seller.
run_hepsiburada_merchants	Get a Hepsiburada merchant (store) by slug or store URL: id, name, alias, url and number of products.
run_hepsiburada_merchants_products	List products sold by a Hepsiburada merchant with filters (brand, color, price range, minimum rating, fast delivery, discounted, photo reviews) and sorting.
run_hepsiburada_products	Get full Hepsiburada product details by SKU, product group id or URL: name, brand, price, list price, discount, images, video, rating, stock, specs, variants, categories, the winning seller and other sellers.
run_hepsiburada_products_reviews	Get customer reviews for a Hepsiburada product (aggregated across its variants): rating, text, author, date, verified purchase, helpful count, per-feature ratings, keywords and photos. Sort by most helpful or most recent.
run_hepsiburada_products_search	Search Hepsiburada products by keyword with filters (brand, seller, color, price range, minimum rating, fast delivery, discounted, photo reviews, authorized sellers) and sorting.
run_hepsiburada_products_sellers	List all sellers (merchants) offering a Hepsiburada product: seller id, name, price, list price, rating, city, shipping flags and which seller wins the buybox.
run_kleinanzeigen_categories	Full Kleinanzeigen category tree: id, name, alias, URL and parent id for every department and subcategory.
run_kleinanzeigen_listings	Get one Kleinanzeigen ad by id or URL: price, description, location, attributes, images and seller.
run_kleinanzeigen_listings_search	Search live Kleinanzeigen ads by keyword with category, price, condition, seller type, shipping and sort filters.
run_kleinanzeigen_listings_similar	Related ads Kleinanzeigen shows on an ad's page, by ad id or URL.
run_kleinanzeigen_sellers	Get one Kleinanzeigen seller by user id or profile URL: type, active since, followers and badges.
run_kleinanzeigen_sellers_listings	A seller's active Kleinanzeigen ads by user id or profile URL.
run_leboncoin_categories	Get the leboncoin category tree (id, name, slug, parent and nested subcategories). With include_filters enabled, the first category also carries the full catalog of search filters and their enum values.
run_leboncoin_listings	Get a full leboncoin ad by ID (or listing URL): title, description, price (EUR), category, category attributes, images, location, publication and expiry dates, and seller.
run_leboncoin_listings_similar	Get the 'annonces similaires' recommended for a leboncoin ad (by ID or URL): title, price, attributes, images, location and seller.
run_leboncoin_locations_search	Resolve a French place name or postcode into leboncoin location objects: label, city, zipcode, department/region id and coordinates.
run_leboncoin_sellers	Get a leboncoin professional store by store ID, seller UUID or store URL: name, SIREN/SIRET, activity sector, description, opening hours, website, address, rating, services and team.
run_leboncoin_sellers_reviews	Get the curated customer reviews leboncoin shows for a professional store (author, rating, text, date, source: Google Maps / Opinion System).
run_leboncoin_sellers_search	Browse leboncoin's professional-stores directory by activity sector: id, name, activity sector, city, department and region.
run_mercari_items	Get a Mercari (Japan) item by id or URL: title, description, price in JPY, status (on sale / sold out), photos, brand, category path, condition, shipping payer/method/origin/days, likes, comments, seller (name, reviews, star rating, verified) and item features.
run_mercari_items_search	Search Mercari (Japan) items by keyword with category, sort, status and price filters. Returns items with id, URL, name, price (JPY), status, thumbnail and photo.
run_newegg_categories_products	Products in a Newegg category by category id or category page URL: price, rating, seller and stock, with sort.
run_newegg_products	Get one Newegg product by item number or URL: price, rating, specifications, images, offers price range and seller.
run_newegg_products_offers	Every marketplace buying option for a Newegg product: seller, price, shipping, condition and ships-from.
run_newegg_products_reviews	Owner reviews for a Newegg product: rating, title, text, pros, cons, author, date and helpful votes.
run_newegg_products_search	Search Newegg products by keyword with sort: price, rating, seller and stock.
run_newegg_sellers	Get one Newegg marketplace seller store by store key or URL: rating, followers, badges, legal name and location.
run_newegg_sellers_products	A Newegg marketplace seller's products by store key or store URL.
run_olx_categories	Full category tree of an OLX marketplace: id, name, alias, parent id, depth, child ids, URL and live offer count.
run_olx_categories_filters	Category-specific search filters of an OLX category (keys, types, allowed values and ranges) to use in offers search.
run_olx_offers	Get one OLX ad by id or URL: price, description, location with coordinates, photos, attributes and seller.
run_olx_offers_search	Search live OLX ads by keyword with category, price, condition, seller type, location, delivery and sort.
run_olx_regions	OLX geography: top-level regions or the cities of one region, with ids and coordinates for offers search.
run_olx_users	Get an OLX seller profile by id, uuid or profile URL: account type, registration, last seen, response time and business details.
run_olx_users_offers	A seller's active OLX offers by user id, uuid or profile URL, with category filter and sort.
run_poshmark_items	Get one Poshmark listing by id or URL: price, brand, size, colors, category, photos, likes/comments, seller and the likers/comments shown on the page.
run_poshmark_items_comments	Comments on a Poshmark listing (author, text, date), by listing id or URL.
run_poshmark_items_likes	Users who liked a Poshmark listing (handle, name, avatar), by listing id or URL.
run_poshmark_items_related	Listings Poshmark shows as related to a listing, by listing id or URL.
run_poshmark_items_search	Search live Poshmark listings by keyword with department, category, brand, size, color, price, condition, shipping, availability and sort filters.
run_poshmark_users	Get a Poshmark seller's public closet profile by username or URL: bio, location, followers/following/listing counts, items sold and activity.
run_poshmark_users_followers	Followers of a Poshmark closet (handle, name, avatar), by username or URL.
run_poshmark_users_following	Users a Poshmark closet follows (handle, name, avatar), by username or URL.
run_poshmark_users_items	Listings in a Poshmark closet by username or URL, with department, category, brand, size, color, price, condition, shipping, availability and sort filters.
run_poshmark_users_search	Search Poshmark closets by name or handle (username, name, avatar, home region).
run_rakuten_categories	Rakuten Ichiba genre tree: the top-level genres, or one genre by id with its breadcrumb path and child genres (with item counts).
run_rakuten_items	Get one Rakuten Ichiba item by shop_code/item_code or URL: price range, subscription price, points, shipping, images, rating, category, shop and SKU variants.
run_rakuten_items_reviews	Customer reviews of a Rakuten Ichiba item by shop_code/item_code or URL: rating, text, author, dates, helpful count, purpose tags, SKU, media and shop replies.
run_rakuten_items_search	Search live Rakuten Ichiba items by keyword with sort, condition, price range and genre filters.
run_rakuten_shops	Get one Rakuten Ichiba shop storefront by shop_code or URL: name, description, logo, cover, rating and review count.
run_rakuten_shops_items	The item catalog of a Rakuten Ichiba shop by shop_code or URL: title, price range, image, points, shipping, rating, category.
run_shopify_collections	Get one Shopify collection by store domain and handle: title, description, image, product count and timestamps.
run_shopify_collections_products	Products of a Shopify collection with options, variants, prices and availability.
run_shopify_products	Get one Shopify product by store domain and handle: brand, type, tags, images, options and all variants with price, SKU, barcode, availability and stock.
run_shopify_products_search	List all products of a Shopify store (not a keyword search) with variants, prices and availability.
run_target_categories_products	List products of a Target category by browse node id or category URL with a sort order.
run_target_products	Get one Target product by TCIN or URL: price, ratings breakdown, images, specifications, features, variants, dimensions and return policy.
run_target_products_questions	Customer questions and their answers for a Target product by TCIN or URL.
run_target_products_recommendations	Related products Target shows on a product page: alternatives, guests also viewed, complementary, deals, top performing, new arrivals, similar.
run_target_products_reviews	Customer reviews of a Target product by TCIN or URL, newest first.
run_target_products_search	Search live Target products by keyword with a sort order (relevance, featured, price, rating, bestselling, newest).
run_trendyol_categories	Trendyol category tree: 10 departments with nested subcategories (id, name, alias, parent id, URL). Pass a category id or alias to get just that subtree.
run_trendyol_products	Get one Trendyol product by contentId or URL: price, brand, rating, attributes, variants, seller and other sellers.
run_trendyol_products_reviews	Customer reviews for a Trendyol product by contentId or URL: rating, text, author, date, likes, seller and photos.
run_trendyol_products_sellers	All sellers offering a Trendyol product by contentId or URL, for price comparison: price, score, stock, free shipping and which offer is featured.
run_trendyol_sellers	Get one Trendyol seller (store) by id or store URL: name, city, score, product count, verified status and shipping/response metrics.
run_trendyol_sellers_products	A seller's storefront products on Trendyol by seller id or store URL: name, brand, price, rating, image.
run_vinted_products_search	Search live Vinted items by keyword on any Vinted market, with category, brand, size, condition, color, material and price filters.
run_vinted_users	Get a Vinted member profile by user id or member URL: location, reputation, feedback and item counts, followers, verification and bundle discounts.
run_vinted_users_feedbacks	Feedback (reviews) a Vinted member has received: text, rating, reviewer, the seller's reply and date.
run_vinted_users_items	A Vinted member's current wardrobe: title-level data, prices, brand, size, condition, photos, favourites and reserved/closed/hidden flags.
run_walmart_product	Get full Walmart product details by item ID: brand, price, rating, and specifications.
run_walmart_product_reviews	Get customer reviews for a Walmart product by item ID: rating, text, and author.
run_walmart_product_search	Search Walmart products by keyword: title, price, rating, and seller.
run_walmart_seller	Get a Walmart marketplace seller profile by seller ID: rating, location, and contact info.
run_walmart_seller_products	List products from a Walmart seller's storefront: title, price, rating, and availability.
run_wayfair_products	Get full Wayfair product details by SKU (or product URL): title, brand, price, list price, discount, rating with per-star breakdown, images, variants, verified status, availability and category.
run_wayfair_products_search	Search Wayfair products by keyword. Returns products with title, brand, price, list price, currency, discount, rating, review count and images.
run_wayfair_sellers	Get a Wayfair brand (seller) by id or brand page URL: name, description, logo image, alias and the brand's collections.
run_yahoo_auctions_categories	Yahoo! Auctions Japan category tree, one level at a time: pass a parent category id (0 for the top-level categories) to get its direct sub-categories (id, Japanese name, URL, parent id).
run_yahoo_auctions_items	Get one live or completed Yahoo! Auctions Japan listing by auction id or URL: price, bids, condition, category, description, photos, shipping, payment methods, highest bidders and seller.
run_yahoo_auctions_items_closed_search	Search completed Yahoo! Auctions Japan auctions by keyword and see the price each item actually sold for, with sold-price, condition, region, seller-type and sort filters.
run_yahoo_auctions_items_search	Search live Yahoo! Auctions Japan listings by keyword and/or category with price, buy-it-now, condition, region, seller, listing-type, appraisal, shipping filters and sort.
run_yahoo_auctions_products	Get a Yahoo! Auctions Japan catalog product by id or URL: lowest current and buy-it-now price and the live auctions matched to that product.
run_yahoo_auctions_sellers	Get a Yahoo! Auctions Japan seller profile by seller id or URL: display name, rating count, positive-feedback percentage, store/verification badges and profile message.
run_yahoo_auctions_sellers_items	A seller's live Yahoo! Auctions Japan listings by seller id or URL, with keyword, category, price, condition, region and sort filters.
run_yahoo_auctions_sellers_reviews	Feedback comments left for a Yahoo! Auctions Japan seller: verdict, author, auction, comment text and relative date; filter by role and verdict.
run_yahoo_auctions_sellers_reviews_summary	Aggregated Yahoo! Auctions Japan feedback score of a seller: total and positive percentage as seller/buyer plus positive/neutral/negative counts over the last week, month, 6 months, 100 and 1000 transactions.
run_yandexmarket_categories_products	List Yandex Market products in a catalog category by id or URL, with sort, price, condition, payment, rating and brand filters.
run_yandexmarket_products	Get one Yandex Market product by id or URL: title, brand, price, rating, category breadcrumbs, seller and spec table.
run_yandexmarket_products_search	Search Yandex Market products by keyword with sort, price, condition, payment, rating, brand and seller filters.
run_zalando_brands_products	Get products of a Zalando brand by brand alias or brand page URL: name, brand, price, list price, discount, currency, image, silhouette, gender, flags and sizes.
run_zalando_products	Get full Zalando product details by product URL: name, brand, colour, price, list price, discount, 30-day lowest price, images, description, category, stock, sizes with stock levels, attributes (material, care, details) and colour variants.
run_zalando_products_related	Get related products from a Zalando product page (similar, same brand, cross-sell and sponsored recommendations): name, brand, price, discount, image, stock and reason.
run_zalando_products_search	Search Zalando products by keyword with optional brand, size, colour, price range and sort filters. Returns name, brand, colour, gender, price, list price, 30-day lowest price, discount, image and sponsored flag.

Data Sources — Enrichment

Tool	Description
run_email_enrichment	Profile data behind an email: name, phone, company, position, social profiles.
run_email_validation	Deliverability signals: valid/invalid/risky, catch-all, provider, confidence.
run_email_finder	Professional email address for that person.
run_phone_enrichment	Profile data behind a phone number: name, email, company, carrier.
run_phone_enrichment_us	US validation: carrier, line type, activity score, litigator risk, owner.

Data Sources — Product reviews

Tool	Description
run_capterra_categories	List Capterra software categories: name, alias, and canonical URL.
run_capterra_category_products	List Capterra products within a software category, ranked as Capterra ranks them.
run_capterra_product	Get full Capterra product details by id or URL: vendor, pricing, ratings, and features.
run_capterra_products_reviews	Get user reviews for a Capterra product by id or URL: rating, pros/cons, and author.
run_capterra_products_search	Search Capterra software products by keyword: name, rating, review count, and image.
run_gartner_categories	Get the full Gartner Peer Insights category and market taxonomy.
run_gartner_market	Get a Gartner Peer Insights market profile by alias or URL: features, research, and lessons learned.
run_gartner_market_products	List ranked Gartner Peer Insights products within a market, with ratings and vendors.
run_gartner_markets_search	Search Gartner Peer Insights markets (software categories) by keyword.
run_gartner_product	Get full Gartner Peer Insights product details by alias or URL: vendor, ratings, and company profile.
run_gartner_products_search	Search Gartner Peer Insights products by keyword: name, vendor, and review count.
run_gartner_vendor	Get a Gartner Peer Insights vendor profile by alias or URL: markets, products, and ratings.
run_trustpilot	Get full Trustpilot business profile by domain or URL: rating breakdown, claim status, and reply behavior.
run_trustpilot_reviews	Get customer reviews for a Trustpilot business by domain or URL: rating, text, and author.
run_trustpilot_search	Search Trustpilot businesses by keyword: name, domain, rating, and review count.

Data Sources — Social media

Tool	Description
run_linkedin_email	Profile with contact details, including an email when available.
run_linkedin_domain	The LinkedIn profile matching that person at that company.
run_linkedin_company_search	Companies matching a query, with size, industry and location filters.
run_linkedin_people_search	People matching a query, with company, title, seniority and location filters.
run_linkedin_company_employee	Employees of the given companies, with people-style filters.

Data Sources — Startup & Funding Data

Tool	Description
run_betalist_startups	Get one startup from BetaList by slug or URL: name, tagline, description, makers, topics, launch date, screenshots and similar startups.
run_betalist_startups_latest	The newest startups on BetaList, newest first: name, tagline, logo and link.
run_betalist_startups_search	Search BetaList startups by keyword: name, tagline, logo and link.
run_betalist_topics_startups	Startups of one BetaList topic (slug like generative-ai, category/topic, or a BetaList topic URL): name, tagline, logo and link.
run_dealroom_companies	Get one company from Dealroom by slug or URL: tagline, HQ, founding year, sector, tier, valuation / revenue / headcount ranges, investors by round, ownership, funding events, alumni founders, footprint and investments. Dealroom shows ranges, not exact values, without a login.
run_dealroom_companies_search	Search Dealroom companies by keyword and/or tier, sector and country: name, tier, sector, HQ, founding year, numeric valuation and range, logo and link. At least one of keyword / tier / sector / country is required.
run_dealroom_investors	Get one investor from Dealroom by slug or URL: type, HQ, rank, portfolio / unicorn / investment counts, links, biggest holdings, exits, portfolio analysis, market map, similar investors and key people.
run_dealroom_investors_search	Search the Dealroom investor index by name keyword, type and country, ordered by Dealroom rank: name, type, country, HQ, portfolio companies, rank and link. With no filters it returns the top of the index.
run_eustartups_directory	Get one startup from the EU-Startups database by slug or URL: tagline, description, country, city, tags, founding year, total funding, website, status, social links and related articles.
run_eustartups_directory_categories	The country categories of the EU-Startups database with their slugs (use them as the country filter of the directory search), names, links and startup counts.
run_eustartups_directory_search	Search the EU-Startups startup database by country category (e.g. german-startups) or by keyword: name, city, tags, founding year, logo and link. Provide a country or a keyword.
run_eustartups_investors	Get one investor from the EU-Startups investor database by slug or URL: type, HQ country, website, investment areas, typical investment, funding stages, LinkedIn and contact email.
run_eustartups_investors_search	Search the EU-Startups investor database by name, type and HQ country: type, HQ, investment areas, typical investment, funding stage and link. All filters are optional.
run_futurepedia_categories	AI tool categories of Futurepedia with the number of tools in each and the group they belong to (the top sub-categories shown on the Futurepedia categories page). Optional group filter.
run_futurepedia_tools	Get one AI tool from Futurepedia by slug or URL: description, rating and review count, categories, pricing, key features, pros and cons, use cases, pricing plans, rating breakdown and social links.
run_futurepedia_tools_alternatives	Alternatives to one Futurepedia AI tool (slug or URL): name, description, pricing, rating, categories and link.
run_futurepedia_tools_reviews	User reviews of one Futurepedia AI tool (slug or URL): rating, review text and reviewer name.
run_futurepedia_tools_search	List the AI tools of one Futurepedia category (slug like video-generators or a category URL) with sorting, pricing, feature and verified filters: name, description, pricing, rating, categories and link.
run_indiegogo_campaigns	Get one Indiegogo campaign by slug or URL: goal, funds raised, backers, phase and outcome, category, tags, story, risks, refund policy, stretch goals, creator and the number of perks.
run_indiegogo_campaigns_search	Search Indiegogo (and Gamefound) projects by keyword and category, phase, benefit, tag, creator and player-count filters: name, tagline, goal, funds raised, backers, phase, dates, creator and link.
run_indiehackers_ideas_search	Browse the Indie Hackers Ideas database, optionally by category: company, one-line idea, categories and MRR.
run_indiehackers_posts	Get one Indie Hackers post by its slug or URL: title, full text, author, publish date, upvotes, comment count and the product it belongs to.
run_indiehackers_posts_comments	List the comments of one Indie Hackers post (threaded: depth and parent id): text, author, upvotes and date.
run_indiehackers_posts_search	Indie Hackers post feeds: the top posts of a week, month or all time, or the newest posts, with author, upvotes and comment counts.
run_indiehackers_products	Get one product from Indie Hackers by slug or URL: name, tagline, description, website, Twitter, self-reported monthly revenue, founders and the product's updates.
run_indiehackers_products_search	Browse the Indie Hackers products directory by sort, category, business model and monthly revenue range: name, tagline and self-reported revenue.
run_indiehackers_users	Get one Indie Hackers member by username or profile URL: name, bio, products with revenue and the latest activity.
run_kickstarter_projects	Get one Kickstarter project by creator/project or URL: goal, pledged, backers, state, dates, creator, category, location, story, risks and counters of rewards, updates, comments and FAQ.
run_kickstarter_projects_search	Search Kickstarter projects by keyword, category, state, staff picks, location and funding ranges: name, blurb, goal, pledged, backers, creator, category and link.
run_owler_companies	Get one company from Owler by slug or URL: description, founded year, headquarters, CEO, revenue and employee estimates, full funding rounds with investors, acquisitions, investments, competitors and latest news.
run_owler_companies_competitors	Competitors of one Owler company (slug or URL): name, link, CEO, revenue, employees, funding, headquarters and sector.
run_owler_companies_news	Latest news about one Owler company (slug or URL): title, summary, publisher, date and link.
run_owler_companies_search	Search Owler companies by name (the site's own suggestion list): company id, name, logo and profile link.
run_pitchbook_companies	Get the public profile preview of a company by PitchBook id or URL: description, website, founded year, status, employees, industries, parent company, address, social links, FAQs, the latest deals, competitors, investors, investments, affiliates and patent tables shown in the free preview, verticals, related research and news.
run_pitchbook_investors	Get the public profile preview of an investor by PitchBook id or URL: description, website, founded year, status, investor types, address, social links, FAQs, counters (investments, portfolio, exits), the latest investments, exits, co-investors and affiliates shown in the free preview, related research and news.
run_pitchbook_profiles_search	Search PitchBook public profile previews by keyword: name, type (company / investor / fund), profile id and link.
run_pitchwall_products	Get one product from PitchWall by slug or URL: tagline, full description with pricing and FAQs, website, topics, publish date, social accounts, screenshots and submitter.
run_pitchwall_products_search	List the newest PitchWall products, or the products of one topic (tag): name, tagline, website, topics, publish date and link. The topic is optional.
run_producthunt_categories	Products of a Product Hunt category: name, tagline, rating, review count, launches and categories.
run_producthunt_categories_list	The Product Hunt categories with their sub-categories: name, slug, parent and description.
run_producthunt_collections	Products of a Product Hunt collection in the curator's order, with the full list paged beyond the first 20.
run_producthunt_collections_search	Browse Product Hunt collections page by page, or search them by keyword.
run_producthunt_forums_search	Browse Product Hunt forum threads page by page, or search them by keyword.
run_producthunt_forums_threads	Top-level comments of a Product Hunt forum thread: text, author, votes, reply count and date, all pages.
run_producthunt_launches	Get one Product Hunt launch by slug or URL: tagline, votes, comments, daily / weekly / monthly rank, dates, topics, link and the product it belongs to.
run_producthunt_launches_search	Search Product Hunt launches by keyword: name, date and the product behind each launch.
run_producthunt_leaderboards	Launches of a Product Hunt leaderboard (day, week, month or year): rank, name, tagline, votes, comments, topics and product link, beyond the first page.
run_producthunt_products	Get one product from Product Hunt by slug or URL: tagline, description, website, rating, review count, followers, launches, categories, social links, pros and cons, makers, awards and similar products.
run_producthunt_products_alternatives	Alternatives of a Product Hunt product with their rating and similarity score, all pages.
run_producthunt_products_customers	Customers of a Product Hunt product (products whose makers say they use it) with the shoutout note.
run_producthunt_products_launches	Launches of a Product Hunt product: votes, comments, ranks and dates, all pages.
run_producthunt_products_reviews	Reviews of a Product Hunt product (all review types): rating, text, reviewer, date and alternatives mentioned, all pages.
run_producthunt_products_search	Search Product Hunt products by keyword: name, tagline, rating, review count, logo and link.
run_producthunt_topics	Products of a Product Hunt topic: name, tagline, rating, review count, launches and categories.
run_producthunt_users	Get one Product Hunt user by username or URL: name, headline, about, followers, submitted launches, products, collections, reviews, links and join date.
run_producthunt_users_collections	Collections of a Product Hunt user with their size and first products, all pages.
run_producthunt_users_comments	Comments of a Product Hunt user, taken from their activity feed (comments filter), all pages.
run_producthunt_users_launches	Launches submitted by a Product Hunt user: votes, comments, ranks and dates, all pages.
run_producthunt_users_stacks	Products in a Product Hunt user's stack with who recommended them.
run_producthunt_users_upvotes	Launches a Product Hunt user upvoted, newest first: votes, comments, ranks and dates. The site serves at most the latest 200 upvotes of a user.
run_seedrs_businesses	Get one funded business from the Republic Europe (Seedrs) secondary-market page by slug or URL: description, sector, available shares, indicative valuation and its change, eligibility and incorporation date.
run_seedrs_campaigns	Get one Republic Europe (Seedrs) campaign by slug or URL: raised and target amounts, valuation, equity offered, share price, investors, tax relief, company number, sectors, links, highlights and the pitch text.
run_seedrs_campaigns_search	Search the live Republic Europe (Seedrs) campaigns by campaign-name word and sector, impact tag, business type, tax relief and pitch type filters: raised and target amounts, valuation, investors, type, status and link.
run_techeu_companies	Get one company from Tech.eu Funding Explorer by id or URL: description, location, sectors, every funding round with investors, exit and funding-signal estimates.
run_techeu_exits_search	Search European startup exits and M&A (Tech.eu Funding Explorer, CC BY 4.0), newest first: company, date, type, value in EUR and acquirer.
run_techeu_investors	Get one investor profile from Tech.eu Funding Explorer by name or URL: deals, portfolio, biggest deals, co-investors, sector / stage / country focus.
run_techeu_investors_search	Search the Tech.eu investor directory by name: type, number of deals and companies, top sector and active years.
run_techeu_rounds_search	Search European startup funding rounds (Tech.eu Funding Explorer, CC BY 4.0), newest first: company, amount in EUR, stage, investors, date and source. Filter by country, stage, sector, minimum amount and dates.
run_theresanaiforthat_companies	Get one company from There's An AI For That by slug or URL: description, industry, location, website, socials, AI-native flag, employees, valuation, ranks and its tools.
run_theresanaiforthat_countries	AI ecosystem ranking of countries from There's An AI For That: region, AI market cap, population, AI investment per capita and the number of companies, organizations, investors, tools, models, papers, devices, robots and fundraises. Optional region filter.
run_theresanaiforthat_tasks	Get one task (category) from There's An AI For That by slug or URL: number of tools, models, robots and devices, subscribers, most popular tool, subtasks, related tasks and the top tools.
run_theresanaiforthat_tools	Get one AI tool from There's An AI For That by slug or URL: tagline, description, website, pricing, rating and its breakdown, views, saves, task, company, country, features, releases, pros and cons, FAQ and counters of alternatives and reviews.
run_theresanaiforthat_tools_alternatives	Alternatives and similar tools of one There's An AI For That tool (top alternatives and "if you liked" recommendations): name, short description, task, price, rating, views and link.
run_theresanaiforthat_tools_reviews	Reviews and comments of one There's An AI For That tool: text, star rating, date, release, votes and author.
run_theresanaiforthat_tools_search	Search AI tools on There's An AI For That by keyword or task name: name, short description, task, price, rating, views, saves and link. Sorting and tool type apply to task names (for example seo or video editing). Paid placements are skipped.
run_tracxn_companies	Get one company from Tracxn by profile URL or id token: description, website, founding year, location, stage, sectors, total funding, latest round, valuation, investors, revenue band, employee count, competitors, legal entities, board, the 3 latest funding rounds and news.
run_tracxn_companies_funding	Get all funding rounds and the investor list of one Tracxn company (profile URL or id token): date, amount, round name, lead and other investors, plus the first-investment line of the institutional investors.
run_tracxn_companies_search	Get the companies of a Tracxn list page (an explore list such as Auto Tech startups in India, or a sector /companies page): name, description, founded year, location, stage, total funding, investors, Tracxn score, competitor rank.
run_tracxn_geographies	Get one country startup landscape from Tracxn by URL or id token: totals, top companies and investors, recent funding rounds, acquisitions, IPOs and news.
run_tracxn_investors	Get one investor (VC, PE, angel network, family office ...) from Tracxn by profile URL or id token: type, founding year, headquarters, portfolio and unicorn / IPO / acquisition counts, top investments, yearly / stage / sector / geography breakdowns, recent investments, team, co-investors and news.
run_tracxn_legal_entities	Get one registered legal entity from Tracxn by URL or id token: CIN, status, type, incorporation date, registrar, capital, address, brands, business activity, recent filings, directors and signatories.
run_tracxn_legal_entities_search	Search 21.9M registered legal entities in Tracxn by name or CIN in one of 13 countries (default India): name, CIN, incorporation date, status, associated brands and link.
run_tracxn_people	Get one founder / angel investor / board member from Tracxn by profile URL or id token: roles, founded companies, board memberships, angel investments, portfolio exits and top news.
run_tracxn_sectors	Get one Tracxn sector overview by URL or id token: company / funding / unicorn / IPO / acquisition totals, top companies and investors, founding and funding trends by year and country, recent rounds, acquisitions, IPOs and news.
run_tracxn_unicorns_search	List the unicorn startups of a country from Tracxn Unicorn Club (newest first): rank, name, description, founded year, location, stage, sectors, time to unicorn, top investors, employees, total funding, join date.
run_wefunder_companies	Get one WeFunder company by slug or URL: tagline, location, total raised and investors, current round (valuation, minimum investment, closing date), highlights, team, featured investors, memos, perks, FAQ and the latest updates and questions.
run_wefunder_companies_search	Browse WeFunder campaigns by status, instrument and industry / highlight tags: name, tagline, raise progress, investors, valuation terms, founder and link.
run_wellfound_companies	Get one company from Wellfound by slug or URL: description, size, stage, total raised, funding rounds, founders, tags, locations and open jobs.
run_wellfound_jobs_search	Search Wellfound jobs by role and location: job title, pay, locations, description and the hiring company (size, stage, tags).
run_wellfound_locations	The list of Wellfound job locations (US cities, US states, countries and other places) with the slug to use as the location in Wellfound jobs search. Optional type and name filters.
run_yc_companies	Get one Y Combinator company by slug or URL: one-liner, description, batch, status, website, team size, location, founders with bios, social links, news and Launch YC posts.
run_yc_companies_search	Search the Y Combinator directory by keyword and filters (batch, industry, region, hiring, top company, nonprofit, team size): name, one-liner, batch, status, industries, regions, team size and website.
run_yc_founders_search	Search the public Y Combinator founders directory by name keyword and filters (batch, title, industry, top company): name, title, company, batches, industries and region.

Input parameters, limits, and pricing for every Data Source tool match the REST endpoints described in Data Sources.

Synchronous results

Every tool returns its result directly in the tool response — there is no session to poll. A scrape that hits its time budget returns partial: true with the records collected so far, so a long run degrades to a shorter result instead of failing.

Connecting an MCP client

Claude Code / Claude Desktop

claude mcp add --transport http neuralverge \
  https://api.neuralverge.ai/functions/v1/mcp-server \
  --header "Authorization: Bearer YOUR_ACCESS_TOKEN"

Generic remote HTTP client (ChatGPT, Cursor, etc.)

Add a remote MCP connector pointing at the endpoint above, with an Authorization: Bearer YOUR_ACCESS_TOKEN header. Any client that speaks MCP's Streamable HTTP transport works — the server does not require any client-specific setup.

MCP Inspector

npx @modelcontextprotocol/inspector

Connect to https://api.neuralverge.ai/functions/v1/mcp-server in HTTP mode and set the Authorization header to explore and test tools interactively.

Example request

curl -X POST "https://api.neuralverge.ai/functions/v1/mcp-server" \
  -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "tools/call",
    "params": {
      "name": "run_email_validation",
      "arguments": { "email": "john@example.com" }
    }
  }'

Errors

A missing or invalid Authorization header fails the whole request with 401 Unauthorized, the same as the REST API.

Once a request is authenticated, errors from an individual tool call (invalid parameters, 402 Payment Required for usage limits, upstream failures, and so on) are returned inside the MCP tool result with isError: true rather than as an HTTP failure — this lets the calling model see and react to the error instead of the whole request failing. The underlying status codes are the same ones described in Errors & Rate Limits.

Next steps

• Review Authentication to get an access token
• Browse AI Extract, Search, and Data Sources for what each tool does under the hood
• Browse the API Reference tab for the full REST schema each tool wraps

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