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.

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

Introduction

Product

API Basics

Integrations

MCP Server

MCP Server

Endpoint

Authentication

Available tools

AI Extract

Search

Tool count

Data Sources — Company Registries

Data Sources — Company intelligence

Data Sources — E-commerce & Marketplaces

Data Sources — Enrichment

Data Sources — Product reviews

Data Sources — Startup & Funding Data

Synchronous results

Connecting an MCP client

Claude Code / Claude Desktop

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

MCP Inspector

Example request

Errors

Next steps

​MCP Server

​Endpoint

​Authentication

​Available tools

​AI Extract

​Search

​Tool count

​Data Sources — Company Registries

​Data Sources — Company intelligence

​Data Sources — E-commerce & Marketplaces

​Data Sources — Enrichment

​Data Sources — Product reviews

​Data Sources — Social media

​Data Sources — Startup & Funding Data

​Synchronous results

​Connecting an MCP client

​Claude Code / Claude Desktop

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

​MCP Inspector

​Example request

​Errors

​Next steps

MCP Server

Endpoint

Authentication

Available tools

AI Extract

Search

Tool count

Data Sources — Company Registries

Data Sources — Company intelligence

Data Sources — E-commerce & Marketplaces

Data Sources — Enrichment

Data Sources — Product reviews

Data Sources — Social media

Data Sources — Startup & Funding Data

Synchronous results

Connecting an MCP client

Claude Code / Claude Desktop

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

MCP Inspector

Example request

Errors

Next steps