NeuralVerge

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

NeuralVerge MCP Server

The data layer for agentic AI.

One API and MCP server that gives an agent verified, structured, cited facts about the real world, mid-task. Agents don't need search results or raw HTML — they need a finished answer, from one API instead of five vendors.

NeuralVerge draws structured data from 300+ sources — e-commerce marketplaces, corporate registries, startup and funding data, company intelligence, product reviews, enrichment and social — plus the open web, all in one request format. This MCP (Model Context Protocol) server exposes Search, AI Extract and every Data Source as tools, so any MCP-compatible client (Claude, ChatGPT, Gemini, Cursor and others) can call them directly. No scrapers, no pipelines, no glue code. Plans from $50/month.

Why NeuralVerge

• The real world, structured. E-commerce, company and people data from marketplaces, official registries and vertical sources, not just the web — all returned as JSON.
• One API instead of five. Search, extraction and enrichment on one key and one balance, with one request format and no per-source fees or separate contracts.
• Agent-native. Tools are available to the agent mid-task over MCP, with no glue code.
• Cost you control. Points-based pricing: extraction and search at 5 points per call, plans from $50/month (see Pricing).

Teams use NeuralVerge for agentic products, go-to-market, outbound, market research, competitor analysis, brand monitoring, public procurement, e-commerce intelligence, due diligence, KYC/KYB and recruiting.

Getting an API key

Before installing, you need a NeuralVerge account and an API key:

1. Sign up at app.neuralverge.ai (or via neuralverge.ai → "Get started").
2. Choose a plan (see Pricing below) — this determines your monthly points allowance.
3. Generate an API key from your account/API settings in the app.
4. Use that key as NEURALVERGE_API_KEY in the Configuration step further down.

MCP server overview

NeuralVerge exposes its data layer as a remote Model Context Protocol (MCP) server, so any MCP-compatible client — Claude, ChatGPT, Gemini, 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. See the official page: docs.neuralverge.ai/mcp-server.

This repository is a self-hosted equivalent of that server: same tool names, same input schemas, same behavior, and it can run either as a local stdio process or as a Streamable HTTP server. Notes:

• AI Research is not available over MCP: a research run is asynchronous, while an MCP tool has to return its result inside the call. Start research runs over the REST API instead.
• Total tool count: 342 — run_search, run_extract and every Data Source endpoint.

Quickstart

1. Get an API key. In the NeuralVerge dashboard open Settings → API, click Create API Key, and copy the key. Keep it private — it is the only thing that authenticates the connection.

2. Point your client at a server. Either use NeuralVerge's hosted endpoint, or run this repository (see Installation and Transports & client compatibility).

   Hosted endpoint, Claude Code:

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

   Hosted endpoint, Cursor and other JSON clients:

   {
     "mcpServers": {
       "neuralverge": {
         "url": "https://api.neuralverge.ai/functions/v1/mcp-server",
         "headers": {
           "Authorization": "Bearer YOUR_API_KEY"
         }
       }
     }
   }
   

   This repository, Claude Code (local stdio):

   claude mcp add neuralverge -e NEURALVERGE_API_KEY=YOUR_API_KEY -- node /absolute/path/to/MCP/dist/index.js
   

3. Let the agent call tools. Start a new conversation and ask for something that needs data, for example: "Find the registered address of Škoda Auto in the Czech company registry." The agent picks the right tool, calls it mid-task, and answers from the result.

Hosted endpoint

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

The hosted 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 your API key as a bearer token — the same key the REST API uses: Authorization: Bearer YOUR_API_KEY. Create a key under Settings → API in the dashboard (see docs.neuralverge.ai/authentication). On the hosted endpoint, a request with a missing or invalid key is rejected with 401 Unauthorized before any tool runs. When you run this repository instead, the key is passed to the server process as NEURALVERGE_API_KEY (see Configuration).

Tool count

tools/list returns every tool in one response — roughly 150 KB of JSON for the hosted tool set, a bit more here. 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.

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, Cursor and other JSON-config clients — see the Quickstart above.
• Generic remote HTTP client (ChatGPT, etc.) — add a remote MCP connector pointing at the hosted endpoint above (or at your own deployment of this server in HTTP mode, see Streamable HTTP), with an Authorization: Bearer YOUR_API_KEY header. Any client that speaks MCP's Streamable HTTP transport works.
• MCP Inspector — run 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_API_KEY" \
  -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

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 and in Error handling below.

Tools

The server exposes 342 tools — one per NeuralVerge API endpoint (Search, AI Extract and every Data Source), as listed below. AI Research is not available over MCP. The tool list is generated from the official OpenAPI spec, so input schemas (types, enums, min/max, required fields) match the REST API exactly.

Every tool returns its result synchronously (a scrape that hits its time budget returns partial: true with the records collected so far). Tool names follow the endpoint path: POST /functions/v1/run-amazon-product-search → run_amazon_product_search.

Context size: all 342 tool definitions together are large. If your client caps active tools or you want to save context, enable only the tools you need in the client's tool picker.

All available tools

342 tools, generated by npm run generate from the NeuralVerge OpenAPI spec. Required parameters are marked with *.

Search (1)

Tool	Description	Parameters
run_search	Runs a web search and returns a structured search payload.	query, settings

AI Extract (1)

Tool	Description	Parameters
run_extract	Loads a page by URL and extracts structured data.	url, instructions, settings*

Social media (5)

Tool	Description	Parameters
run_linkedin_email	Looks up a LinkedIn profile and returns contact details, including email when available.	username*
run_linkedin_domain	Finds a LinkedIn profile by company name or domain and full name.	company_or_domain, full_name
run_linkedin_company_search	Searches LinkedIn companies by query and optional filters.	searchQuery*, companySize, industryIds, locations, maxItems, scraperMode, startPage
run_linkedin_people_search	Searches LinkedIn people using optional query terms and advanced filters.	searchQuery, maxResults, startPage, scraperMode, locations, currentCompany, pastCompany, currentJobTitleFilter, pastJobTitle, yearsOfExperienceFilter, yearsAtCurrentCompanyFilter, seniorityLevelFilter, functionFilter, industryIds, firstNames, lastNames, companyHeadcountFilter
run_linkedin_company_employee	Searches LinkedIn employees for one or more companies using people-style filters.	companies*, searchQuery, maxResults, startPage, scraperMode, locations, currentJobTitleFilter, pastJobTitle, yearsOfExperienceFilter, yearsAtCurrentCompanyFilter, seniorityLevelFilter, functionFilter, industryIds, companyHeadcountFilter

Enrichment (5)

Tool	Description	Parameters
run_email_enrichment	Enriches a known email address with profile-related data when available.	email*
run_email_validation	Validates an email address and returns deliverability signals.	email*
run_email_finder	Finds a professional email address using company domain, first name, and last name.	domain, first_name, last_name*
run_phone_enrichment	Enriches a known phone number with profile data when available.	phone*
run_phone_enrichment_us	Validates and enriches a US phone number with carrier and activity details.	phone*

Company intelligence (1)

Tool	Description	Parameters
run_crunchbase_company	Fetches structured company data from a Crunchbase company URL.	url*

E-commerce & Marketplaces (128)

Tool	Description	Parameters
run_amazon_product_search	Search Amazon and extract product listings (title, URL, price, rating) across paginated results. 1 point per returned record.	query*, domain, max_items, start_page
run_amazon_product	Get full Amazon product details by ASIN: title, brand, price, images, rating, features, and seller. Flat 5 points per successful run.	asin*, domain
run_amazon_product_offers	Get all marketplace offers for an Amazon product by ASIN: price, condition, seller, and delivery. Flat 5 points per successful run.	asin*, domain
run_amazon_seller	Get an Amazon seller profile by seller ID: name, rating, business details, and contact info. Flat 5 points per successful run.	seller*, domain
run_amazon_seller_products	List products sold by an Amazon seller's storefront: title, URL, price, rating, and image. 1 point per returned record.	seller*, domain, max_items, start_page
run_ebay_category	Get the full eBay browse category tree: every department, category, and subcategory. Flat 5 points per successful run.
run_ebay_item	Get full eBay listing details by item ID: title, price, condition, images, and seller. Flat 5 points per successful run.	item*
run_ebay_item_search	Search active eBay listings by keyword: title, price, condition, and seller summary. 1 point per returned record.	keyword*, max_items, start_page, sort, condition, buying_format, category_id, min_price, max_price
run_ebay_product	Get eBay catalog product details by ePID: brand, model, rating, price range, and specs. Flat 5 points per successful run.	product*
run_ebay_product_reviews	Get buyer reviews for an eBay catalog product by ePID: rating, text, and author. 1 point per returned record.	product*, max_items, start_page
run_ebay_seller	Get an eBay seller/store profile by username: feedback, ratings, and store details. Flat 5 points per successful run.	seller*
run_ebay_seller_feedback	Get feedback reviews received by an eBay seller: rating, reviewer, and related item. 1 point per returned record.	seller*, max_items, start_page
run_ebay_seller_items	List active eBay listings for a seller: title, price, condition, and image. 1 point per returned record.	seller*, max_items, start_page
run_walmart_product	Get full Walmart product details by item ID: brand, price, rating, and specifications. Flat 5 points per successful run.	item*
run_walmart_product_search	Search Walmart products by keyword: title, price, rating, and seller. 1 point per returned record.	keyword*, max_items, start_page, sort, min_price, max_price
run_walmart_product_reviews	Get customer reviews for a Walmart product by item ID: rating, text, and author. 1 point per returned record.	product*, max_items, start_page
run_walmart_seller	Get a Walmart marketplace seller profile by seller ID: rating, location, and contact info. Flat 5 points per successful run.	seller*
run_walmart_seller_products	List products from a Walmart seller's storefront: title, price, rating, and availability. 1 point per returned record.	seller*, max_items, start_page
run_aliexpress_product	Get AliExpress product details by ID: title, price, images, and store. Flat 5 points per successful run.	product*, language, currency
run_aliexpress_product_search	Search AliExpress products by keyword: title, price, and image. 1 point per returned record.	keyword*, max_items, start_page, sort, currency, min_price, max_price, language, country, ship_from, filters, free_shipping, choice, four_star_and_up, local_shipping
run_aliexpress_product_reviews	Get buyer reviews for an AliExpress product by ID: rating, text, and buyer details. 1 point per returned record.	product*, max_items, language, currency, filter, translate
run_alibaba_product_search	Search Alibaba products by keyword: price, MOQ, supplier, and certifications. 1 point per returned record.	keyword*, count
run_alibaba_product	Get full Alibaba product details by ID or URL: price tiers, MOQ, attributes, variants, and supplier. Flat 5 points per successful run.	product*
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. 5 point per returned record.
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. Flat 5 points per successful run.	item*
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. 1 point per returned record.	keyword*, max_items, start_page, region, category, price_min, price_max, sort, seller_type, params, delivery
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. Flat 5 points per successful run.	seller*
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. Flat 5 points per successful run.	country
run_craigslist_categories	Every Craigslist posting category with its alias (the category value for searches), description and section. Flat 5 points per successful run.	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. Flat 5 points per successful run.	posting*
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. 1 point per returned record.	area*, keyword, category, max_items, start_page, subarea, sort, purveyor, min_price, max_price, condition, language, free, titles_only, has_image, posted_today, hide_duplicates, crypto_ok, delivery_available, postal, lat, lon, radius, make_model, min_auto_year, max_auto_year, min_auto_miles, max_auto_miles, min_monthly_payment, max_monthly_payment, transmission, drivetrain, fuel_type, title_status, body_type, paint, cylinders, min_engine_displacement_cc, max_engine_displacement_cc, street_legal, motorcycle_motor, motorcycle_type, min_boat_length, max_boat_length, min_year_manufactured, max_year_manufactured, boat_propulsion, boat_type, min_bedrooms, max_bedrooms, min_bathrooms, max_bathrooms, min_sqft, max_sqft, availability, rent_period, housing_type, laundry, parking, housing_features, employment_type, is_internship, is_nonprofit, is_telecommuting, is_paid, lost_or_found, event_types
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). 1 point per returned record.	posting*, max_items, start_page, category, sort
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. Flat 5 points per successful run.	product*
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. 1 point per returned record.	product*, max_items, start_page
run_flipkart_product_search	Search Flipkart products by keyword: id, title, brand, price, MRP, discount, image, key specs, rating and review counts. 1 point per returned record.	keyword*, max_items, start_page
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. Flat 5 points per successful run.	product*
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). Flat 5 points per successful run.	category*
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. 1 point per returned record.	category*, max_items, start_page, price_min, price_max, sort, rating_min, brand, color, merchant, product_type, fast_delivery, discounted_only, with_photo_reviews, authorized_seller, recently_reviewed, advantageous_price
run_hepsiburada_merchants	Get a Hepsiburada merchant (store) by slug or store URL: id, name, alias, url and number of products. Flat 5 points per successful run.	merchant*
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. 1 point per returned record.	merchant*, max_items, start_page, price_min, price_max, sort, rating_min, brand, color, product_type, fast_delivery, discounted_only, with_photo_reviews, authorized_seller, recently_reviewed, advantageous_price
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. Flat 5 points per successful run.	product*
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. 1 point per returned record.	product*, max_items, start_page, sort
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. 1 point per returned record.	keyword*, max_items, start_page, sort, rating_min, brand, color, merchant, product_type, price_min, price_max, fast_delivery, discounted_only, with_photo_reviews, authorized_seller, recently_reviewed, advantageous_price
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. Flat 5 points per successful run.	product*
run_kleinanzeigen_categories	Full Kleinanzeigen category tree: id, name, alias, URL and parent id for every department and subcategory. Flat 5 points per successful run.
run_kleinanzeigen_listings	Get one Kleinanzeigen ad by id or URL: price, description, location, attributes, images and seller. Flat 5 points per successful run.	ad*
run_kleinanzeigen_listings_search	Search live Kleinanzeigen ads by keyword with category, price, condition, seller type, shipping and sort filters. 1 point per returned record.	keyword*, max_items, start_page, sort, condition, offer_type, seller_type, shipping, carrier, min_price, max_price, category_id, buy_now
run_kleinanzeigen_listings_similar	Related ads Kleinanzeigen shows on an ad's page, by ad id or URL. 1 point per returned record.	ad*, max_items, start_page
run_kleinanzeigen_sellers	Get one Kleinanzeigen seller by user id or profile URL: type, active since, followers and badges. Flat 5 points per successful run.	seller*
run_kleinanzeigen_sellers_listings	A seller's active Kleinanzeigen ads by user id or profile URL. 1 point per returned record.	seller*, max_items, start_page
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. 5 point per returned record.	category, include_filters
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. Flat 5 points per successful run.	listing*
run_leboncoin_listings_similar	Get the 'annonces similaires' recommended for a leboncoin ad (by ID or URL): title, price, attributes, images, location and seller. 1 point per returned record.	listing*, max_items, start_page
run_leboncoin_locations_search	Resolve a French place name or postcode into leboncoin location objects: label, city, zipcode, department/region id and coordinates. 1 point per returned record.	keyword*, max_items, start_page
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. Flat 5 points per successful run.	seller*
run_leboncoin_sellers_reviews	Get the curated customer reviews leboncoin shows for a professional store (author, rating, text, date, source: Google Maps / Opinion System). 1 point per returned record.	seller*, max_items, start_page
run_leboncoin_sellers_search	Browse leboncoin's professional-stores directory by activity sector: id, name, activity sector, city, department and region. 1 point per returned record.	sector, category, max_items, start_page
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. Flat 5 points per successful run.	item*
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. 1 point per returned record.	keyword*, max_items, start_page, sort, order, status, category_id, price_min, price_max
run_newegg_categories_products	Products in a Newegg category by category id or category page URL: price, rating, seller and stock, with sort. 1 point per returned record.	category*, max_items, start_page, sort
run_newegg_products	Get one Newegg product by item number or URL: price, rating, specifications, images, offers price range and seller. Flat 5 points per successful run.	product*
run_newegg_products_offers	Every marketplace buying option for a Newegg product: seller, price, shipping, condition and ships-from. 1 point per returned record.	product*, max_items
run_newegg_products_reviews	Owner reviews for a Newegg product: rating, title, text, pros, cons, author, date and helpful votes. 1 point per returned record.	product*, max_items, start_page
run_newegg_products_search	Search Newegg products by keyword with sort: price, rating, seller and stock. 1 point per returned record.	keyword*, max_items, start_page, sort
run_newegg_sellers	Get one Newegg marketplace seller store by store key or URL: rating, followers, badges, legal name and location. Flat 5 points per successful run.	seller*
run_newegg_sellers_products	A Newegg marketplace seller's products by store key or store URL. 1 point per returned record.	seller*, max_items, start_page
run_olx_categories	Full category tree of an OLX marketplace: id, name, alias, parent id, depth, child ids, URL and live offer count. 5 point per returned record.	domain, max_items, parent_id, level
run_olx_categories_filters	Category-specific search filters of an OLX category (keys, types, allowed values and ranges) to use in offers search. 5 point per returned record.	domain, category_id*, max_items
run_olx_offers	Get one OLX ad by id or URL: price, description, location with coordinates, photos, attributes and seller. 5 point per returned record.	domain, offer*
run_olx_offers_search	Search live OLX ads by keyword with category, price, condition, seller type, location, delivery and sort. 1 point per returned record.	domain, keyword, max_items, start_page, sort, condition, owner_type, category_id, min_price, max_price, region_id, city_id, district_id, distance, user_id, has_delivery
run_olx_regions	OLX geography: top-level regions or the cities of one region, with ids and coordinates for offers search. 5 point per returned record.	domain, region_id, max_items
run_olx_users	Get an OLX seller profile by id, uuid or profile URL: account type, registration, last seen, response time and business details. 5 point per returned record.	domain, user*
run_olx_users_offers	A seller's active OLX offers by user id, uuid or profile URL, with category filter and sort. 1 point per returned record.	domain, user*, max_items, start_page, category_id, 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. Flat 5 points per successful run.	item*, domain
run_poshmark_items_comments	Comments on a Poshmark listing (author, text, date), by listing id or URL. 1 point per returned record.	item*, domain, max_items
run_poshmark_items_likes	Users who liked a Poshmark listing (handle, name, avatar), by listing id or URL. 1 point per returned record.	item*, domain, max_items
run_poshmark_items_related	Listings Poshmark shows as related to a listing, by listing id or URL. 1 point per returned record.	item*, domain, max_items
run_poshmark_items_search	Search live Poshmark listings by keyword with department, category, brand, size, color, price, condition, shipping, availability and sort filters. 1 point per returned record.	query, domain, max_items, start_page, sort, availability, department, condition, category, subcategory, brand, size, price_min, price_max, shipping, color
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. Flat 5 points per successful run.	user*, domain
run_poshmark_users_followers	Followers of a Poshmark closet (handle, name, avatar), by username or URL. 1 point per returned record.	user*, domain, max_items, start_page
run_poshmark_users_following	Users a Poshmark closet follows (handle, name, avatar), by username or URL. 1 point per returned record.	user*, domain, max_items, start_page
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. 1 point per returned record.	user*, domain, max_items, start_page, sort, availability, department, condition, category, subcategory, brand, size, price_min, price_max, shipping, color
run_poshmark_users_search	Search Poshmark closets by name or handle (username, name, avatar, home region). 1 point per returned record.	query*, domain, max_items, start_page
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). Flat 5 points per successful run.	genre_id
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. Flat 5 points per successful run.	item*
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. 1 point per returned record.	item*, max_items, start_page
run_rakuten_items_search	Search live Rakuten Ichiba items by keyword with sort, condition, price range and genre filters. 1 point per returned record.	keyword*, max_items, start_page, sort, condition, price_min, price_max, genre_id
run_rakuten_shops	Get one Rakuten Ichiba shop storefront by shop_code or URL: name, description, logo, cover, rating and review count. Flat 5 points per successful run.	shop*
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. 1 point per returned record.	shop*, max_items, start_page
run_shopify_collections	Get one Shopify collection by store domain and handle: title, description, image, product count and timestamps. 5 point per returned record.	store_domain, collection
run_shopify_collections_products	Products of a Shopify collection with options, variants, prices and availability. 1 point per returned record.	store_domain, collection, max_items, start_page
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. 5 point per returned record.	store_domain, product
run_shopify_products_search	List all products of a Shopify store (not a keyword search) with variants, prices and availability. 1 point per returned record.	store_domain*, max_items, start_page
run_target_categories_products	List products of a Target category by browse node id or category URL with a sort order. 1 point per returned record.	category*, max_items, start_page, sort
run_target_products	Get one Target product by TCIN or URL: price, ratings breakdown, images, specifications, features, variants, dimensions and return policy. Flat 5 points per successful run.	product*
run_target_products_questions	Customer questions and their answers for a Target product by TCIN or URL. 1 point per returned record.	product*, max_items, start_page
run_target_products_recommendations	Related products Target shows on a product page: alternatives, guests also viewed, complementary, deals, top performing, new arrivals, similar. 1 point per returned record.	product*, max_items, start_page, type
run_target_products_reviews	Customer reviews of a Target product by TCIN or URL, newest first. 1 point per returned record.	product*, max_items, start_page
run_target_products_search	Search live Target products by keyword with a sort order (relevance, featured, price, rating, bestselling, newest). 1 point per returned record.	keyword*, max_items, start_page, sort
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. 5 point per returned record.	category
run_trendyol_products	Get one Trendyol product by contentId or URL: price, brand, rating, attributes, variants, seller and other sellers. Flat 5 points per successful run.	product*
run_trendyol_products_reviews	Customer reviews for a Trendyol product by contentId or URL: rating, text, author, date, likes, seller and photos. 1 point per returned record.	product*, max_items, start_page
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. Flat 5 points per successful run.	product*
run_trendyol_sellers	Get one Trendyol seller (store) by id or store URL: name, city, score, product count, verified status and shipping/response metrics. Flat 5 points per successful run.	seller*
run_trendyol_sellers_products	A seller's storefront products on Trendyol by seller id or store URL: name, brand, price, rating, image. 1 point per returned record.	seller*, max_items, start_page
run_vinted_products_search	Search live Vinted items by keyword on any Vinted market, with category, brand, size, condition, color, material and price filters. 1 point per returned record.	keyword*, domain, order, max_items, start_page, price_from, price_to, currency, catalog_ids, brand_ids, size_ids, status_ids, color_ids, material_ids
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. Flat 5 points per successful run.	user*, domain
run_vinted_users_feedbacks	Feedback (reviews) a Vinted member has received: text, rating, reviewer, the seller's reply and date. 1 point per returned record.	user*, max_items, start_page, domain
run_vinted_users_items	A Vinted member's current wardrobe: title-level data, prices, brand, size, condition, photos, favourites and reserved/closed/hidden flags. 1 point per returned record.	user*, max_items, start_page, domain
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. Flat 5 points per successful run.	product*
run_wayfair_products_search	Search Wayfair products by keyword. Returns products with title, brand, price, list price, currency, discount, rating, review count and images. 1 point per returned record.	keyword*, max_items, start_page
run_wayfair_sellers	Get a Wayfair brand (seller) by id or brand page URL: name, description, logo image, alias and the brand's collections. Flat 5 points per successful run.	seller*
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). 5 point per returned record.	max_items, start_page, category
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. Flat 5 points per successful run.	item*
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. 1 point per returned record.	keyword*, keyword_exclude, max_items, start_page, sort, condition, price_min, price_max, category, brand_id, region, seller_type, free_shipping, has_image
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. 1 point per returned record.	keyword, keyword_exclude, max_items, start_page, sort, condition, price_min, price_max, buy_now_price_min, buy_now_price_max, category, brand_id, region, seller_type, listing_type, marketplace, authenticated, free_shipping, has_image, new_arrival, ending_within_hour, konbini_pickup, anonymous_shipping
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. Flat 5 points per successful run.	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. Flat 5 points per successful run.	seller*
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. 1 point per returned record.	seller*, keyword, keyword_exclude, max_items, start_page, sort, condition, price_min, price_max, category, brand_id, region, free_shipping, has_image
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. 1 point per returned record.	seller*, max_items, start_page, role, rating
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. Flat 5 points per successful run.	seller*
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. 1 point per returned record.	category*, max_items, start_page, sort, condition, price_min, price_max, payment, high_rating, vendor_id
run_yandexmarket_products	Get one Yandex Market product by id or URL: title, brand, price, rating, category breadcrumbs, seller and spec table. Flat 5 points per successful run.	product*
run_yandexmarket_products_search	Search Yandex Market products by keyword with sort, price, condition, payment, rating, brand and seller filters. 1 point per returned record.	text*, max_items, start_page, sort, condition, price_min, price_max, payment, high_rating, vendor_id, business_id
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. 1 point per returned record.	brand*, max_items, start_page
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. Flat 5 points per successful run.	product*
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. 1 point per returned record.	product*, max_items, start_page
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. 1 point per returned record.	keyword*, max_items, start_page, brand, sort, size, color, min_price, max_price

Product reviews (15)

Tool	Description	Parameters
run_capterra_products_search	Search Capterra software products by keyword: name, rating, review count, and image. 1 point per returned record.	query*, max_items
run_capterra_product	Get full Capterra product details by id or URL: vendor, pricing, ratings, and features. Flat 5 points per successful run.	product*
run_capterra_products_reviews	Get user reviews for a Capterra product by id or URL: rating, pros/cons, and author. 1 point per returned record.	product*, max_items
run_capterra_categories	List Capterra software categories: name, alias, and canonical URL. Flat 5 points per successful run.
run_capterra_category_products	List Capterra products within a software category, ranked as Capterra ranks them. 1 point per returned record.	category*, max_items
run_gartner_products_search	Search Gartner Peer Insights products by keyword: name, vendor, and review count. 1 point per returned record.	query*, max_items
run_gartner_product	Get full Gartner Peer Insights product details by alias or URL: vendor, ratings, and company profile. Flat 5 points per successful run.	product*
run_gartner_vendor	Get a Gartner Peer Insights vendor profile by alias or URL: markets, products, and ratings. Flat 5 points per successful run.	vendor*
run_gartner_categories	Get the full Gartner Peer Insights category and market taxonomy. Flat 5 points per successful run.
run_gartner_market	Get a Gartner Peer Insights market profile by alias or URL: features, research, and lessons learned. Flat 5 points per successful run.	market*
run_gartner_market_products	List ranked Gartner Peer Insights products within a market, with ratings and vendors. 1 point per returned record.	market*, max_items
run_gartner_markets_search	Search Gartner Peer Insights markets (software categories) by keyword. 1 point per returned record.	query*, max_items
run_trustpilot_search	Search Trustpilot businesses by keyword: name, domain, rating, and review count. 1 point per returned record.	query*, max_items
run_trustpilot	Get full Trustpilot business profile by domain or URL: rating breakdown, claim status, and reply behavior. Flat 5 points per successful run.	business*
run_trustpilot_reviews	Get customer reviews for a Trustpilot business by domain or URL: rating, text, and author. 1 point per returned record.	business*, max_items

Company Registries (93)

Tool	Description	Parameters
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. Flat 10 points per successful run.	company*
run_au_companies_search	Search the Australia company registry (ASIC / ABN) by company name: name, registration number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 5 points per successful run.	company*
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. Flat 5 points per successful run.	company*
run_dk_companies_search	Search the Denmark company registry (CVR) by company name: name, registration number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 5 points per successful run.	company*
run_ee_companies_search	Search the Estonia company registry (e-Business Register) by company name: name, registration number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 30 points per successful run.	company*
run_fr_companies_search	Search the France company registry (RNE / INPI) by company name: name, registration number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 5 points per successful run.	company*
run_nz_companies_search	Search the New Zealand company registry (Companies Register) by company name: name, registration number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 30 points per successful run.	company*
run_uk_companies_search	Search the United Kingdom company registry (Companies House) by company name: name, registration number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. 10 point per returned record.	company*
run_be_companies_search	Search the Belgium company registry (KBO/BCE) by company name: name, enterprise number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
run_br_companies_search	Search the Brazil company registry (CNPJ / Receita Federal data) by company name: name, CNPJ, status and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
run_no_companies_search	Search the Norway company registry (Brønnøysundregistrene, Enhetsregisteret) by company name: name, organisation number, postal code and place, and link. 1 point per returned record.	keyword*, max_items, start_page
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. Flat 5 points per successful run.	company*
run_co_companies_search	Search the Colombia company registry (RUES, Registro Mercantil) by name: name, NIT, status, chamber of commerce, category and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
run_cz_companies_search	Search the Czech Republic commercial register (Justice.cz) by company name: name, registration number (IČO), status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 5 points per successful run.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 5 points per successful run.	company*
run_pl_companies_search	Search the Poland company registry (KRS) by company name: name, KRS number, city, register and flags. 1 point per returned record.	keyword*, max_items, start_page
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. 10 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page
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. Flat 5 points per successful run.	company*
run_at_companies_search	Search the Austria company registry (Firmenbuch) by company name or FN: name, registration number, status, seat and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. Flat 5 points per successful run.	company*
run_fi_companies_search	Search the Finland company registry (PRH / YTJ) by company name: name, Business ID, status, municipality and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. 15 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page
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. Flat 5 points per successful run.	company*
run_nl_companies_search	Search the Netherlands company registry (KVK Handelsregister) by company name: name, registration number, status, address and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. 15 point per returned record.	company*
run_bg_companies_search	Search the Bulgaria company registry (Commercial Register) by company name or UIC: name, UIC (ЕИК), legal form and card link. 1 point per returned record.	keyword*, max_items, start_page
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. 10 point per returned record.	company*
run_cy_companies_search	Search the Cyprus company registry (Registrar of Companies, DRCOR) by name: name, registration number, type, status and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
run_hr_companies_search	Search the Croatia company registry (Sudski registar) by company name: name, MBS, OIB, status, address, court and link. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. 10 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. 15 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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). 1 point per returned record.	company*, max_items, start_page
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. 1 point per returned record.	company*, list, max_items, start_page
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. 1 point per returned record.	company*, max_items, start_page
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. 1 point per returned record.	company*, list, max_items, start_page
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. 1 point per returned record.	company*, max_items, start_page
run_lu_company_filings	List the RESA publications of one Luxembourg company (LBR / RCS), newest first: publication number, date, type, details and consult mode. 1 point per returned record.	company*, max_items, start_page
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. 1 point per returned record.	company*, max_items, start_page
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. 1 point per returned record.	company*, max_items, start_page
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. 1 point per returned record.	company*, max_items, start_page
run_dk_company_filings	Annual reports, announcements and registrations of one Danish company (CVR): date, type, description and document links. 1 point per returned record.	company*, max_items, start_page
run_ee_company_documents	Annual reports and documents of one Estonian company (e-Business Register): date, type, title and download links. 1 point per returned record.	company*, max_items, start_page
run_nz_company_documents	Documents filed by one New Zealand company (Companies Register): date, type and file links. 1 point per returned record.	company*, max_items, start_page
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). 15 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page
run_uk_company_filings	Filing history of one UK company (Companies House): date, type, description and document link. 1 point per returned record.	company*, max_items, start_page
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. 10 point per returned record.	company*
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. 2 point per returned record.	keyword*, max_items, start_page, status
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. 15 point per returned record.	company*
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. 2 point per returned record.	keyword*, max_items, start_page
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. 2 point per returned record.	company*, max_items, start_page
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. 1 point per returned record.	company*, max_items, start_page
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
run_ca_company_filings	Certificates and filings of one federal corporation in the Corporations Canada registry: date, type and amendment details. 1 point per returned record.	company*, max_items, start_page
run_ec_companies	Get one company from the Ecuador registry (Superintendencia de Compañías) by expediente number or RUC: expediente, RUC and registered name. 5 point per returned record.	company*
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). 1 point per returned record.	keyword*, max_items
run_ge_companies	Get one company from the Georgia registry (NAPR) by identification code: name, status and legal form. 5 point per returned record.	company*
run_ge_companies_search	Search the Georgia company registry (NAPR) by company name or identification code: name, registration number, status and legal form. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status, reg_status, category, country
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. 5 point per returned record.	company*
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. 1 point per returned record.	keyword*, max_items, start_page, status, reg_status, 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. 1 point per returned record.	company*, max_items, start_page
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. 1 point per returned record.	company*, max_items, start_page
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. 1 point per returned record.	company*, max_items, start_page

Startup & Funding Data (93)

Tool	Description	Parameters
run_betalist_startups	Get one startup from BetaList by slug or URL: name, tagline, description, makers, topics, launch date, screenshots and similar startups. Flat 5 points per successful run.	startup*
run_betalist_startups_latest	The newest startups on BetaList, newest first: name, tagline, logo and link. 1 point per returned record.	max_items, start_page
run_betalist_startups_search	Search BetaList startups by keyword: name, tagline, logo and link. 1 point per returned record.	keyword*, max_items, start_page
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. 1 point per returned record.	topic*, max_items, start_page
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. Flat 5 points per successful run.	company*
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. 1 point per returned record.	keyword, tier, sector, country, sort, max_items, start_page
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. Flat 5 points per successful run.	investor*
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. 1 point per returned record.	keyword, type, country, max_items, start_page
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. Flat 5 points per successful run.	company*
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. 1 point per returned record.	country, keyword, max_items, start_page
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. Flat 5 points per successful run.	investor*
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. 1 point per returned record.	keyword, type, country, max_items, start_page
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. Flat 5 points per successful run.	group
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. Flat 5 points per successful run.	tool*
run_futurepedia_tools_alternatives	Alternatives to one Futurepedia AI tool (slug or URL): name, description, pricing, rating, categories and link. 1 point per returned record.	tool*, max_items
run_futurepedia_tools_reviews	User reviews of one Futurepedia AI tool (slug or URL): rating, review text and reviewer name. 1 point per returned record.	tool*, max_items
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. 1 point per returned record.	category*, max_items, start_page, sort, pricing, feature, verified_only
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. Flat 5 points per successful run.	campaign*
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. 1 point per returned record.	term, max_items, start_page, sort, creator_id, tags, phases, benefits, player_counts, categories
run_indiehackers_ideas_search	Browse the Indie Hackers Ideas database, optionally by category: company, one-line idea, categories and MRR. 1 point per returned record.	category, max_items, start_page
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. Flat 5 points per successful run.	post*
run_indiehackers_posts_comments	List the comments of one Indie Hackers post (threaded: depth and parent id): text, author, upvotes and date. 1 point per returned record.	post*, max_items, start_page
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. 1 point per returned record.	sort, period, date, max_items
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. Flat 5 points per successful run.	product*
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. 1 point per returned record.	sort, category, business_model, monthly_revenue_min, monthly_revenue_max, max_items
run_indiehackers_users	Get one Indie Hackers member by username or profile URL: name, bio, products with revenue and the latest activity. Flat 5 points per successful run.	user*
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. Flat 5 points per successful run.	project*
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. 1 point per returned record.	term, category, state, sort, raised, staff_picks, location_id, max_items, start_page, goal_min, goal_max, pledged_min, pledged_max, raised_min, raised_max
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. Flat 10 points per successful run.	company*
run_owler_companies_competitors	Competitors of one Owler company (slug or URL): name, link, CEO, revenue, employees, funding, headquarters and sector. 1 point per returned record.	company*, max_items, start_page
run_owler_companies_news	Latest news about one Owler company (slug or URL): title, summary, publisher, date and link. 1 point per returned record.	company*, news_type, max_items
run_owler_companies_search	Search Owler companies by name (the site's own suggestion list): company id, name, logo and profile link. 1 point per returned record.	keyword*, max_items
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. Flat 5 points per successful run.	company*
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. Flat 5 points per successful run.	investor*
run_pitchbook_profiles_search	Search PitchBook public profile previews by keyword: name, type (company / investor / fund), profile id and link. 1 point per returned record.	keyword*, type, max_items, start_page
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. Flat 5 points per successful run.	product*
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. 1 point per returned record.	topic, max_items, start_page
run_producthunt_categories	Products of a Product Hunt category: name, tagline, rating, review count, launches and categories. 1 point per returned record.	category*, max_items, start_page
run_producthunt_categories_list	The Product Hunt categories with their sub-categories: name, slug, parent and description. Flat 5 points per successful run.
run_producthunt_collections	Products of a Product Hunt collection in the curator's order, with the full list paged beyond the first 20. 1 point per returned record.	collection*, max_items, start_page
run_producthunt_collections_search	Browse Product Hunt collections page by page, or search them by keyword. 1 point per returned record.	keyword, max_items, start_page
run_producthunt_forums_search	Browse Product Hunt forum threads page by page, or search them by keyword. 1 point per returned record.	keyword, max_items, start_page
run_producthunt_forums_threads	Top-level comments of a Product Hunt forum thread: text, author, votes, reply count and date, all pages. 1 point per returned record.	thread*, max_items, start_page
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. Flat 5 points per successful run.	launch*
run_producthunt_launches_search	Search Product Hunt launches by keyword: name, date and the product behind each launch. 1 point per returned record.	keyword*, max_items, start_page
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. 1 point per returned record.	period, date*, featured, max_items, start_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. Flat 5 points per successful run.	product*
run_producthunt_products_alternatives	Alternatives of a Product Hunt product with their rating and similarity score, all pages. 1 point per returned record.	product*, max_items, start_page
run_producthunt_products_customers	Customers of a Product Hunt product (products whose makers say they use it) with the shoutout note. 1 point per returned record.	product*, max_items, start_page
run_producthunt_products_launches	Launches of a Product Hunt product: votes, comments, ranks and dates, all pages. 1 point per returned record.	product*, max_items, start_page
run_producthunt_products_reviews	Reviews of a Product Hunt product (all review types): rating, text, reviewer, date and alternatives mentioned, all pages. 1 point per returned record.	product*, max_items, start_page
run_producthunt_products_search	Search Product Hunt products by keyword: name, tagline, rating, review count, logo and link. 1 point per returned record.	keyword*, max_items, start_page
run_producthunt_topics	Products of a Product Hunt topic: name, tagline, rating, review count, launches and categories. 1 point per returned record.	topic*, max_items, start_page
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. Flat 5 points per successful run.	user*
run_producthunt_users_collections	Collections of a Product Hunt user with their size and first products, all pages. 1 point per returned record.	user*, max_items, start_page
run_producthunt_users_comments	Comments of a Product Hunt user, taken from their activity feed (comments filter), all pages. 1 point per returned record.	user*, max_items, start_page
run_producthunt_users_launches	Launches submitted by a Product Hunt user: votes, comments, ranks and dates, all pages. 1 point per returned record.	user*, max_items, start_page
run_producthunt_users_stacks	Products in a Product Hunt user's stack with who recommended them. 1 point per returned record.	user*, max_items
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. 1 point per returned record.	user*, max_items, start_page
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. Flat 5 points per successful run.	business*
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. Flat 5 points per successful run.	campaign*
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. 1 point per returned record.	search, max_items, sort, trending_in, include_prereg, types, tax_eligibilities, sectors, business_types, tags
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. Flat 5 points per successful run.	company*
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. 1 point per returned record.	country, from, to, max_items, start_page
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. Flat 5 points per successful run.	investor*
run_techeu_investors_search	Search the Tech.eu investor directory by name: type, number of deals and companies, top sector and active years. 1 point per returned record.	keyword, type, sort, max_items, start_page
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. 1 point per returned record.	country, stage, sector, minAmount, from, to, max_items, start_page
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. Flat 5 points per successful run.	company*
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. Flat 5 points per successful run.	area
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. Flat 5 points per successful run.	task*
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. Flat 5 points per successful run.	tool*
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. 1 point per returned record.	tool*, max_items
run_theresanaiforthat_tools_reviews	Reviews and comments of one There's An AI For That tool: text, star rating, date, release, votes and author. 1 point per returned record.	tool*, max_items
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. 1 point per returned record.	keyword*, sort, tool_type, max_items, start_page
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. Flat 5 points per successful run.	company*
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. Flat 5 points per successful run.	company*
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. 1 point per returned record.	explore*, max_items
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. Flat 5 points per successful run.	geography*
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. Flat 5 points per successful run.	investor*
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. Flat 5 points per successful run.	entity*
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. 1 point per returned record.	query*, country, max_items
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. Flat 5 points per successful run.	person*
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. Flat 5 points per successful run.	sector*
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. 1 point per returned record.	country*, max_items, start_page
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. Flat 5 points per successful run.	company*
run_wefunder_companies_search	Browse WeFunder campaigns by status, instrument and industry / highlight tags: name, tagline, raise progress, investors, valuation terms, founder and link. 1 point per returned record.	status, security, industries, highlights, sort, max_items, start_page
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. Flat 5 points per successful run.	company*
run_wellfound_jobs_search	Search Wellfound jobs by role and location: job title, pay, locations, description and the hiring company (size, stage, tags). 1 point per returned record.	role, location, max_items, start_page
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. Flat 5 points per successful run.	company*
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. 1 point per returned record.	query, batches, industries, regions, team_size_min, team_size_max, sort_by, is_hiring, top_company, nonprofit, max_items, start_page
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. 1 point per returned record.	query, batches, titles, industries, top_company, max_items, start_page
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. Flat 5 points per successful run.
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. Flat 5 points per successful run.	keyword, type

Keeping tools in sync with the docs

When NeuralVerge adds or changes endpoints, regenerate the tools and rebuild:

npm run generate   # fetches https://docs.neuralverge.ai/openapi.json -> src/endpoints.generated.ts + README tool list
npm run build

Pricing

NeuralVerge uses simple, points-based pricing — one pool of points covers search, extraction, and every data source. See neuralverge.ai/pricing for the current numbers.

Plans

Plan	Price	Points / month
Base	$50/mo	50,000
Core (Popular)	$100/mo	100,000
Pro	$250/mo	250,000
Ultima	$500/mo	500,000
Enterprise	$1,000/mo	1,000,000

Action costs

Action	Cost
run_search (Search)	5 pts
run_extract (AI Extract)	5 pts
Data Source tools	priced per endpoint — see each endpoint's page at docs.neuralverge.ai
run_linkedin_people_search	100 pts per 25 results
run_linkedin_company_employee	30 pts/run + 5 pts/profile
run_phone_enrichment_us	100 pts

Plans can be changed anytime; the new points allowance applies on the next billing cycle. Points reset every cycle.

Requirements

• Node.js >= 18
• A NeuralVerge API key (Bearer token) — see Getting an API key above and docs.neuralverge.ai/authentication

Installation

npm install
npm run build

This compiles TypeScript sources in src/ to dist/.

Configuration

The server reads its configuration from the environment:

Variable	Required	Description
NEURALVERGE_API_KEY	Yes	Your NeuralVerge API bearer token (see Getting an API key).
NEURALVERGE_BASE_URL	No	Override the NeuralVerge API base URL. Defaults to https://api.neuralverge.ai.
MCP_TRANSPORT	No	stdio (default) or http. See Transports & client compatibility below.
MCP_HTTP_PORT	No	Port for http transport. Defaults to 8787.
MCP_HTTP_PATH	No	HTTP path for the MCP endpoint. Defaults to /mcp.
MCP_HTTP_AUTH_TOKEN	No	If set, http transport requires Authorization: Bearer <token> on every request. Strongly recommended if the server is reachable over the internet.

Copy .env.example to .env for local reference, but note the server itself reads process environment variables — most MCP clients pass these via their own config, not via a .env file.

Transports & client compatibility

This server implements both MCP transports, selected via MCP_TRANSPORT, because different clients require different ones:

Client	Transport it needs	Works with this server?
Claude Desktop, Claude Code	stdio (spawns a local process)	✅ MCP_TRANSPORT unset/stdio (default)
Cursor	stdio (spawns a local process, same mcpServers config shape)	✅ MCP_TRANSPORT unset/stdio (default)
ChatGPT (Developer Mode / custom connectors)	Remote Streamable HTTP or SSE over HTTPS — cannot spawn local stdio commands	✅ MCP_TRANSPORT=http, deployed somewhere reachable (or tunneled)
Any other MCP client	stdio or Streamable HTTP	✅ pick whichever transport it speaks

stdio (Claude Desktop, Claude Code, Cursor)

These clients spawn the server as a local subprocess and talk JSON-RPC over its stdin/stdout — no networking involved. Add this to your client's MCP config (claude_desktop_config.json for Claude Desktop, .cursor/mcp.json for Cursor — the shape is identical):

{
  "mcpServers": {
    "neuralverge": {
      "command": "node",
      "args": ["/absolute/path/to/MCP/dist/index.js"],
      "env": {
        "NEURALVERGE_API_KEY": "your_api_key_here"
      }
    }
  }
}

Streamable HTTP (ChatGPT / remote clients)

ChatGPT's MCP connectors only accept remote servers over Streamable HTTP or SSE — they cannot launch a local node/npx process the way Claude Desktop and Cursor do. To use this server from ChatGPT, run it in HTTP mode and make it reachable over HTTPS:

MCP_TRANSPORT=http MCP_HTTP_PORT=8787 MCP_HTTP_AUTH_TOKEN=some_shared_secret \
NEURALVERGE_API_KEY=your_api_key_here node dist/index.js

This starts a stateless Streamable HTTP server (fresh MCP session per request, no server-side session storage) at http://localhost:8787/mcp, plus a GET /health check. To reach it from ChatGPT you need a public HTTPS URL — either:

• deploy it to any Node host (Fly.io, Render, a VPS, a container platform, etc.), or
• tunnel your local instance for testing (e.g. ngrok http 8787 or a Cloudflare Tunnel).

Then in ChatGPT: enable Developer Mode (Settings → Connectors → Advanced), add a connector pointing at https://your-host/mcp, and set the Authorization: Bearer <MCP_HTTP_AUTH_TOKEN> header if you set one.

Security note: NEURALVERGE_API_KEY lives on the server and is shared by everyone who can reach the HTTP endpoint — it is not per-ChatGPT-user. Always set MCP_HTTP_AUTH_TOKEN (or put the server behind your own auth) before exposing it publicly; otherwise anyone with the URL can spend your NeuralVerge points.

Manual testing

You can exercise the server with the official MCP Inspector:

NEURALVERGE_API_KEY=your_api_key_here npm run inspector

The Inspector's "HTTP" connection mode also works against the http transport (point it at http://localhost:8787/mcp), which is a convenient way to sanity-check the ChatGPT-facing path without a real ChatGPT connector.

Error handling

The NeuralVerge API returns these status codes, which this server surfaces as MCP tool errors with a descriptive message:

Status	Meaning
400	Bad Request — invalid body/parameters. Not retryable without fixing the request.
401	Unauthorized — missing/invalid/expired token. Check NEURALVERGE_API_KEY.
402	Payment Required — plan or usage limits reached (out of points).
404	Not Found — invalid session id or inaccessible resource.
500	Internal Error — upstream/provider issue. Safe to retry.

Project structure

src/
  client.ts                # thin fetch wrapper: auth header, error mapping
  tools.ts                 # registers one MCP tool per endpoint (JSON schema -> zod)
  endpoints.generated.ts   # all 342 endpoints, generated from the OpenAPI spec
  endpoint-types.ts        # types for the generated endpoint list
  index.ts                 # MCP server bootstrap (stdio transport, or Streamable HTTP if MCP_TRANSPORT=http)
scripts/
  generate-endpoints.mjs   # `npm run generate`: OpenAPI spec -> endpoints.generated.ts + README tool list

License

MIT — see LICENSE.