run_search
Run Web Search
Runs a synchronous web search and returns a structured list of ranked results (title, url, snippet) immediately, without polling.
queryrequiredsettings
ai.neuralvergePublished by neuralverge.aiOfficial publisherv1.0.4Updated Nov 5, 2026
Structured, cited, real-world data from 300+ sources and the open web for your AI agents.
NeuralVerge gives an assistant 342 read-only data tools: web search, page extraction, contact enrichment, company registries, marketplaces and startup data.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/ai.neuralverge%2Fneuralverge/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"neuralverge": {
"type": "http",
"url": "https://mcp.neuralverge.ai/mcp"
}
}
}The data layer for agentic AI.
Before you start: sign up at app.neuralverge.ai and activate your trial. The MCP server works only with a NeuralVerge account: you connect with an API key from it, or sign in with OAuth.
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.
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.
Before installing, you need a NeuralVerge account and an API key:
NEURALVERGE_API_KEY in the Configuration step further down.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:
run_search, run_extract and every Data Source endpoint.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.
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 (sign in with OAuth from /mcp; add --header "Authorization: Bearer YOUR_API_KEY" for CI or headless use):
Hosted endpoint, Cursor and other JSON clients (omit headers to sign in with OAuth instead of an API key):
This repository, Claude Code (local stdio):
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.
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:
The earlier endpoint, https://api.neuralverge.ai/functions/v1/mcp-server, still works with an API key but does not support sign-in. Use https://mcp.neuralverge.ai/mcp for new connections.
The hosted server accepts two kinds of credentials, both sent as Authorization: Bearer … and both billed to your organization:
Connector:; the key does not expire, so revoke it there to disconnect a client. Removing the server from the client alone does not revoke it.Authorization: Bearer YOUR_API_KEY — the same key the REST API uses.Listing tools (initialize, tools/list) works without credentials; calling a tool requires them, otherwise the hosted server answers 401 Unauthorized with a WWW-Authenticate header pointing OAuth-capable clients to the sign-in flow. When you run this repository instead, the key is passed to the server process as NEURALVERGE_API_KEY (see Configuration); there is no OAuth flow.
tools/list returns all 342 tools in one response — several hundred kilobytes of JSON. Three things follow from that:
readOnlyHint here), so a client can run several calls in parallel.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.
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.
Authorization: Bearer YOUR_API_KEY. Clients that only speak SSE or stdio can use an MCP proxy such as mcp-remote. Step-by-step setup for every client is on Connect MCP.npx @modelcontextprotocol/inspector, choose the Streamable HTTP transport, connect to https://mcp.neuralverge.ai/mcp, and sign in with OAuth or set the Authorization header to explore and test tools interactively.A tool call without an Authorization header fails the whole request with 401 Unauthorized; a key that is invalid or revoked is reported inside the tool result instead — remove and re-add the server in your client to sign in again. 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.
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.
342 tools, generated by npm run generate from the NeuralVerge OpenAPI spec. Required parameters are marked with *.
When NeuralVerge adds or changes endpoints, regenerate the tools and rebuild:
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
Action costs
Plans can be changed anytime; the new points allowance applies on the next billing cycle. Points reset every cycle.
This compiles TypeScript sources in src/ to dist/.
The server reads its configuration from the environment:
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.
This server implements both MCP transports, selected via MCP_TRANSPORT, because different clients require different ones:
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):
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:
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:
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.
You can exercise the server with the official MCP 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.
The NeuralVerge API returns these status codes, which this server surfaces as MCP tool errors with a descriptive message:
MIT — see LICENSE.
Source: README.md at commit d6d2e8a
Run Web Search
Runs a synchronous web search and returns a structured list of ranked results (title, url, snippet) immediately, without polling.
queryrequiredsettingsRun AI Extract
Loads a webpage by URL and extracts structured data from it according to natural-language instructions and/or a JSON schema. Synchronous — returns the result immediately.
urlrequiredsettingsinstructionsrequiredLinkedIn Profile + Email Lookup
Looks up a LinkedIn profile by its full profile URL and returns contact details, including an email address when available.
usernamerequiredLinkedIn Profile by Name + Domain
Finds a LinkedIn profile matching a company name or domain plus a full name.
full_namerequiredcompany_or_domainrequiredLinkedIn Company Search
Searches LinkedIn companies by a text query with optional filters (size, industry, location).
maxItemslocationsstartPagecompanySizeindustryIdsscraperModesearchQueryrequiredLinkedIn People Search
Searches LinkedIn people using an optional free-text query and a rich set of advanced filters (company, title, seniority, location, experience, industry).
lastNameslocationsstartPagefirstNamesmaxResultsindustryIdspastCompanyscraperModesearchQuerypastJobTitlecurrentCompanyfunctionFilter+5 moreLinkedIn Company Employee Search
Searches LinkedIn employees of one or more given companies, using the same people-style filters as run_linkedin_people_search.
companiesrequiredlocationsstartPagemaxResultsindustryIdsscraperModesearchQuerypastJobTitlefunctionFilterseniorityLevelFiltercurrentJobTitleFiltercompanyHeadcountFilter+2 moreEmail Enrichment
Enriches a known email address with associated profile data (name, phone, company, position, LinkedIn/X profiles) when available.
emailrequiredEmail Validation
Validates an email address and returns deliverability signals (valid/invalid/risky, catch-all detection, provider, confidence).
emailrequiredEmail Finder
Finds a professional email address for a person given their company domain, first name, and last name.
domainrequiredlast_namerequiredfirst_namerequiredPhone Enrichment
Enriches a known phone number with associated profile data (name, email, company, LinkedIn/X profiles, carrier) when available.
phonerequiredUS Phone Enrichment
Validates and enriches a US phone number with carrier, line type, activity score, litigator risk, and owner details.
phonerequiredCrunchbase Company Lookup
Fetches structured company data (website, location, founding year, employees, industries, funding, description) from a Crunchbase company URL.
urlrequiredAlibaba product
Get full Alibaba product details by ID or URL: price tiers, MOQ, attributes, variants, and supplier. Flat 5 points per successful run.
productrequiredAlibaba product search
Search Alibaba products by keyword: price, MOQ, supplier, and certifications. 1 point per returned record.
countkeywordrequiredAliExpress product
Get AliExpress product details by ID: title, price, images, and store. Flat 5 points per successful run.
productrequiredcurrencylanguageAliExpress product reviews
Get buyer reviews for an AliExpress product by ID: rating, text, and buyer details. 1 point per returned record.
filterproductrequiredcurrencylanguagemax_itemstranslateAliExpress product search
Search AliExpress products by keyword: title, price, and image. 1 point per returned record.
sortchoicecountryfilterskeywordrequiredcurrencylanguagemax_itemsmax_pricemin_priceship_fromstart_page+3 moreAmazon product
Get full Amazon product details by ASIN: title, brand, price, images, rating, features, and seller. Flat 5 points per successful run.
asinrequireddomainAmazon product offers
Get all marketplace offers for an Amazon product by ASIN: price, condition, seller, and delivery. Flat 5 points per successful run.
asinrequireddomainAmazon product search
Search Amazon and extract product listings (title, URL, price, rating) across paginated results. 1 point per returned record.
queryrequireddomainmax_itemsstart_pageAmazon seller
Get an Amazon seller profile by seller ID: name, rating, business details, and contact info. Flat 5 points per successful run.
domainsellerrequiredAmazon seller products
List products sold by an Amazon seller's storefront: title, URL, price, rating, and image. 1 point per returned record.
domainsellerrequiredmax_itemsstart_pageArgentina company
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 points per returned record.
companyrequiredArgentina 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.
statuskeywordrequiredmax_itemsstart_pageAustria company
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.
companyrequiredAustria 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.
statuskeywordrequiredmax_itemsstart_pageAustralia company
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.
companyrequiredAustralia companies search
Search the Australia company registry (ASIC / ABN) by company name: name, registration number, status, address and link. 1 point per returned record.
statuskeywordrequiredmax_itemsstart_pageAvito 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. Flat 5 points per successful run.
Takes no parameters.
Avito Item
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.
itemrequiredAvito 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.
sortparamsregionkeywordrequiredcategorydeliverymax_itemsprice_maxprice_minstart_pageseller_typeAvito Seller
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.
sellerrequiredBelgium company
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 points per returned record.
companyrequiredBelgium companies search
Search the Belgium company registry (KBO/BCE) by company name: name, enterprise number, status, address and link. 1 point per returned record.
statuskeywordrequiredmax_itemsstart_pageBetaList startup
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.
startuprequiredBetaList latest startups
The newest startups on BetaList, newest first: name, tagline, logo and link. 1 point per returned record.
max_itemsstart_pageBetaList startups search
Search BetaList startups by keyword: name, tagline, logo and link. 1 point per returned record.
keywordrequiredmax_itemsstart_pageBetaList topic 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.
topicrequiredmax_itemsstart_pageBulgaria company
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 points per returned record.
companyrequiredBulgaria 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.
keywordrequiredmax_itemsstart_pageBulgaria 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.
companyrequiredmax_itemsstart_pageBrazil company
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.
companyrequiredBrazil companies search
Search the Brazil company registry (CNPJ / Receita Federal data) by company name: name, CNPJ, status and link. 1 point per returned record.
statuskeywordrequiredmax_itemsstart_pageCanada company
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 points per returned record.
companyrequiredCanada 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.
statuskeywordrequiredmax_itemsstart_pageCanada company filings
Certificates and filings of one federal corporation in the Corporations Canada registry: date, type and amendment details. 1 point per returned record.
companyrequiredmax_itemsstart_pageCapterra categories
List Capterra software categories: name, alias, and canonical URL. Flat 5 points per successful run.
Takes no parameters.
Capterra category products
List Capterra products within a software category, ranked as Capterra ranks them. 1 point per returned record.
categoryrequiredmax_itemsCapterra product
Get full Capterra product details by id or URL: vendor, pricing, ratings, and features. Flat 5 points per successful run.
productrequiredCapterra product reviews
Get user reviews for a Capterra product by id or URL: rating, pros/cons, and author. 1 point per returned record.
productrequiredmax_itemsCapterra products search
Search Capterra software products by keyword: name, rating, review count, and image. 1 point per returned record.
queryrequiredmax_itemsColombia company
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.
companyrequiredColombia 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.
statuskeywordrequiredmax_itemsstart_pageCompany employees
Find the employees of a company by its LinkedIn URL: name, headline, job title, seniority level and department, location, LinkedIn profile, skills and education. Filter by seniority level, department and country; page through large companies. 2 points per returned record.
pagecountryjob_levelmax_resultsjob_functioncompany_linkedin_urlrequiredCraigslist 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.
countryCraigslist Categories
Every Craigslist posting category with its alias (the category value for searches), description and section. Flat 5 points per successful run.
sectionCraigslist Posting
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.
postingrequiredCraigslist 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.
latlonarearequiredfreesortpaintpostalradiusis_paidkeywordlaundryparking+55 moreCraigslist Seller Postings
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.
sortpostingrequiredcategorymax_itemsstart_pageCyprus company
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 points per returned record.
companyrequiredCyprus 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.
statuskeywordrequiredmax_itemsstart_pageCyprus 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.
listcompanyrequiredmax_itemsstart_pageCzech Republic company
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 points per returned record.
companyrequiredCzech Republic 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.
statuskeywordrequiredmax_itemsstart_pageCzech Republic 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.
companyrequiredmax_itemsstart_pageDealroom company
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.
companyrequiredDealroom 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. The keyword matches company names: pass a name or a short term, up to 48 characters (accented and non-Latin letters count as 2–3), and use tier, sector and country to narrow the search. 1 point per returned record.
sorttiersectorcountrykeywordmax_itemsstart_pageDealroom investor
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.
investorrequiredDealroom 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.
typecountrykeywordmax_itemsstart_pageDenmark company
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.
companyrequiredDenmark companies search
Search the Denmark company registry (CVR) by company name: name, registration number, status, address and link. 1 point per returned record.
statuskeywordrequiredmax_itemsstart_pageDenmark company filings
Annual reports, announcements and registrations of one Danish company (CVR): date, type, description and document links. 1 point per returned record.
companyrequiredmax_itemsstart_pageeBay categories
Get the full eBay browse category tree: every department, category, and subcategory. Flat 5 points per successful run.
Takes no parameters.
eBay item
Get full eBay listing details by item ID: title, price, condition, images, and seller. Flat 5 points per successful run.
itemrequiredeBay item search
Search active eBay listings by keyword: title, price, condition, and seller summary. 1 point per returned record.
sortkeywordrequiredconditionmax_itemsmax_pricemin_pricestart_pagecategory_idbuying_formateBay product
Get eBay catalog product details by ePID: brand, model, rating, price range, and specs. Flat 5 points per successful run.
productrequiredeBay product reviews
Get buyer reviews for an eBay catalog product by ePID: rating, text, and author. 1 point per returned record.
productrequiredmax_itemsstart_pageeBay seller
Get an eBay seller/store profile by username: feedback, ratings, and store details. Flat 5 points per successful run.
sellerrequiredeBay seller feedback
Get feedback reviews received by an eBay seller: rating, reviewer, and related item. 1 point per returned record.
sellerrequiredmax_itemsstart_pageeBay seller items
List active eBay listings for a seller: title, price, condition, and image. 1 point per returned record.
sellerrequiredmax_itemsstart_pageEcuador company
Get one company from the Ecuador registry (Superintendencia de Compañías) by expediente number or RUC: expediente, RUC and registered name. 5 points per returned record.
companyrequiredEcuador 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.
keywordrequiredmax_itemsEstonia company
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.
companyrequiredEstonia 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.
statuskeywordrequiredmax_itemsstart_pageEstonia company documents
Annual reports and documents of one Estonian company (e-Business Register): date, type, title and download links. 1 point per returned record.
companyrequiredmax_itemsstart_pageSpain company
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 points per returned record.
companyrequiredSpain 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 points per returned record.
statuskeywordrequiredmax_itemsstart_pageEU-Startups directory startup
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.
companyrequiredEU-Startups 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.
Takes no parameters.
EU-Startups 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.
countrykeywordmax_itemsstart_pageEU-Startups investor
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.
investorrequiredEU-Startups 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.
typecountrykeywordmax_itemsstart_pageFacebook comments
Comments on public Facebook posts, photos, videos and reels: text, date, author, likes and replies count, with optional replies up to 3 levels deep. 5 points per returned record.
urlrequiredsortmax_itemsnewer_thaninclude_repliesFacebook groups
Posts from public Facebook groups: text, author, time, reactions, comments and shares counts, attachments, top comments and BuySell listing price and location. 10 points per returned record.
urlrequiredsortmax_itemsnewer_thanFacebook page contact scraper
Contact details of Facebook pages by URL, name or ID: email, phone, websites, address, categories, likes, followers, rating and creation date. 15 points per returned record.
urlrequiredlanguageFacebook pages
Facebook page details by URL, name or ID: categories, intro, likes, followers, rating, email, phone, address, websites, services, price range and latest posts. 15 points per returned record.
urlrequiredFacebook posts
Posts of public Facebook pages, or single posts by URL: text, time, likes, comments, shares, reactions by type, video views, media, links and optional video transcript. 5 points per returned record.
urlrequiredmax_itemsnewer_thanolder_thaninclude_video_transcriptFacebook reviews
Reviews (recommendations) of Facebook pages: recommended or not, text, date, author, tags, likes, photos and comments. 5 points per returned record.
urlrequiredmax_itemsnewer_thanFacebook search
Search Facebook by keyword for pages, profiles, posts or reels, optionally within a location: page contacts, followers and rating, or post text and engagement. 10 points per returned record.
queryrequiredlocationmax_itemssearch_typeFinland company
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.
companyrequiredFinland companies search
Search the Finland company registry (PRH / YTJ) by company name: name, Business ID, status, municipality and link. 1 point per returned record.
statuskeywordrequiredmax_itemsstart_pageFlipkart 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.
productrequiredFlipkart 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.
productrequiredmax_itemsstart_pageFlipkart 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.
keywordrequiredmax_itemsstart_pageFlipkart 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.
productrequiredFrance company
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.
companyrequiredFrance companies search
Search the France company registry (RNE / INPI) by company name: name, registration number, status, address and link. 1 point per returned record.
statuskeywordrequiredmax_itemsstart_pageFuturepedia 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.
groupFuturepedia tool
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.
toolrequiredFuturepedia tool alternatives
Alternatives to one Futurepedia AI tool (slug or URL): name, description, pricing, rating, categories and link. 1 point per returned record.
toolrequiredmax_itemsFuturepedia tool reviews
User reviews of one Futurepedia AI tool (slug or URL): rating, review text and reviewer name. 1 point per returned record.
toolrequiredmax_itemsFuturepedia 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.
sortfeaturepricingcategoryrequiredmax_itemsstart_pageverified_onlyGartner categories
Get the full Gartner Peer Insights category and market taxonomy. Flat 5 points per successful run.
Takes no parameters.
Gartner market
Get a Gartner Peer Insights market profile by alias or URL: features, research, and lessons learned. Flat 5 points per successful run.
marketrequiredGartner market products
List ranked Gartner Peer Insights products within a market, with ratings and vendors. 1 point per returned record.
marketrequiredmax_itemsGartner markets search
Search Gartner Peer Insights markets (software categories) by keyword. 1 point per returned record.
queryrequiredmax_itemsGartner product
Get full Gartner Peer Insights product details by alias or URL: vendor, ratings, and company profile. Flat 5 points per successful run.
productrequiredGartner products search
Search Gartner Peer Insights products by keyword: name, vendor, and review count. 1 point per returned record.
queryrequiredmax_itemsGartner vendor
Get a Gartner Peer Insights vendor profile by alias or URL: markets, products, and ratings. Flat 5 points per successful run.
vendorrequiredGeorgia company
Get one company from the Georgia registry (NAPR) by identification code: name, status and legal form. 5 points per returned record.
companyrequiredGeorgia 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.
statuskeywordrequiredmax_itemsstart_pageGLEIF company
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 points per returned record.
companyrequiredGLEIF 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.
statuscountrykeywordrequiredcategorymax_itemsreg_statusstart_pageGoogle Maps search
Search Google Maps places by keyword and area: name, category, address, phone, website, rating, review count, coordinates and opening hours. Each active search filter (categories, name matching, minimum rating, website, skip closed) adds 2 points per place. 5 points per returned record.
citystatecountycountrywebsitelanguagelocationmax_itemscategoriesmin_ratingpostal_codeskip_closed+3 moreHepsiburada Category
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.
categoryrequiredHepsiburada Category 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.
sortbrandcolorcategoryrequiredmerchantmax_itemsprice_maxprice_minrating_minstart_pageproduct_typefast_delivery+5 moreHepsiburada Merchant
Get a Hepsiburada merchant (store) by slug or store URL: id, name, alias, url and number of products. Flat 5 points per successful run.
merchantrequiredHepsiburada Merchant 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.
sortbrandcolormerchantrequiredmax_itemsprice_maxprice_minrating_minstart_pageproduct_typefast_deliverydiscounted_only+4 moreHepsiburada Product
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.
productrequiredHepsiburada Product 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.
sortproductrequiredmax_itemsstart_pageHepsiburada 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.
sortbrandcolorkeywordrequiredmerchantmax_itemsprice_maxprice_minrating_minstart_pageproduct_typefast_delivery+5 moreHepsiburada Product 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.
productrequiredCroatia company
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 points per returned record.
companyrequiredCroatia 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.
statuskeywordrequiredmax_itemsstart_pageCroatia 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.
listcompanyrequiredmax_itemsstart_pageIsrael company
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 points per returned record.
companyrequiredIsrael 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.
statuskeywordrequiredmax_itemsstart_pageIndiegogo campaign
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.
campaignrequiredIndiegogo 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.
sorttagstermphasesbenefitsmax_itemscategoriescreator_idstart_pageplayer_countsIndie Hackers ideas search
Browse the Indie Hackers Ideas database, optionally by category: company, one-line idea, categories and MRR. 1 point per returned record.
categorymax_itemsstart_pageIndie Hackers post
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.
postrequiredIndie Hackers post comments
List the comments of one Indie Hackers post (threaded: depth and parent id): text, author, upvotes and date. 1 point per returned record.
postrequiredmax_itemsstart_pageIndie Hackers 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.
datesortperiodmax_itemsIndie Hackers product
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.
productrequiredIndie Hackers 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.
sortcategorymax_itemsbusiness_modelmonthly_revenue_maxmonthly_revenue_minIndie Hackers user
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.
userrequiredInstagram mentions
Get posts by other accounts that tag an Instagram profile: author, caption, likes, comments and date. 5 points per returned record.
urlrequiredmax_itemsInstagram posts
Get the latest posts of an Instagram profile (or a single post by URL): caption, hashtags, likes, comments, media and date. 5 points per returned record.
urlrequiredmax_itemsnewer_thanInstagram profile
Get Instagram profile details by username: name, bio, links, followers, following, verified and business flags. Flat 5 points per successful run.
usernamerequiredInstagram reels
Get the latest reels of an Instagram profile (or a single reel by URL): caption, plays, likes, comments, duration, audio and video URL. 5 points per returned record.
urlrequiredmax_itemsnewer_thanInstagram search
Find Instagram profiles or places by keyword, with followers, bio, links and latest posts (places: address, coordinates, top posts). 5 points per returned record.
queryrequiredmax_itemssearch_typeKickstarter project
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.
projectrequiredKickstarter 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.
sorttermstateraisedcategorygoal_maxgoal_minmax_itemsraised_maxraised_minstart_pagelocation_id+3 moreKleinanzeigen categories
Full Kleinanzeigen category tree: id, name, alias, URL and parent id for every department and subcategory. Flat 5 points per successful run.
Takes no parameters.
Kleinanzeigen listing
Get one Kleinanzeigen ad by id or URL: price, description, location, attributes, images and seller. Flat 5 points per successful run.
adrequiredKleinanzeigen listings search
Search live Kleinanzeigen ads by keyword with category, price, condition, seller type, shipping and sort filters. 1 point per returned record.
sortbuy_nowcarrierkeywordrequiredshippingconditionmax_itemsmax_pricemin_priceoffer_typestart_pagecategory_id+1 moreKleinanzeigen similar listings
Related ads Kleinanzeigen shows on an ad's page, by ad id or URL. 1 point per returned record.
adrequiredmax_itemsstart_pageKleinanzeigen seller
Get one Kleinanzeigen seller by user id or profile URL: type, active since, followers and badges. Flat 5 points per successful run.
sellerrequiredKleinanzeigen seller listings
A seller's active Kleinanzeigen ads by user id or profile URL. 1 point per returned record.
sellerrequiredmax_itemsstart_pageSouth Korea company
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 points per returned record.
companyrequiredSouth Korea 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.
keywordrequiredmax_itemsstart_pageSouth Korea 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.
companyrequiredmax_itemsstart_pageLeads search
Find leads by person, location, company, industry, tech stack, funding, traffic, hiring and HQ filters, optionally within one company. Returns name, job title, seniority, department, location, LinkedIn profile, skills and company details; paged up to 500,000 pages of 10–100 leads. 2 points per returned record.
abmcmscrmerpcitypagestatedomainskillscountryhas_ciohq_city+59 moreleboncoin 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. Flat 5 points per successful run.
categoryinclude_filtersleboncoin Listing
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.
listingrequiredleboncoin Similar Listings
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.
listingrequiredmax_itemsstart_pageleboncoin 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.
keywordrequiredmax_itemsstart_pageleboncoin Seller
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.
sellerrequiredleboncoin Seller 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.
sellerrequiredmax_itemsstart_pageleboncoin Sellers Search
Browse leboncoin's professional-stores directory by activity sector: id, name, activity sector, city, department and region. 1 point per returned record.
sectorcategorymax_itemsstart_pageLEI Lookup company
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 points per returned record.
companyrequiredLEI 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.
statuscountrykeywordrequiredmax_itemsreg_statusstart_pageLEI Lookup company subsidiaries
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.
companyrequiredmax_itemsstart_pageLuxembourg company
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 points per returned record.
companyrequiredLuxembourg 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.
statuskeywordrequiredmax_itemsstart_pageLuxembourg company publications
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.
companyrequiredmax_itemsstart_pageLatvia company
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.
companyrequiredLatvia 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.
statuskeywordrequiredmax_itemsstart_pageLatvia 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.
companyrequiredmax_itemsstart_pageMercari Item
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.
itemrequiredMercari 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.
sortorderstatuskeywordrequiredmax_itemsprice_maxprice_minstart_pagecategory_idMexico company
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 points per returned record.
companyrequiredMexico 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.
statuskeywordrequiredmax_itemsstart_pageMexico 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.
companyrequiredmax_itemsstart_pageNewegg category 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.
sortcategoryrequiredmax_itemsstart_pageNewegg product
Get one Newegg product by item number or URL: price, rating, specifications, images, offers price range and seller. Flat 5 points per successful run.
productrequiredNewegg product offers
Every marketplace buying option for a Newegg product: seller, price, shipping, condition and ships-from. 1 point per returned record.
productrequiredmax_itemsNewegg product reviews
Owner reviews for a Newegg product: rating, title, text, pros, cons, author, date and helpful votes. 1 point per returned record.
productrequiredmax_itemsstart_pageNewegg products search
Search Newegg products by keyword with sort: price, rating, seller and stock. 1 point per returned record.
sortkeywordrequiredmax_itemsstart_pageNewegg seller
Get one Newegg marketplace seller store by store key or URL: rating, followers, badges, legal name and location. Flat 5 points per successful run.
sellerrequiredNewegg seller products
A Newegg marketplace seller's products by store key or store URL. 1 point per returned record.
sellerrequiredmax_itemsstart_pageNetherlands company
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.
companyrequiredNetherlands companies search
Search the Netherlands company registry (KVK Handelsregister) by company name: name, registration number, status, address and link. 1 point per returned record.
statuskeywordrequiredmax_itemsstart_pageNorway company
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 points per returned record.
companyrequiredNorway 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.
keywordrequiredmax_itemsstart_pageNorway 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.
companyrequiredmax_itemsstart_pageNew Zealand company
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.
companyrequiredNew Zealand 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.
statuskeywordrequiredmax_itemsstart_pageNew Zealand company documents
Documents filed by one New Zealand company (Companies Register): date, type and file links. 1 point per returned record.
companyrequiredmax_itemsstart_page100% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
claude mcp add --transport http neuralverge https://mcp.neuralverge.ai/mcp{ "mcpServers": { "neuralverge": { "url": "https://mcp.neuralverge.ai/mcp", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } }}claude mcp add neuralverge -e NEURALVERGE_API_KEY=YOUR_API_KEY -- node /absolute/path/to/MCP/dist/index.jshttps://mcp.neuralverge.ai/mcpAccept: application/json, text/event-streamcurl -X POST "https://mcp.neuralverge.ai/mcp" \ -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": "[email protected]" } } }'npm run generate # fetches https://docs.neuralverge.ai/openapi.json -> src/endpoints.generated.ts + README tool listnpm run buildnpm installnpm run build{ "mcpServers": { "neuralverge": { "command": "node", "args": ["/absolute/path/to/MCP/dist/index.js"], "env": { "NEURALVERGE_API_KEY": "your_api_key_here" } } }}MCP_TRANSPORT=http MCP_HTTP_PORT=8787 MCP_HTTP_AUTH_TOKEN=some_shared_secret \NEURALVERGE_API_KEY=your_api_key_here node dist/index.jsNEURALVERGE_API_KEY=your_api_key_here npm run inspectorsrc/ 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