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subimpact-data-mcp

subimpact-data-mcp

Official

@subimpact/data-mcp

Public-data tools for AI agents, in one MCP server. Point it at your own Apify account and your model can search Google (organic results, People Also Ask, knowledge graph and full AI Overviews), run Google AI Mode queries, watch news mentions across Southeast Asian publishers, collect Google Maps places, Google Jobs, Trends, website contacts, page-to-markdown, Ads Transparency data, YouTube, TikTok, Eventbrite, ATS career pages, Substack, Bluesky, Lazada products, JSON-LD entity graphs, SEO audits and Pinterest — all as JSON instead of browser tabs. Every tool wraps one actor from the subimpact Apify Store: the server starts the actor with your APIFY_TOKEN, waits for it, and returns the dataset items. Nothing is scraped locally and no credentials of ours are involved.

Install

You need an Apify API token: console.apify.com → Settings → Integrations. Runs are billed to that Apify account at each actor's Store price (pay per event).

Claude Code

claude mcp add subimpact-data -e APIFY_TOKEN=... -- npx -y @subimpact/data-mcp

Claude Desktop

Add this to claude_desktop_config.json (~/Library/Application Support/Claude/ on macOS, %APPDATA%\Claude\ on Windows):

{
  "mcpServers": {
    "subimpact-data": {
      "command": "npx",
      "args": ["-y", "@subimpact/data-mcp"],
      "env": {
        "APIFY_TOKEN": "apify_api_your_token"
      }
    }
  }
}

Cursor

Add the same block to .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):

{
  "mcpServers": {
    "subimpact-data": {
      "command": "npx",
      "args": ["-y", "@subimpact/data-mcp"],
      "env": {
        "APIFY_TOKEN": "apify_api_your_token"
      }
    }
  }
}

Want a smaller tool list? Add "--tools", "google_search,news_mentions" to args, or set SUBIMPACT_TOOLS=google_search,news_mentions in env. get_run_results is always available.

Related MCP server: honestkit-mcp

Tools

Tool

What it does

Price

google_search

Google search as JSON: full AI Overview answers (lists, citations, sources) plus organic results, People Also Ask, knowledge graph, top stories and local results in one…

Google SERP: $0.003

google_ai_mode

Real Google AI Mode answers (udm=50 tab) rendered in Android Chrome, for any country and language: full answer, structured blocks, resolved source URLs and per-paragraph…

AI Mode search completed: $0.003 + platform usage

news_mentions

Search a curated index of publisher news feeds by keyword and get clean article rows: title, snippet, publisher URL, source, region, topic, language and publish time.…

Article: $0.001 + platform usage

google_maps_places

Extract Google Maps places with phone, website, rating, reviews, opening hours, popular times, images and place ID. Plain HTTP, no browser, $1.00 per 1,000 places.…

Place scraped: $0.001; Review scraped: $0.0005; Actor start: $0.00005; Add-on: Company contacts: $0.001 + platform usage

google_jobs

Scrape Google Jobs listings by query and country: title, company, location, source (LinkedIn, Indeed...), posted date, salary, job type, description and apply links. No…

Job: $0.001 + platform usage

website_contacts

Extract emails, phone numbers and social profile links (Facebook, Instagram, LinkedIn, X, TikTok, YouTube, WhatsApp, Telegram) from any list of websites. Plain HTTP, no…

Page scanned: $0.0008 + platform usage

google_trends

Scrape Google Trends interest-over-time, related queries/topics, and per-region interest for keywords. No API key, no browser, no captcha. Up to 5 keywords compared per…

Keyword trends bundle: $0.0025 + platform usage

web_page_markdown

Web search and fetch tool for AI agents and RAG pipelines. Queries Google Search, scrapes the top N pages over raw HTTP, and returns clean Markdown. $0.001 per page plus…

Page extracted: $0.001 + platform usage

google_ads_transparency

Scrape Google Ads Transparency Center: find advertisers by name or ID and export their ads with format, first and last shown dates, preview and ad links, filtered by…

Ad: $0.0008; Advertiser: $0.0005 + platform usage

youtube

Fast YouTube scraper with no browser and no API key: keyword search with filters, channel videos and Shorts, channel About data, playlists, video details (exact likes,…

Result: $0.001 + platform usage

tiktok_hashtag

High-speed TikTok hashtag scraper. Extract videos, views, likes, comments, shares, audio details, and creator profiles by hashtag at an ultra-competitive price.

Video: $0.001

eventbrite_events

Scrape Eventbrite events with venue and organizer data by default. Search by city, keyword, category, price and dates, or by event URL or organizer. $2.00 per 1,000…

Event: $0.002 + platform usage

company_career_jobs

Get live job postings straight from company career pages — Greenhouse, Lever, Ashby, Workday, SmartRecruiters — normalized into one schema, with new-job monitoring for…

Job scraped: $0.001; Company monitored: $0.02 + platform usage

substack

Substack Intel API — Posts, Archives & Publication Stats

Run started: $0.00005; Post or publication row: $0.001 + platform usage

bluesky

Scrape Bluesky posts, profiles, threads, and follower graphs by keyword, hashtag, or handle. No login required. Fast AT Protocol API, JSON/CSV export, pay only per…

Post scraped: $0.001; Profile scraped: $0.002 + platform usage

lazada_products

Scrape Lazada search results and category pages across 6 SEA markets (MY/SG/TH/ID/PH/VN) with a real browser session via Apify residential proxy. Monitor price drops,…

Product scraped: $0.00099; Product checked: $0.003; Alert created: $0.01 + platform usage

jsonld_entities

Extract deeply nested JSON-LD, validate against Schema.org (979 types, 1,633 properties), and resolve disconnected blocks into one unified knowledge graph with typed…

Actor start: $0.00005; Page processed: $0.0015 + platform usage

seo_page_audit

Port of the SEO Minion extension as an API: full on-page audits per URL (meta tags, headings, images, links, structured data, hreflang) plus Google SERP snippet previews…

page audit: $0.001; SERP preview: $0.001 + platform usage

pinterest

Scrape Pinterest pins from keyword search, boards and profiles. Full-res originals, video variants, board/pinner metadata, repin counts. Pure HTTP - no browser, no…

Pin scraped: $0.00199; Media downloaded: $0.005 + platform usage

rss_feed_reader

Read RSS, RDF, Atom and JSON Feed URLs and get one clean JSON row per item: title, link, ISO dates, author, summary, categories, image, enclosures. Only-new mode for…

Feed item: $0.0005 + platform usage

telegram_channel

Scrape public Telegram channels via the t.me web preview: one row per post with text, date, views, media, link previews, polls, reactions, hashtags and links, plus…

Post: $0.0003; Channel info: $0.001 + platform usage

google_flights

Search Google Flights and get one row per flight option: fare, airlines, flight numbers, times, airports, stops, layovers, aircraft, legroom and CO2. One-way or round…

Flight search: $0.002 + platform usage

my_grocery_prices

One normalised Malaysian grocery price feed from 99 Bulksales, Jaya Grocer and KPDN PriceCatcher, with pack-size parsing, RM per kg / litre / piece unit prices and…

Product price row: $0.001 + platform usage

Every tool also accepts two optional control parameters:

  • _maxItems (integer, default 50, max 1000) — how many dataset items come back to the model. It truncates the response only; the actor still collects (and charges for) what its input asks for.

  • _maxChargeUsd (number, default 0.5) — per-run spending cap in USD, sent to Apify as the run option maxTotalChargeUsd. The run stops when it reaches the cap, so an accidental large batch cannot cost more than this.

The extra get_run_results tool (runId, _maxItems, offset) fetches the status and items of a run that was still running when its tool call returned. Long jobs return a runId instead of blocking forever; call it later to collect the results.

Cost control

Every call is a real Apify run on your account, priced per event by the actor (for example google_search at $0.003 per SERP, news_mentions at $0.001 per article). There is no subscription and this server never charges you: Apify bills your account directly.

  • Start with the default _maxChargeUsd of $0.50; it is passed to Apify and enforced by the platform.

  • Use _maxItems to keep model context (and token spend on the model side) small.

  • Narrow the actor input instead of raising the cap when you need fewer, more targeted results.

  • Each response includes itemCount (total items in the dataset) and returned (items sent to the model), so you can see when a result was truncated.

A single tool call waits up to SUBIMPACT_TIMEOUT_SECS (default 240 seconds). If the run is still going, you get its runId and can collect the results with get_run_results.

Configuration

Variable

Required

Description

APIFY_TOKEN

yes (for calls)

Your Apify API token. tools/list works without it so directories can introspect the server.

SUBIMPACT_TOOLS

no

Comma-separated subset of tool names to expose, e.g. google_search,news_mentions.

SUBIMPACT_TIMEOUT_SECS

no

Per-call wait budget in seconds (default 240).

SUBIMPACT_API_BASE

no

Override the Apify API base URL (default https://api.apify.com/v2); meant for testing against a mock.

CLI flags: --tools a,b,c, --help, --version.

What it is not

  • Not a local scraper. It does not fetch pages or parse HTML itself; it runs Apify actors, which do the scraping on Apify's infrastructure.

  • Not a credential holder of ours. The only token it uses is the APIFY_TOKEN you set. The server ships with no secrets and calls no private backend.

  • Not free. Every tool call is an Apify run billed to your Apify account at the actor's Store price. The _maxChargeUsd cap limits a single run, not your monthly Apify spend.

  • Not an official Apify product, and not affiliated with Google, TikTok, Meta, Lazada or the other platforms whose public data the actors read.

  • Not a guarantee of data. Public sites change; review each actor's Store page for current coverage, pricing and limitations.

Development

npm install
npm run build       # tsc + copy src/tools.json into dist/
npm test            # offline tests: mocked fetch + a stdio round trip
npm run typecheck
npm run gen:readme  # regenerate the tool table above from src/tools.json
node dist/index.js  # run the stdio server

src/tools.json is a verbatim snapshot of public Apify Store actor metadata: tool names, descriptions, pay-per-event pricing and input schemas. The MCP tool definitions, descriptions and this README's tool table are generated from it.

License

MIT © 2026 subimpact network

Available Tools

20 tools
blueskyA

Bluesky Scraper API — Posts, Profiles, Threads & Followers

Scrape Bluesky posts, profiles, threads, and follower graphs by keyword, hashtag, or handle. No login required. Fast AT Protocol API, JSON/CSV export, pay only per result.

Pricing (pay per event, billed to your Apify account): Post scraped: $0.001; Profile scraped: $0.002; platform usage billed to your account.

Runs on Apify as subimpact/bluesky-scraper-api.

Inputs: mode (required), sort, query, handle, +6 more.

company_career_jobsB

Company Career Page Monitor & ATS Jobs API

Get live job postings straight from company career pages — Greenhouse, Lever, Ashby, Workday, SmartRecruiters — normalized into one schema, with new-job monitoring for HR-tech, VCs, and AI agents.

Pricing (pay per event, billed to your Apify account): Job scraped: $0.001; Company monitored: $0.02; platform usage billed to your account.

Runs on Apify as subimpact/ats-jobs-api.

Inputs: companies (required), _maxItems, onlyNewJobs, maxTotalJobs, +5 more.

eventbrite_eventsA

Eventbrite Scraper

Scrape Eventbrite events with venue + organizer data by default. $0.002/event, usage paid by buyer. Search by city/query/category, URL mode, organizer mode, dryRun.

Pricing (pay per event, billed to your Apify account): Event: $0.002; platform usage billed to your account.

Runs on Apify as subimpact/eventbrite-scraper.

Inputs: city, sort, price, query, +19 more.

get_run_resultsA

Fetch the status and dataset items of an Actor run started by one of the data tools, for example a run that was still running when its tool call returned.

Returns the run status, the total dataset item count and the items themselves (offset by offset, capped by _maxItems). Running runs are long-polled for up to 60 seconds; if still running, call again with the same runId.

Apify run results are billed to your Apify account like any other run.

Inputs: runId (required), offset, _maxItems, _maxChargeUsd.

google_ai_modeA

Google AI Mode Scraper

Real Google AI Mode answers (udm=50 tab) rendered in Android Chrome, for any country and language: full answer, structured blocks, resolved source URLs and per-paragraph citations. From $0.0018 per answer ($0.003 on Free/Starter). Uncited answers are flagged; failed and empty queries are free.

Pricing (pay per event, billed to your Apify account): AI Mode search completed: $0.003; platform usage billed to your account.

Runs on Apify as subimpact/google-ai-mode-scraper.

Inputs: queries (required), gl, hl, udm50, +9 more.

google_jobsA

Google Jobs Scraper (Cheap, No Browser)

Scrape Google Jobs listings by query and country: title, company, location, source (LinkedIn, Indeed...), posted date, salary, job type, description and apply links. No browser. $1.00 per 1,000 jobs plus Google SERP proxy usage.

Pricing (pay per event, billed to your Apify account): Job: $0.001; platform usage billed to your account.

Runs on Apify as subimpact/google-jobs-scraper.

Inputs: queries, location, maxItems, _maxItems, +5 more.

google_maps_placesA

Google Maps Scraper

Extract Google Maps places: title, address, coords, phone, website, rating, reviews count, opening hours, popular times, images, price level, menu, place ID. Search by keyword + location or place IDs. Plain-HTTP internal API, no browser, fast and cheap. $1.00 per 1,000 places.

Pricing (pay per event, billed to your Apify account): Place scraped: $0.001; Review scraped: $0.0005; Actor start: $0.00005; platform usage billed to your account.

Runs on Apify as subimpact/google-maps-scraper-plainhttp.

Inputs: lat, lng, zoom, language, +9 more.

jsonld_entitiesA

JSON-LD Entity Graph Resolver — Schema.org to Knowledge Graph

Extract deeply nested JSON-LD, validate against Schema.org (979 types, 1,633 properties), and resolve disconnected blocks into one unified knowledge graph with typed edges. No browser, no API keys, no LLM. First 3 pages free.

Pricing (pay per event, billed to your Apify account): Actor start: $0.00005; Page processed: $0.0015; platform usage billed to your account.

Runs on Apify as subimpact/jsonld-entity-graph-resolver.

Inputs: startUrls (required), maxPages, _maxItems, estimateOnly, +6 more.

lazada_productsA

Lazada Scraper + Price Monitor — SEA Search & Price Alerts

Scrape Lazada search results and category pages across 6 SEA markets (MY/SG/TH/ID/PH/VN) with a real browser session via Apify residential proxy. Monitor price drops, stock flips and sold counts with scheduled runs and webhook alerts. $0.005 start + $0.00099/product + $0.003/check + $0.01/alert.

Pricing (pay per event, billed to your Apify account): Product scraped: $0.00099; Product checked: $0.003; Alert created: $0.01; platform usage billed to your account.

Runs on Apify as subimpact/lazada-scraper.

Inputs: mode, sort, country, monitor, +10 more.

news_mentionsA

News Mentions API: Brand & Keyword Monitoring

Search a curated index of publisher news feeds by keyword and get clean article rows: title, snippet, publisher URL, source, region, topic, language and publish time. Built for brand/PR monitoring, competitor tracking and market news in Malaysia, Southeast Asia and worldwide. Pay only per article.

Pricing (pay per event, billed to your Apify account): Article: $0.001; platform usage billed to your account.

Runs on Apify as subimpact/news-mentions-api.

Inputs: keywords (required), dateTo, topics, domains, +12 more.

pinterestA

Pinterest Scraper — Search, Boards & Profiles

Scrape Pinterest pins from keyword search, boards and profiles. Full-res originals, video variants, board/pinner metadata, repin counts. Pure HTTP - no browser, no login, no API key, no proxy.

Pricing (pay per event, billed to your Apify account): Pin scraped: $0.00199; Media downloaded: $0.005; platform usage billed to your account.

Runs on Apify as subimpact/pinterest-scraper.

Inputs: mode (required), queries, boardIds, _maxItems, +10 more.

seo_page_auditA

SEO Helper (on-page audit + SERP preview)

Port of the SEO Minion extension as an API: full on-page audits per URL (meta tags, headings, images, links, structured data, hreflang) plus Google SERP snippet previews with truncation flags. No API keys needed.

Pricing (pay per event, billed to your Apify account): page audit: $0.001; SERP preview: $0.001; platform usage billed to your account.

Runs on Apify as subimpact/seo-helper.

Inputs: mode, maxUrls, pageUrls, proxyUrl, +6 more.

substackC

Substack Intel API — Posts, Archives & Publication Stats

Pricing (pay per event, billed to your Apify account): Run started: $0.00005; Post or publication row: $0.001; platform usage billed to your account.

Runs on Apify as subimpact/substack-intel-api.

Inputs: publication (required), mode, maxItems, postSlug, +2 more.

tiktok_hashtagA

TikTok Hashtag Scraper — Fast Video, Creator & Metrics

High-speed TikTok hashtag scraper. Extract videos, views, likes, comments, shares, audio details, and creator profiles by hashtag at an ultra-competitive price.

Pricing (pay per event, billed to your Apify account): Video: $0.001.

Runs on Apify as subimpact/tiktok-hashtag-scraper.

Inputs: hashtags (required), dryRun, _maxItems, _maxChargeUsd, +2 more.

web_page_markdownA

RAG Web Browser Lite — Cheap Markdown for AI Agents

Web search and fetch tool for AI agents and RAG pipelines. Queries Google Search, scrapes the top N pages over raw HTTP, and returns clean Markdown. $0.001 per page plus small platform usage (raw HTTP, no browser).

Pricing (pay per event, billed to your Apify account): Page extracted: $0.001; platform usage billed to your account.

Runs on Apify as subimpact/rag-web-browser-lite.

Inputs: gl, hl, query, _maxItems, +7 more.

website_contactsA

Website Contact & Social Extractor (Emails, Phones, Socials)

Extract emails, phone numbers and social profile links (Facebook, Instagram, LinkedIn, X, TikTok, YouTube, WhatsApp, Telegram) from any list of websites. Plain HTTP, no browser, respects robots.txt. $0.80 per 1,000 pages scanned, no per-lead fee.

Pricing (pay per event, billed to your Apify account): Page scanned: $0.0008; platform usage billed to your account.

Runs on Apify as subimpact/website-contact-extractor.

Inputs: maxItems, _maxItems, startUrls, concurrency, +5 more.

youtubeA

YouTube Scraper: Videos, Shorts, Channels & Comments

Fast YouTube scraper with no browser and no API key: keyword search with filters, channel videos and Shorts, channel About data, playlists, video details (exact likes, date, description) and comments with replies. $1.00 per 1,000 results.

Pricing (pay per event, billed to your Apify account): Result: $0.001; platform usage billed to your account.

Runs on Apify as subimpact/youtube-scraper.

Inputs: country, language, _maxItems, startUrls, +18 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.5/5.0

    Scored across 20 tools

    Disambiguation4/5

    Each tool targets a distinct platform or data source (TikTok, Eventbrite, YouTube, Google Maps, etc.), so most are easy to tell apart. There is some overlap between google_search, google_ai_mode and web_page_markdown (all involve Google search + content), and between google_jobs and company_career_jobs, which could occasionally confuse selection.

    Naming Consistency3/5

    All names are snake_case, which is good, but conventions are mixed: some are bare platform names (substack, pinterest, youtube, bluesky) while others are descriptive action/resource names (google_search, news_mentions, get_run_results). The bare platform names lack an action verb, creating an inconsistent pattern across the set.

    Tool Count4/5

    20 tools is on the heavy side of the 3-15 ideal, but this is a multi-scraper aggregator where each tool serves a genuinely different data source, so most earn their place. The single utility tool (get_run_results) sensibly supports the async scraping workflow.

    Completeness4/5

    The surface covers a broad range of scraping domains (social, jobs, local, SEO, ads, news, web) plus get_run_results for handling long-running runs, giving agents full fetch-to-retrieve workflows. Coverage is wide though not systematic per-domain, so gaps are minor and workable.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

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