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"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP connectors:

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Matching Connector Tools:

  • Federated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading.

  • Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

  • Google Ads MCP by AdPlug — a hosted server connecting Google Ads to Claude, ChatGPT, Cursor and other MCP-compatible AI assistants. Analyse live account and campaign performance, search terms, conversions and keyword data across your whole MCC. Generate reports, research keywords, run raw GAQL, and add negatives, adjust budgets or pause campaigns using natural language. Built for PPC specialists and agencies, with secure OAuth, read-only access by default and previews before changes. No coding o

  • Korean public procurement law: rule-engine rulings, statutes search, live court precedents

  • Your agent needs marketplace data — what a product costs on Amazon and Google Shopping, who the sellers are, what reviewers actually complain about. **What you can ask for** • "What is this ASIN's price history, rating and seller list?" • "Who else sells this product, and at what price?" • "Pull the reviews for this product and group the complaints." • "What comes up on Google Shopping for this query in the UK?" • "Compare these products across both marketplaces." **How to use it** Point any MCP client at https://mcp.aisa.one/seo-merchant/mcp and sign in with OAuth — there is no key to create or paste. 22 tools: Amazon products, ASIN detail and sellers; Google Shopping products, product info, sellers and reviews; live and queued forms, with raw HTML where you need it. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Price the product here, then ask the same agent what the brand's site traffic or ad spend looks like — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo/mcp for all of it at once — rankings, keywords, backlinks, site health and AI-answer visibility across DataForSEO, Semrush and Ahrefs.

  • Search YouTube and read video, channel and transcript data as JSON. No Google Cloud project.

  • Indeed job listings by keyword and location, and full postings, as structured JSON.

  • DuckDuckGo search as JSON. Ranked results, ads in their own array, 37 regions.

  • Find 76,000+ curated healthcare service vendors across 25 categories and all 50 US states.

  • Personal context for every AI: search, read, and write back to your private Markdown library.

  • Federated commerce search across independent WooCommerce merchants. Keyless, read-only MCP server.

  • Your agent needs app-store data — what an app looks like on the App Store and Google Play, what reviewers say, and what ranks for a search in a given country. **What you can ask for** • "What does this app's store listing look like, and how is it rated?" • "Pull recent reviews for this app and group the complaints." • "What apps rank for this search term in Japan?" • "List the top apps in this category on both stores." • "Compare this app's listing on iOS and Android." **How to use it** Point any MCP client at https://mcp.aisa.one/seo-apps/mcp and sign in with OAuth — there is no key to create or paste. 37 tools: Apple App Store and Google Play app info, app lists, category listings, reviews and store search results, in live and queued forms, with categories, languages and locations for each. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Read the store listing here, then ask the same agent what the app's website ranks for — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo/mcp for all of it at once — rankings, keywords, backlinks, site health and AI-answer visibility across DataForSEO, Semrush and Ahrefs.

  • Yelp business search, place details and the full review feed, as structured JSON.

  • Yellow Pages local business search and full business listings, as structured JSON.

  • Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.

  • Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.

  • Booking.com stays by destination and dates, and full property details, as structured JSON.

  • Search and read your recorded meetings: notes, action items, participants, transcripts.

  • Onsite technical GEO visibility tests, score trends, sitemap discovery, and domain monitoring to ensure AI crawlers can access your site.

  • Your brand is now answered about, not just ranked. Your agent needs to know whether ChatGPT, Claude, Gemini and Perplexity name you when someone asks about your category — and what they cite instead. **What you can ask for** • "Ask ChatGPT, Claude, Gemini and Perplexity 'best CRM for startups' and tell me who gets named." • "How often is our brand mentioned across AI answers this month, and is it rising?" • "Which domains get cited most in answers about this topic?" • "Which of our pages do the models quote?" • "How much search volume sits behind the prompts people actually type?" **How to use it** Point any MCP client at https://mcp.aisa.one/seo-ai-visibility/mcp and sign in with OAuth — there is no key to create or paste. 23 tools: live responses from ChatGPT, Claude, Gemini and Perplexity, the raw scraped answer page where you need it, plus brand-mention search, aggregated and cross metrics, top cited domains and top cited pages, and AI keyword volume. **Why this rather than the source** Four engines measured the same way, so the comparison is between models rather than between vendors' methodologies. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Find who the models cite here, then ask the same agent for that domain's backlinks or traffic to see why — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo/mcp for all of it at once — rankings, keywords, backlinks, site health and AI-answer visibility across DataForSEO, Semrush and Ahrefs.