"An easy solution for semantic search in code files" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Google SERP results, keyword volume and ideas, rank tracking, backlinks, site audits. Pay per use.
ChatGPT visibility, SERP, Ads, Maps, Hotels, traffic, backlinks, News, Amazon, jobs, Trends.
YouTube transcripts in bulk: 12/12 in our test, zero failures charged; human vs auto flagged.
Podcast transcripts: publisher's own for $0.01, else Whisper; budget-capped, never overspends.
Live job postings from 14+ ATS career sites (Greenhouse, Lever, Workday, Ashby and more) plus remote jobs, in one JSON format. Runs on Apify (Apify OAuth or API token).
Is your brand mentioned and cited in ChatGPT, Perplexity, Gemini and Google AI answers?
Review classifiers & lead data for Google Maps, Naver and AliExpress as AI agent tools: Google Maps review sentiment classifier and lead qualifier, Korean, Japanese, Spanish and Amazon review classifiers, social comment, job posting and company website classifiers, Naver Shopping rank tracker, Naver Blog & AI Briefing monitors, K-beauty rankings (Olive Young Global, Amore Mall), AliExpress reviews & search. The official Apify MCP server (hosted by Apify) preconfigured with 15 LeoWorks actors. Sign in with Apify OAuth or an Apify token; billed per result on your Apify account.
YouTube transcripts with timestamps, video search ranks, views and top comments. Pay per result.
Search volume, AI volume, CPC, difficulty, intent, SERP features, long-tail and competitor keywords.
PDF/DOCX/XLSX to markdown + RAG chunks, $0.001/page; failed files never charged.
YouTube research for AI assistants: channel and video stats, transcripts and comments, outlier videos that beat their channel's average, viral title formats, keyword ideas, similar thumbnails and channels, YouTube rankings and competitor tracking.
Amazon and eBay search results, product details, prices, variants and customer reviews.
Reddit posts, comments, search, users & subreddits as JSON via Apify. No Reddit API key. $2/1k
Jobs, ads, SEO, keywords, YouTube and AliExpress data for AI agents. Runs on Apify.
Search + read the web for $0.002/page; failed URLs free; per-URL errors never fail the call.
Naver Search, Blog, Shopping and Map plus Coupang: Korean products, prices, reviews, places, posts.
X (Twitter) search, profiles and trends, YouTube search, video stats and comments, TikTok comments.
Search U.S. federal contract opportunities (RFPs, bids, awards) from SAM.gov official data.
Open jobs and hiring signals for any company, from its public careers page or job board.
YouTube search, whole channels, video stats, comments and full transcripts with timestamps.
AI Design Blueprint is a doctrine and runtime standard for agentic AI: 10 principles, 16 laws, and Pro/Teams validators your coding agent calls over MCP.
Backend platform for AI agents: one agentstack.execute tool runs batched steps over +700 actions (hosting, storage, auth, payments, CRM, app builder).
Bulk keyword search volume, CPC, competition and difficulty, plus an optional Google Trends summary.
Backend for AI agents: one batched tool over ~668 actions (hosting, storage, auth, payments).
The industry standard reference for safe, observable, and steerable AI agent UX. Browse and search the 10 Blueprint principles, principle clusters, curated implementation examples, and application guides. 13 public tools require no credentials. Tools for learning path, coaching context, and handoffs require a Firebase Bearer token. Validation and usage summary tools require a Pro or Teams membership.
Official MCP: continuous supply-chain risk monitoring and early warning, not a one-off report. Register and create a key at https://supplygraph.ai/zk_chat_os/dashboard/dashboard.html — if you are not signed in you will be redirected to login; new users can register there. After login, open A2A / MCP and click Create Production Key or Create Sandbox Key. Send the header as Bearer <api_key> (one Bearer prefix, then the raw key). Optional for initialize and tools/list; required for tools/call.
30+ marketing data tools for AI agents: keywords, SERP, backlinks, AI visibility, app store & commerce intelligence, Reddit/LinkedIn/Facebook/YouTube research, web search, page extraction, site audit, image & video generation, one-shot marketing apps. Bring your own API key from supamarketers.com — per-tool pricing in Credits.
Shared, verifiable memory for machines and AI. Encode where data lives; decode with any AI.
Local business intel for AI agents: audits, lead scoring, tech stack, prospecting.
