"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Strips 85-97% of HTML/DOM boilerplate into clean Markdown, skeletons, or BM25-ranked RAG chunks.
Your agent needs to crawl a site and say what is wrong with it — broken tags, duplicate content, pages nothing can index, resources that never load. **What you can ask for** • "Crawl this site and list every page with a duplicate title or missing description." • "Which pages are non-indexable, and why?" • "Run Lighthouse on these URLs and give me the failing audits." • "Show the internal link graph and the orphan pages." • "Give me this page's raw HTML and its microdata." **How to use it** Point any MCP client at https://mcp.aisa.one/seo-onpage/mcp and sign in with OAuth — there is no key to create or paste. 20 tools: submit a crawl and read its summary, pages, resources, links and waterfall; duplicate content and duplicate tags; keyword density; non-indexable and uncrawlable resources; parsed content, raw HTML, microdata, screenshots and Lighthouse. **Why this rather than the source** A crawler you drive from the agent, with the audit results as structured data rather than a PDF. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Find the broken pages here, then ask the same agent what those pages used to rank 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.
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.
Free MCP tools for AI-search visibility: crawler checks, page audits, and llms.txt generation.
x402 clean article text and metadata for AI/RAG. $0.002 per successful article.
Any URL to clean text, markdown, or JSON for LLM/RAG pipelines.
HTML to clean Markdown for LLM and RAG pipelines: headings, lists, tables, links, code fences. Pr...
Web search, agentic search, news, page retrieval, sitemaps, and trending topics through Search1API.
Seven pay-per-event Apify Actors (PDF/CSV/links/sitemap/email/phone/VAT) as MCP tools.
Russian-language web search for agents: hybrid retrieval, product prices, full page text
Web pages and PDFs to clean, LLM-ready Markdown with token counts, small crawls and RAG chunks.
Web pages and whole sites to clean Markdown for RAG and AI agents. Crawls links and sitemaps.
B2B and local lead gen: verified emails, site contacts, Maps and Yellow Pages leads.
Conduct comprehensive research projects using a virtual computer equipped with a real browser, coding tools, document creation capabilities, and more. Deep Research by Openhelm enables your agent to tackle work such as: • Market and competitor analysis • Industry and company research • Investment and acquisition due diligence • Technical and scientific investigations • Report generation with sources and evidence What makes OpenHelm the best solution for this: • Research is continuously revie
Hosted MCP catalog with 30 tenant-isolated browser, RAG, AI, mail and media tools.
B2B lead generation from Google Maps: search, dedupe and email-enrich businesses. Needs API key.
Fetch URLs and return clean Markdown for RAG — nav, ads and boilerplate stripped.
