"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP connectors:

Connect to the MCP Studio SDK MCP server. This server is connected to two sources: the MCP Studio SDK documentation and the GitHub sample application repos. These resources are great for individuals looking to embed MCP Studio SDK into their web applications, and need an easy way to connect to an MCP server that has access reliable resources for AI-assisted engineering workflows.

Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication required. Streamable HTTP transport.

Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval.

Read-only discovery of Framekeep capabilities, security boundaries, and public resources.

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Extract PDFs to Markdown, RAG chunks and cited tables; publish tracked Doc Links with read stats.

Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.

MCP server exposing Kettle Logic insight articles & industry guidance as tools + resources.

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.

The AWS Knowledge MCP server is a fully managed remote Model Context Protocol server that provides real-time access to official AWS content in an LLM-compatible format. It offers structured access to AWS documentation, code samples, blog posts, What's New announcements, Well-Architected best practices, and regional availability information for AWS APIs and CloudFormation resources. Key capabilities include searching and reading documentation in markdown format, getting content recommendations, listing AWS regions, and checking regional availability for services and features.

Verified doc corpora for agents: grep-first retrieval, hashed pages, Merkle+RFC-3161 receipts

Read-only MCP connector serving the Run It on AI book; index and Implementation Blocks are free.