"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP connectors:
Matching Connector Tools:
CatchAll is a web search API built for comprehensive event retrieval — not ranked results, but all matching records.
MCP server for GOV.UK — search, content retrieval, organisation lookup, and postcode resolution.
Search and resolve Naturepedia, Robbie's Razor, and GC-MRD-v2.0 canonical resources.
Federated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading.
Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.
Congressional Documents — full-text search and retrieval over the official
Compare LLMs on one prompt and get every answer with its actually-metered cost and latency — not vendor list prices. Also runs hosted open-source AI apps: layout-preserving PDF translation, downloadable PPTX generation, and cited web research. Nine tools over Streamable HTTP. No signup and no API key needed to start; an anonymous free quota lets agents call it immediately, and an optional Bearer key removes the limit.
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Search AI-native jobs, inspect application forms, and fetch free interview-prep resources.
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.
Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.
Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG.
Interact with your Google Bigtable resources using natural language commands.
Search 585+ free cancer support resources across Washington State in 7 languages
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.
The Remote MCP server acts as a standardized bridge between LLM applications (like Claude, ChatGPT, and Cursor) and external services, enabling AI agents to access external tools and resources. Its primary capability is providing a centralized search tool to discover other MCP servers and their respective tools. Unlike local implementations, it runs remotely with OAuth authentication and permission controls for security.
Interact with your Google Cloud Firestore resources using natural language commands.