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

Generate images, video & speech with Nano Banana, Veo, Omni and Gemini TTS. Pay as you go.

AI-agent image generation: cohesive sets & illustrations. PNG/WebP (optional transparency) or JPEG.

54+ pay-per-use AI & data tools for agents, payable in USDC via x402 on Solana — no API keys, no subscriptions. AI image, video, music and voice generation (cheaper than official APIs), web search, cited research reports, Claude Opus Q&A, crypto prices, page scraping, domain info and more. Pay only for what you call, straight from the agent wallet. Free directory tool lists all live endpoints.

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

55 tools, 7 Resources, Sigma rules, email SPF/DMARC, MITRE, CVE/KEV, risk_score. No key.

LLM chat, text summarization and AI image generation

AI workflow/MCP implementation package planner.

Grant, investor & policy narrative generation for conservation work.

Image, video, music and text generation across 100+ models through one endpoint.

Provides YouCam API for AI image and video editing and generation.

AI video generation via the Vivideo API: auto or manual mode, avatars, voices, brand kits.

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.

Video generation cost estimates across providers, with provenance, freshness, and confidence.

Manage your Mistral platform — models, files, batch jobs, agents and RAG document libraries.

Hosted MCP server for Retro Diffusion. Generate authentic, grid-aligned pixel art — sprites, characters, animations, and tilesets — from Claude, Cursor, VS Code, Windsurf, or any MCP client. 90+ styles, free cost estimation, pay-per-generation with no subscription and credits that never expire.

Machine-readable taxonomy of 100+ AI system failure modes spanning factuality, alignment, planning, code generation, and instruction following.

AI-powered domain & business name generation with real-time availability checks.

AI audio tools for music producers — stem splitting, vocal removal, BPM & key detection, audio-to-MIDI, format conversion, trimming, video-to-audio extraction and AI song generation.

130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.

OCR, transcription, file extraction, and image generation for AI agents via MCP.