Kotlin RAG (Retrieval-Augmented Generation) implementation resources MCP Connectors

Arco Lexicon A

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.

Knowledge & Memory Autonomous Agents Documentation Access

72

ai·rete·rag A

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

RAG Systems AI & Machine Learning Knowledge & Memory

81

AI Readiness Kit A

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

RAG Systems Search Knowledge & Memory

623

changegamer A

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

RAG Systems Knowledge & Memory Agent Orchestration

102

ChangeGamer A

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

Agent Orchestration RAG Systems Knowledge & Memory

102

mcp-kettlelogic A

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

Documentation Access Knowledge & Memory

52

knowledge A

Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG.

RAG Systems Search Knowledge & Memory

22

VaultCrux Platform B

VaultCrux Platform — 60 tools: retrieval, proof, intel, economy, watch, org

RAG Systems Search Knowledge & Memory

762

MyAITwin A

A personal RAG database you build from chat, so AI creates work that sounds like you.

RAG Systems Knowledge & Memory

2

Salesforce AgentForce CKG A

Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.

CRM Knowledge & Memory AI & Machine Learning

1011

NVIDIA NemoClaw CKG A

NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native.

Knowledge & Memory RAG Systems

812

Amber

Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.

Knowledge & Memory RAG Systems Vector Databases

21

VAAS-X Cognitive Memory

Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.

Knowledge & Memory AI & Machine Learning Autonomous Agents

1

Recordo: Task Planner & Notes

Brain dump, routines, task planning, focus, and instant thought retrieval

Note Taking Knowledge & Memory Project Management

2

mcp

Remote MCP server for AIStoryHub: stories, chapters, story bible, Voiceprints, AI generation.

AI & Machine Learning Content Management Systems Knowledge & Memory

1

runitonai-mcp

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

Documentation Access Education & Learning Tools Knowledge & Memory

1

craft

Illumora Craft — evidence-augmented prompt compile for agents via remote MCP (OAuth) or local stdio.

RAG Systems Knowledge & Memory

2

Decision Log

Append-only decisions with provenance, supersession, retrieval, and audited MCP actions.

Databases Knowledge & Memory Legal & Compliance

2

Ragora A

Search your knowledge bases from any AI assistant using hybrid RAG.

RAG Systems Search Knowledge & Memory

2

Pensyve AOAuth

Universal memory runtime for AI agents: episodic, semantic, and procedural memory with hybrid retrieval and spaced-repetition decay.

Knowledge & Memory RAG Systems

2

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