Exploring RAG through defined workspaces MCP Connectors

MarkupBase AOAuth

MarkupBase turns AI-generated Markdown and HTML into durable, versioned artifacts that people can review and discuss. Its MCP server lets agents publish new versions, preserve contextual comments, include hosted images, and respond to feedback through secure account-linked identities, creating a clear human review boundary without requiring real-time editing.

Content Management Systems RAG Systems Workplace & Productivity

122

Fast.io A

AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.

Cloud Storage RAG Systems File Systems

193

Bay Run A

Discover, prove, route, and serve small AI specialists with fast RAG and private agent memory.

AI & Machine Learning RAG Systems

31

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

agent-memory A

Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402

RAG Systems Vector Databases

211

agentsearch-mcp A

LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.

Search RAG Systems Browser Automation

31

DREAMHALL A

Human-authored personal context before AI guidance, built through private structured reflection.

Knowledge & Memory Note Taking RAG Systems

11

mcp-server A

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

RAG Systems Documentation Access Search

22115

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

mistral A

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

AI & Machine Learning RAG Systems

152

doc.page PDF Extraction A

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

RAG Systems Documentation Access

72

stagenth · 文档解析 A

Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chunking, page ranges.

RAG Systems File Systems

42

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

FinanceGenius.AI A

India's financial MCP — Indian cards, loans, FDs, MFs; EMI/SIP/tax calcs; NSE/BSE quotes; RAG.

Finance RAG Systems

122

vozclara A

Multilingual YouTube → Knowledge Pack engine. Paste a video URL and get a structured pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Anonymous endpoint plus OAuth-gated tools for library search, RAG Q&A on a single pack, and Anki export.

RAG Systems Text Summarization Education & Learning Tools

12

VenuVidya — Carnatic Flute Study Guide A

Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.

Education & Learning Tools RAG Systems Search

72

knowledge A

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

RAG Systems Search Knowledge & Memory

22

Alpha (Mossland)A

Korean crypto × AI media MCP — channel stance, daily briefs, RAG, canonical store, AI personas.

Cryptocurrency AI & Machine Learning RAG Systems

122

"Exploring RAG through defined workspaces" matching MCP connectors: