MCP servers tagged rag
4.8K live MCP servers tagged "rag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with rag.
Memoark
Local-first personal memory extraction and storage
Cartog
claude code with treesitter, RAG query, MCP server, private storage
Ostk Recall
Local-first cross-corpus retrieval MCP server — model2vec embeddings + LanceDB (Tantivy BM25) + SQLite. One binary; hybrid (dense + BM25) search across markdown, code, and Claude…
Skymem Io
The trusted state layer for persistent AI agents. Structured cognition, audit-grade observability, MCP-native. Self-hostable. ELv2.
Spring AI Engineering
A practical repository focused on mastering Spring AI concepts through hands-on implementations including RAG pipelines, vector search, AI agents, tool calling, memory handling, M…
Portable Context MCP Server
Local-first MCP server for personal AI context, with SQLite, sqlite-vec, and Ollama embeddings.
avots
Image, video, audio, face-swap, talking avatars and chat across 300+ AI models, one balance.
rustfs-mcp
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling management of S3-compatible buckets and objects through natural language.
qlik-lineage-mcp
A read-only MCP server that exposes data-file lineage analyses for Qlik Cloud tenants, enabling identification of unused columns and ghost files to reduce storage costs.
Code Reviewer Using Agentic AI Workflow With Crewai And Github MCP Server Tools
Built an AI-driven code reviewer and repository analysis system using CrewAI, GitHub MCP Server, LangChain, and Django. Leveraged multi-agent orchestration to automate repository…
Midnight Manual
MCP server for RAG-powered retrieval of Midnight documentation, examples, and ecosystem knowledge.
EduPilot
A multi-agent AI tutor that delivers personalized lessons, resolves doubts with RAG, generates quizzes, and tracks progress, all accessible via MCP for Claude Desktop.
Asaas
Digital account and billing on Asaas with the full official REST API v3 (api.asaas.com), balance, ch
Bity
Bity crypto bank (Bitybank / Bitypreço), account balance per coin, market data (ticker, order book,
renezander030/agentic-task-system
cli`
SVerITG/Metis
pollination across your work, and 34 routed agents. A governed layer between you and the AI, with guardrails like data protection. A Research Cortex.
io.github.architagrawal/prismsplit
Split bills from your AI: read bills & balances, create equal splits, request settlements.
99Pay MCP
Connect your 99Pay account to AI via Brazil's Open Finance: balances, statements, cards, investments
Ágora MCP
Connect your Ágora account to AI via Brazil's Open Finance: balances, statements, cards, investments
ASA MCP
Apple Search Ads MCP
Atacadão MCP
Connect your Atacadão account to AI via Brazil's Open Finance: balances, statements, cards, investme
Banrisul MCP
Connect your Banrisul account to AI via Brazil's Open Finance: balances, statements, cards, investme
Banco do Brasil MCP
Connect your Banco do Brasil account to AI via Brazil's Open Finance: balances, statements, cards, i
Banco do Nordeste do Brasil MCP
Connect your Banco do Nordeste do Brasil account to AI via Brazil's Open Finance: balances, statemen
Bradescard MCP
Connect your Bradescard account to AI via Brazil's Open Finance: balances, statements, cards, invest
Bradesco MCP
Connect your Bradesco account to AI via Brazil's Open Finance: balances, statements, cards, investme
Banco BRB MCP
Connect your Banco BRB account to AI via Brazil's Open Finance: balances, statements, cards, investm
BV MCP
Connect your BV account to AI via Brazil's Open Finance: balances, statements, cards, investments. R
C6 Bank MCP
Connect your C6 Bank account to AI via Brazil's Open Finance: balances, statements, cards, investmen
Caixa Econômica Federal MCP
Connect your Caixa Econômica Federal account to AI via Brazil's Open Finance: balances, statements,
Caixa Tem MCP
Connect your Caixa Tem account to AI via Brazil's Open Finance: balances, statements, cards, investm
Carrefour MCP
Connect your Carrefour account to AI via Brazil's Open Finance: balances, statements, cards, investm
Clear MCP
MCP server exposing CLEAR humanitarian data (via clear-api) to AI agents
Conta Bemol MCP
Connect your Conta Bemol account to AI via Brazil's Open Finance: balances, statements, cards, inves
Crefisa MCP
Connect your Crefisa account to AI via Brazil's Open Finance: balances, statements, cards, investmen
Banco Digio MCP
Connect your Banco Digio account to AI via Brazil's Open Finance: balances, statements, cards, inves
Dock MCP
Connect your Dock account to AI via Brazil's Open Finance: balances, statements, cards, investments.
EQI MCP
Connect your EQI account to AI via Brazil's Open Finance: balances, statements, cards, investments.
InfinitePay MCP
Connect your InfinitePay account to AI via Brazil's Open Finance: balances, statements, cards, inves
Inter MCP
Connect your Inter account to AI via Brazil's Open Finance: balances, statements, cards, investments
Íon MCP
MCP server for ON network
Itaú MCP
Connect your Itaú account to AI via Brazil's Open Finance: balances, statements, cards, investments.
Banco Master MCP
Connect your Banco Master account to AI via Brazil's Open Finance: balances, statements, cards, inve
Méliuz MCP
Connect your Méliuz account to AI via Brazil's Open Finance: balances, statements, cards, investment
Mercado Pago MCP
Connect your Mercado Pago account to AI via Brazil's Open Finance: balances, statements, cards, inve
Banco Mercantil MCP
Connect your Banco Mercantil account to AI via Brazil's Open Finance: balances, statements, cards, i
Midway MCP
Connect your Midway account to AI via Brazil's Open Finance: balances, statements, cards, investment
Monte Bravo MCP
Connect your Monte Bravo account to AI via Brazil's Open Finance: balances, statements, cards, inves
Necton MCP
Connect your Necton account to AI via Brazil's Open Finance: balances, statements, cards, investment
Neon MCP
Lightweight MCP server to give your Cursor Agent access to the Neon API