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"Agentic RAG: Understanding or Exploring Its Meaning and Applications" matching MCP servers:

  • agentic-rag

    phense
    A
    license
    -
    quality
    A
    maintenance
    Enables persistent, searchable memory for Claude Code by storing session knowledge in a local PostgreSQL + pgvector database, with hybrid vector and full-text search, automatic session mining, and knowledge graph curation.
    MIT

  • Agentic-RAG

    Sun1206
    F
    license
    -
    quality
    B
    maintenance
    An MCP-based multi-agent retrieval-augmented generation system that enables question answering over academic papers with hybrid search, knowledge graph multi-hop reasoning, and source-cited answers.

  • Agentic RAG MCP Server

    jacsilva
    F
    license
    -
    quality
    D
    maintenance
    An intelligent Retrieval-Augmented Generation (RAG) application that uses the Model Context Protocol (MCP) to automatically decide between searching a private knowledge base or the web.

  • Agentic Memory

    ArkaAiAdmin
    A
    license
    A
    quality
    B
    maintenance
    MCP server for persistent, cross-session, local-first memory for AI agents, storing memories as Markdown files with SQLite indexing for hybrid search.
    24
    Apache 2.0

  • Agentic AQUA

    jan3dev
    A
    license
    A
    quality
    A
    maintenance
    MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through AI assistants, with unified seed support, secure encrypted storage, and both CLI and tool interfaces.
    71
    4
    MIT

  • Agentic Browser

    applejuice093
    A
    license
    -
    quality
    A
    maintenance
    Enables agents to control a real Chromium browser with semantic tools, providing compact observations and outcome-verified actions for web interaction tasks.
    1
    MIT

  • Agentic Vault

    AliProgrammin
    A
    license
    -
    quality
    C
    maintenance
    MCP server that lets AI agents call APIs without ever seeing the credentials, using a local encrypted vault and per-secret allowlist policies for HTTP requests and subprocess environment variables.
    1
    AGPL 3.0

  • agentic-pay

    ShieldCubed
    A
    license
    -
    quality
    B
    maintenance
    Non-custodial payment engine for AI agents supporting BTC, ETH, USDT, USDC, XRP, XMR, and ZEC. Exposes wallet, invoice, and payment tools over MCP with per-agent spend limits, plus x402 pay-per-call support.
    59
    Business Source 1.1

  • agentic-keyvault

    Hitesh-Sisara
    A
    license
    -
    quality
    B
    maintenance
    A self-hostable secrets manager with an MCP server that enables AI agents to securely store, version, and retrieve API keys and tokens, ensuring they are never lost.
    MIT

  • SecureMCP-Agentic

    Nafeeul
    F
    license
    -
    quality
    C
    maintenance
    Provides a set of tools with a security verification layer that assesses risk and requires human approval for high-risk actions, reducing prompt injection and tool-poisoning attacks.

  • rag-mcp

    TyrelCB
    F
    license
    -
    quality
    B
    maintenance
    Hybrid RAG over Claude Code and Hermes session history via MCP tools for search, ingest, and context injection.