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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

    enached134-ctrl
    A
    license
    A
    quality
    A
    maintenance
    A multi-agent Retrieval-Augmented Generation system exposed as an MCP server. Ask a question and a LangGraph pipeline plans the retrieval, pulls evidence from a pgvector knowledge base, optionally augments it with live web research, drafts a cited answer, and then self-critiques it for grounding — revising until the answer is supported by the sources.
    3
    1
    MIT

  • visual-understanding

    JayceVane
    A
    license
    -
    quality
    B
    maintenance
    MCP server for multimodal understanding and object grounding (bounding boxes) across images, videos, and documents, with support for multiple AI providers (Zhipu GLM-V, OpenAI GPT-4o, Anthropic Claude, or any OpenAI-compatible endpoint).
    MIT

  • agentic-rag-knowledge

    jayanthlocam
    A
    license
    -
    quality
    B
    maintenance
    Agentic RAG Knowledge Assistant is a secure, tenant-isolated MCP server built with FastAPI, PostgreSQL, and pgvector that enables document ingestion, semantic retrieval, and vector search over PDF, DOCX, and text files through authenticated MCP tools.
    MIT

  • agentic-rag-annual-reports

    Rudra7777
    F
    license
    -
    quality
    B
    maintenance
    MCP server for retrieving and analyzing Indian IT-sector annual reports (TCS, Infosys, Wipro, HCLTech, Tech Mahindra, LTIMindtree) from FY2020-2024. Enables natural language questions with citations and refusal for out-of-corpus queries.

  • or-pricer

    viperdriver2000
    F
    license
    -
    quality
    B
    maintenance
    MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.

  • 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-platform

    andysalvo
    A
    license
    A
    quality
    C
    maintenance
    Score your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.
    8
    1
    MIT

  • 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