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

  • ranger-rag-mcp

    WarinChi
    A
    license
    A
    quality
    C
    maintenance
    MCP server that integrates Apache Ranger authorization with RAG, enforcing Ranger policies to control access to knowledge bases before forwarding queries to RAG Studio.
    4
    Apache 2.0

  • GhostMap v2

    Samir12218415
    F
    license
    Not graded
    quality
    B
    maintenance
    Exposes AI-augmented network reconnaissance and evasion capabilities as callable FastMCP tools, enabling natural language orchestration of host discovery, service fingerprinting, CVE mapping, and attack chain synthesis.
    1

  • sswp-mcp

    VrtxOmega
    A
    license
    A
    quality
    D
    maintenance
    SSWP MCP — Deterministic software attestation for AI-augmented development. Witness any repo through a 5-gate pipeline, adversarially probe dependencies, and produce self-verifying .sswp.json attestations. Fleet registry across 131 nodes with tamper-proof audit ledger and FTS5 search. Agent-native — one tool call from Hermes, Claude, or Cline.
    8
    3
    MIT
  • @aauth/praca by aauth-dev

    @aauth/pracaofficial

    aauth-dev
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that brokers discovery and interaction with AAuth resources, providing a fixed set of tools for managing and invoking operations on registered resources.
    8
    211
    MIT

  • Orihime

    srinivasan-sundaresan95
    A
    license
    A
    quality
    C
    maintenance
    Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, and TypeScript. Indexes source code into embedded KuzuDB via tree-sitter and exposes 30+ tools for call-flow tracing, multi-hop taint analysis (OWASP/CWE/PCI/STIG), entry-point reachability filtering, performance hotspot detection, and license compliance — without reading source files. 95% fewer tokens vs source-read
    33
    1
    MIT

  • Xray MCP Server

    clcc2019
    A
    license
    A
    quality
    D
    maintenance
    Enables generation and validation of Xray-core proxy configurations using natural language. Supports VLESS, VMess, Trojan, and Shadowsocks protocols with automatic key generation and multiple transport/security options including REALITY.
    12
    327
    ISC

  • otp-mcp-server

    andreax79
    A
    license
    B
    quality
    D
    maintenance
    The server provides secure OTP (One-Time Password) generation. Supports TOTP (Time-based) and HOTP (HMAC-based) algorithms
    5
    4
    MIT

  • Logto MCP Server

    KDunin
    F
    license
    B
    quality
    A
    maintenance
    Enables managing Logto resources (users, applications, organizations, roles) via MCP clients like Cursor or Claude Desktop.
    26
    1

  • DocSentinel

    arthurpanhku
    A
    license
    B
    quality
    A
    maintenance
    MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.
    2
    85
    MIT

  • mcp-nvd

    marcoeg
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server implementation to query the NIST National Vulnerability Database (NVD) via its API.
    2
    14
    MIT

  • AWS Cognito MCP Server

    gitCarrot
    F
    license
    D
    quality
    D
    maintenance
    A Model Context Protocol server implementation that connects to AWS Cognito for authentication and user management, providing tools for user flows including sign-up, sign-in, and password management.
    13
    2
  • Google Cloud NetApp Volumes MCP Server by NetApp

    Google Cloud NetApp Volumesofficial

    NetApp
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to manage Google Cloud NetApp Volumes resources including storage pools, volumes, snapshots, backups, and more through natural language.
    16
    2
    Apache 2.0
  • @beyondidentity/mcp by gobeyondidentity

    @beyondidentity/mcpofficial

    gobeyondidentity
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to directly manage Beyond Identity resources such as identities, groups, applications, SSO configurations, and credentials via natural language tool calls.
    19
    Apache 2.0
  • affixio by AffixIO

    affixioofficial

    AffixIO
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables zero-knowledge proof generation and verification, identity verification, and gate checks for privileged agent actions.
    Apache 2.0
  • MCPAuth by mcpauth

    MCPAuthofficial

    mcpauth
    A
    license
    Not graded
    quality
    D
    maintenance
    A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) that enables you to secure your MCP applications with a robust implementation you control.
    2,679
    112
    ISC
  • truss-agent-mcp by truss-security

    truss-agent-mcpofficial

    truss-security
    A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that provides Truss threat intelligence capabilities, enabling natural language search, FilterQL filtering, and querying of threat data, along with STIX export and detection rule generation.
    MIT

  • SailPoint IdentityIQ MCP

    N8Maynard91
    A
    license
    Not graded
    quality
    D
    maintenance
    This server enables interaction with SailPoint IdentityIQ through SCIM API endpoints, allowing MCP clients like Claude Desktop to manage identity resources using natural language.
    8
    4
    MIT