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"Qdrant vector database and search engine" matching MCP servers:

  • claude-database-tools

    Cyronius
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    quality
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    maintenance
    A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.
    12
    5
    MIT

  • Skills Search MCP

    artur282
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    quality
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    maintenance
    A powerful MCP server that brings the skills.sh ecosystem directly to your AI agents, enabling effortless discovery, installation, and management of skills.
    1
    MIT

  • KC AgentDock MCP

    ohaoz
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    quality
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    maintenance
    Combines KC Chat Panel session interaction with AgentDock computer control tools, enabling Cursor Cloud Agent to chat and operate the local machine via AgentDock.
    MIT

  • Docker MCP

    Isak-Landin
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    quality
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    maintenance
    Enables remote Docker management over SSH via a local MCP server, providing tools to manage containers, images, Compose, and system resources.
    1
    GPL 3.0

  • dts-mcp-server

    zhouning
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    license
    A
    quality
    C
    maintenance
    MCP server for DTS Engine 6.1 that enables agents to create, validate, and run 3D digital-twin tile publishing pipelines from shapefiles, photogrammetry, DEM/DOM, BIM, and point clouds, with tools for pipeline introspection, error resolution, and OSGB publishing.
    8
    MIT

  • terminal-mcp

    mkpvishnu
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    license
    A
    quality
    A
    maintenance
    Give AI agents a persistent, interactive terminal with support for SSH, REPLs, database CLIs, TUI apps, and long-running processes.
    9
    10
    MIT

  • Cuba-Exec

    LeandroPG19
    A
    license
    A
    quality
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    maintenance
    Advanced shell command execution for AI agents — a Model Context Protocol (MCP) server with security policy engine, process lifecycle management, bounded output capture, POSIX signals, and token-efficient responses.
    6
    2
    Creative Commons Attribution Non Commercial 4.0 International

  • DDEV MCP

    codingsasi
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to automate DDEV development environments, including project management, database operations, and executing commands for various CMS frameworks.
    14
    49
    13
    GPL 2.0

  • mcp-7zip-server

    Qiuerjun
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for 7-Zip archive operations (list, extract, create) with dual-engine architecture and sandbox security features. Note: currently a learning project and not yet functional.
    3
    2
    MIT

  • aiops-mcp

    rmednitzer
    A
    license
    A
    quality
    B
    maintenance
    A self-contained, security-first, EU-sovereign unified AI-operations MCP server that fuses a live bitemporal fleet model, a drift engine, and a tiered audited actuator into one control plane.
    5
    Apache 2.0

  • USQL MCP Server

    jvm
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to execute SQL queries against any database supported by the usql CLI tool. Provides seamless database interaction through MCP by forwarding queries directly to usql and returning results in JSON or CSV format.
    5
    11
    3
    MIT

  • Grep MCP Server

    247arjun
    A
    license
    B
    quality
    D
    maintenance
    Provides powerful text search capabilities using the grep command-line utility, allowing users to search files and directories using both natural language descriptions and regex patterns.
    5
    16
    7
    MIT