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

  • Cinevva Game Engine by cinevva-engine

    Cinevva Game Engineofficial

    cinevva-engine
    A
    license
    -
    quality
    C
    maintenance
    Turn the AI you already use into a game studio. Describe a game and Claude or Cursor builds it as a real 3D browser game: playable immediately, hosted on its own link, shareable with anyone. No engine, no build step, no code knowledge, nothing to export. Your AI ships the whole thing: it pulls free 3D assets, rigs characters, and playtests its own build until the game works. Free to start.
    MIT

  • Database MCP Server

    roilanrodriguez55
    A
    license
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    quality
    D
    maintenance
    An extensible MCP server for database operations that supports PostgreSQL for managing schemas, tables, data, and user permissions. It features automatic migration recording for DDL changes and integrates with various AI-powered editors like Cursor, Zed, and Claude Code.
    22
    2
    MIT

  • MCP Perplexity Search

    spences10
    A
    license
    B
    quality
    F
    maintenance
    Enables integration of Perplexity's AI API with LLMs, delivering advanced chat completion by utilizing specialized prompt templates for tasks like technical documentation, code review, and API documentation.
    1
    41
    8
    MIT

  • database-mcp

    TheRaLabs
    A
    license
    -
    quality
    C
    maintenance
    A server that helps people access and query data in databases using the Query Runner with integration of the Model Context Protocol (MCP) Python SDK. Support databases including PostgreSQL Redshift MySQL Microsoft SQL Server Google APIs Amazon Web Services (via boto3) CockroachDB SQLite
    94
    GPL 3.0

  • Search MCP Server

    krtw00
    A
    license
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    quality
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    maintenance
    A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.
    12

  • MCP Reasoning Engine

    arslanmanzoorr
    F
    license
    -
    quality
    D
    maintenance
    A production-ready reasoning engine that integrates Claude AI with specialized MCP tools for knowledge retrieval, schema validation, and domain-specific rubric evaluation. It enables structured RAG-based analysis across legal, health, and science domains via a RESTful API.

  • Forge Engine MCP Server

    mxn2020
    A
    license
    A
    quality
    -
    maintenance
    Enables AI agents to fully control the Forge Engine (Godot fork) by manipulating scene trees, modifying node properties, and managing game scripts. It allows agents to perform development tasks such as running projects, capturing screenshots, and executing GDScript through a WebSocket connection.
    21

  • Gel Database MCP Server

    christian561
    A
    license
    B
    quality
    F
    maintenance
    A TypeScript-based MCP server that enables LLM agents to interact with Gel databases through natural language, providing tools to learn database schemas, validate and execute EdgeQL queries.
    2
    11
    12
    ISC

  • Unreal Engine MCP Bridge

    gingerol
    A
    license
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    quality
    D
    maintenance
    A server that enables control of Unreal Engine 5.5+ using natural language commands, allowing users to create Blueprints, manipulate actors, work with nodes, manage project settings, and create UMG widgets through the Model Context Protocol.
    6
    MIT

  • Gemini Agent MCP Server

    cybaea
    A
    license
    A
    quality
    C
    maintenance
    An advanced MCP server that provides an agentic interface to Google's Gemini 3.1 models via Vertex AI, combining real-time Google Search, URL analysis, and Python code execution to solve complex multi-step research and data tasks.
    1
    MIT

  • CET MCP

    Y4rd13
    A
    license
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    quality
    D
    maintenance
    MCP server that connects Claude Code to Cyber Engine Tweaks (CET) in Cyberpunk 2077, enabling Lua code execution, game state queries, TweakDB manipulation, inventory management, and event observation from the terminal while the game is running.
    2
    MIT

  • Template MCP Server

    redhat-data-and-ai
    A
    license
    -
    quality
    C
    maintenance
    A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.
    65
    Apache 2.0

  • Individual TradingView

    vtlk
    F
    license
    -
    quality
    D
    maintenance
    exposes a remote MCP endpoint so agents can: run strategy backtests by symbol/timeframe/date range, pass strategy inputs programmatically, receive structured backtest results (trades, win rate, profit, drawdown), keep long-running runs observable via progress notifications, support Binance Futures tickers only, enforce a maximum of 1440 candles per backtest, apply a rate limit of 3 backtests per
    5