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"Understanding Structured Thinking" matching MCP servers:

  • codetree

    ThinkyMiner
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    quality
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    maintenance
    Gives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.
    23
    28
    MIT

  • cortex-mcp

    j0hanz
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    quality
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    maintenance
    Enables multi-level reasoning with configurable depth levels, session-based state management, structured thought input, and real-time trace resources.
    1
    107
    1
    MIT

  • App Store MCP Server

    LaurMost
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    quality
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    An open-source MCP server for live Apple App Store competitor research, enabling AI agents to search apps, fetch metadata, compare competitors, and retrieve reviews and top charts as structured JSON.
    7
    MIT

  • tgbot-mcp

    TGLEEEE
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    license
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    quality
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    maintenance
    A trusted, open-source MCP server for Telegram that enables LLMs to send messages, structured notifications with buttons, and wait for user replies using only bot token authentication.
    4
    MIT

  • nfyy-ckd-risk-warning-mcp

    rpint
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    license
    A
    quality
    C
    maintenance
    Mock MCP server for pediatric CKD risk warning, enabling patient biochemical trend retrieval, deterministic risk rule evaluation, structured alert triggering, and clinical SOP lookup using simulated data.
    5
    MIT

  • proxmox-mcp

    edymol
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    license
    A
    quality
    C
    maintenance
    A read-only MCP server for Proxmox VE that provides AI assistants with structured visibility into cluster nodes, guests, storage, and Docker workloads. It is designed to prevent any mutating operations by construction.
    12
    MIT

  • Firecrawl MCP Server

    0xzapata
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    license
    A
    quality
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    maintenance
    Integrates Firecrawl for web scraping, crawling, search, and content extraction capabilities. Supports single/batch scraping, URL discovery, structured data extraction, deep research, and AI-powered web analysis with automatic retries and rate limiting.
    8
    186,676
    MIT

  • PyScrappy

    mldsveda
    A
    license
    A
    quality
    A
    maintenance
    A Python web-scraping toolkit that exposes 22 tools for fetching structured web data (from any URL to search, finance, e-commerce, and reference sources) as validated JSON for AI agents.
    6
    24
    137
    MIT

  • Lore Agent

    zfy465914233
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    license
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    quality
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    maintenance
    A self-improving knowledge agent that provides local retrieval, web research, and structured answer synthesis for Claude Code and VS Code Copilot via MCP. It enables AI tools to manage a project-specific knowledge lifecycle through automated research and indexing.
    12
    9
    MIT

  • android-phone-mcp-server

    expoli
    A
    license
    A
    quality
    A
    maintenance
    MCP server for controlling Android devices via semantic actions with verification, enabling any MCP client to interact with phones through natural language and structured tools.
    18
    1
    MIT

  • kr-crypto-intelligence

    bakyang2
    A
    license
    A
    quality
    C
    maintenance
    Korean crypto market data API for AI agents. Real-time Kimchi Premium (Upbit vs Binance), Korean exchange prices, USD/KRW FX rate. First verified Korean market data MCP server. Pay-per-use via x402 on Base.
    17
    1
    MIT

  • ScrapeOps MCP Server

    ScrapeOps
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    license
    A
    quality
    D
    maintenance
    Enables AI agents to browse the web, bypass anti-bots, render JavaScript, take screenshots, and perform structured data extraction using the ScrapeOps Proxy API.
    3
    13
    MIT