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  • F
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    maintenance
    Provides a collection of MCP servers for computational chemistry tasks including molecular generation and retrosynthesis. Also offers property prediction and molecule pricing capabilities.
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  • A
    license
    A
    quality
    D
    maintenance
    A unified MCP server for scaffolding project structures across multiple frameworks including Spring Boot, React, Vue, Next.js, FastAPI, Django, Flask, Express, and more.
    2
    9 npm
    1
    MIT
  • A
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    C
    maintenance
    Manual listener MCP server that bridges OpenCode with local security tools via a Flask HTTP service, enabling AI-assisted security operations.
    MIT
  • F
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    D
    maintenance
    A demo MCP server that proxies a Flask REST API for books, providing tools to list books, get book details, list genres, and check API health via HTTP transport.
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  • F
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    quality
    D
    maintenance
    A Flask-based MCP server with web GUI that provides utility tools for mathematical calculations, text analysis, string transformations, timestamps, and Fibonacci sequence generation.
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  • F
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    quality
    C
    maintenance
    Exposes leave management APIs through MCP, enabling users to manage employee leave requests, approvals, and balances via natural language. It bridges Claude Desktop to a Flask backend with PostgreSQL persistence.
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  • F
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    quality
    D
    maintenance
    An MCP-compatible Flask server that integrates with the educhain Python library to dynamically generate educational content for Claude Desktop, including multiple-choice questions, lesson plans, and flashcards.
    1
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  • A
    license
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    quality
    B
    maintenance
    Enables AI agents to maintain persistent, multi-layer cognitive memory with vector search, deterministic verification, experiment tracking, and cost-aware recall, all through 87 MCP tools and a local Flask UI.
    MIT
  • A
    license
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    quality
    B
    maintenance
    Enables AI agents to inspect and modify running Flash SWF files through a patched Ruffle player, including getting/setting display object properties, calling methods, and editing SharedObject data without reloading.
    MIT
  • F
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    Not graded
    quality
    D
    maintenance
    A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables rapid creation of new projects from predefined templates including React, Node.js, Django, Flask, and more. Provides comprehensive project scaffolding with file system operations, template management, and command execution capabilities.
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  • F
    license
    Not graded
    quality
    A
    maintenance
    Manages local protein experiments with a Flask backend and SQLite, offering tools for protein library management, Beer-Lambert concentration calculations, BLI dilution planning, and experiment archiving. It provides 7 MCP tools for AI assistants like Claude to interact with the system.
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