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"A system for improving requirements (e.g., analysis and completion)" matching MCP servers:

  • DEM Terrain Analysis

    ava11235
    A
    license
    A
    quality
    C
    maintenance
    AI-powered terrain analysis for any location on Earth. Uses super-resolution and computes environmental risk metrics including erosion, water flow, and a composite Site Intelligence Score.
    Last updated
    2
    3
    MIT

  • yt-analysis-mcp

    Legorobotdude
    F
    license
    A
    quality
    C
    maintenance
    Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.
    Last updated
    5
    3

  • mcp-user-system

    shenda-ai
    A
    license
    A
    quality
    B
    maintenance
    MCP server for token-user-system wallet operations, supporting balance, trend, transactions, coupons, and corporate transfer info.
    Last updated
    5
    654
    MIT

  • Artificial Analysis MCP Server

    davidhariri
    A
    license
    A
    quality
    D
    maintenance
    Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.
    Last updated
    2
    5
    5
    MIT

  • Todo for AI MCP Server

    todo-for-ai
    A
    license
    -
    quality
    D
    maintenance
    Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.
    Last updated
    9
    Apache 2.0

  • A-Share MCP Server

    firmmaple
    A
    license
    -
    quality
    D
    maintenance
    Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.
    Last updated
    26
    MIT

  • Chinese Fortune Analysis

    deeppath-ai
    A
    license
    -
    quality
    D
    maintenance
    Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysis, including solar/lunar date conversion, Five Element balance calculations, Ten Gods deduction, and destiny interpretation for metaphysics applications.
    Last updated
    20
    MIT

  • jira-analysis-mcp

    saam1r
    F
    license
    -
    quality
    D
    maintenance
    A powerful Model Context Protocol (MCP) server for seamless Jira integration with AI assistants like Claude. Features advanced search capabilities, intelligent pod aliases, comprehensive ticket analysis, and full API support.
    Last updated

  • waste-for-agents

    elekli
    F
    license
    -
    quality
    B
    maintenance
    MCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.
    Last updated

  • MCP Memory System

    workerportfolio
    F
    license
    -
    quality
    D
    maintenance
    Enables persistent storage and retrieval of decisions, settings, and operational rules across chat sessions, maintaining context continuity and decision consistency for long-term development projects through structured memory management.
    Last updated

  • Data Analysis MCP Server

    boyzhang666
    F
    license
    -
    quality
    C
    maintenance
    Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
    Last updated
    5