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  • F
    license
    A
    quality
    C
    maintenance
    Enables searching Google Scholar papers with year filtering, deduplication, and proxy support. Also provides paper detail retrieval, TF-IDF relevance analysis, and chart generation via MCP tools.
    4
  • A
    license
    A
    quality
    B
    maintenance
    QuestDB MCP server connects coding agents to a running QuestDB Web Console. The agent gets tools to create notebook cells, run queries, and build charts.
    34
    102
    1
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    A local stdio MCP server for a self-hosted GeoGebra 5.0 Web bundle. It enables executing GeoGebra commands with structured feedback, querying commands, evaluating CAS, managing state, and exporting images using headless Chromium.
    12
    28
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Give AI agents access to Formester form submissions. Read individual responses, search and filter across forms, write AI-generated insights back as custom fields, and process file attachments including PDFs and images.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides football analytics tools including player scouting, comparisons, market-value filters, expected-goals tables, match-by-match form, team attacking profiles, match search, shot maps, and more for 10 leagues.
    6
    GPL 3.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, including search, read, and clinical context aggregation, with built-in Chart.js dashboards for visualizing lab trends, vitals, and patient data.
    3
    3
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    A full-feature MCP server that serves as a product-development copilot, providing RAG search, SQL queries, and inline chart visualizations from seeded product data, with per-user identity and its own OAuth login.
  • A
    license
    Not graded
    quality
    B
    maintenance
    Generates pure CSS and SVG charts for web pages and markdown docs, eliminating the need for chart libraries, and provides injection guidance.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server that provides product and web analytics capabilities, allowing AI coding assistants to query funnels, retention, trends, feature flags, A/B tests, and more in natural language.
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables AI to interact with GeoGebra for mathematical visualization, offering over 25 tools for geometry, functions, algebra, and more.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables interactive learning and visualization of Binary Search Trees and AVL Trees through operations like insertion, deletion, and tree traversal, with real-time balancing rotations.
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants and traders to connect to a local MetaTrader 5 terminal, fetch historical market data, run strategy backtests, monitor account status, and manage demo trades via natural language, with an interactive web GUI.
  • F
    license
    Not graded
    quality
    C
    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.