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    An MCP server providing progressive discovery tools for SDMX statistical data, enabling AI agents to explore and access SDMX-compliant repositories through interactive tools, resources, and prompts.
    20
    MIT
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    A
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    A read-only MCP server that connects to Interactive Brokers Gateway or TWS to expose account, contract, execution, and historical-data queries over stdio.
    9
    8 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    MCP server for Interactive Brokers API integration, enabling account management, trading, market data, and short selling analysis through Claude.
    8
    35
    MIT
  • A
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    Gives AI assistants real-time access to Interactive Brokers accounts via the Client Portal Web API, with 26 read-only tools for portfolio, market data, options, and scanner.
    32
    8 npm
    2
    MIT
  • F
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    MCP server for Interactive Brokers via IB Gateway, enabling read access to account data and trading capabilities for paper accounts.
    11
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  • F
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    Enables interaction with Interactive Brokers through the TWS API for account management, market data, contract resolution, and order placement, with paper trading by default.
    14
    1
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  • A
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    MCP server for Interactive Brokers TWS API that enables AI assistants to retrieve portfolio, account information, and real-time market prices.
    23
    Apache 2.0
  • A
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    MCP server for Interactive Brokers that exposes portfolio data, market quotes, trading, and analysis to any MCP-compatible AI client, with support for EU investors and safety-gated trading.
    1
    MIT
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    Enables scientific data introspection and visualization of VTK datasets with format-adaptive metadata extraction and interactive 3D visualization through MCP tools.
    1
    MIT
  • A
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    Enables MCP clients to access Google Earth Engine's satellite imagery and geospatial analysis capabilities. Provides tools for vegetation analysis, crop classification, disaster monitoring, and interactive map creation using petabytes of satellite data.
    10 npm
    220
    MIT
  • A
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    A remote MCP server for top-down portfolio construction with Interactive Brokers, exposing a typed catalog of screeners, news access, and account tools for LLM-driven research workflows.
    20
    MIT
  • A
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    maintenance
    Enables AI assistants and other MCP clients to inspect code_aster MED results read-only, including reading values, rendering images, creating journal figures, and opening the interactive viewer, without running simulations or modifying files.
    MIT
  • A
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    Enables private single-user research workflows through search, page reading, document conversion, cached evidence retrieval, RSS, and interactive Chromium/Camoufox browsing over authenticated HTTP.
    MIT
  • A
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    Enables interactive breeding program simulation and comparison via MCP, returning statistical distributions (mean, sd, CI) instead of single stochastic runs.
    64 PyPI
    GPL 3.0
  • A
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    maintenance
    An MCP server that provides country information lookup and an interactive dashboard, exposing a get_country_info tool and HTTP endpoints for querying demographic, geographic, and economic data.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables read-only access to Interactive Brokers data including contracts, market data, news, fundamentals, and portfolio/account information for LLM workflows and autonomous agents.
    19
    BSD 3-Clause
  • F
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    Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.
    -
  • F
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    MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper retrieval, citation tracking, metrics, and interactive literature review prompts.
    -
  • F
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    quality
    B
    maintenance
    An MCP server that turns Interactive Brokers into a question-answering portfolio analyst.
    4
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  • F
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    Not graded
    quality
    F
    maintenance
    MCP server for a VEDA STAC catalog, providing a tool to call and interactive React UI to view STAC collections.
    -
  • F
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    Enables interactive data analysis using a real IPython kernel with session management, supporting CSV/Excel/JSON loading, code execution, and variable monitoring.
    159
    -
  • F
    license
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    D
    maintenance
    A conversational copilot that guides users through the Knowledge Discovery in Databases (KDD) process to perform automated data profiling, analysis, and modeling via natural language. It enables the creation of interactive dashboards and manages the end-to-end analytical workflow within a secure sandbox environment.
    -
  • F
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    A
    maintenance
    Enables querying company fundamentals, annual financial metrics, historical price data, news sentiment, officers, and SEC filings through MCP tools, with a web UI and embedded MCP App resources for browsing and testing those tools. It also supports elicitation and sampling for interactive client flows.
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  • F
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    An industry benchmarking tool that enables users to compare company metrics like revenue and profit against industry averages using interactive visual charts. It supports both Claude and ChatGPT across multiple transport protocols including SSE and Streamable HTTP.
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  • F
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    Advanced server for simulating financial models and stochastic processes, offering tools for generating simulations, calculating financial metrics, and visualizing results with interactive components.
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  • F
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    Enables AI agents to run probabilistic portfolio analysis workflows, including input validation, instrument verification, simulation preparation, and approved interactive reporting.
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  • F
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    Integrates Interactive Brokers and TradeStation APIs for portfolio management, market data, and trading operations, with TradingView market scanning.
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  • F
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    Enables AI engineering assistants to search bilingual semiconductor process articles, look up foundational concepts, compare adjacent technology nodes, and inspect node architectures with citation links to interactive cross-sections.
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  • A
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    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT
  • A
    license
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    quality
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    An interactive MCP server for FAIRChem and ASE simulations that allows LLM agents to load a model once and steer relaxations, MD, NEB, phonons, and minima searches mid-flight, with live monitoring and code introspection.
    17
    1
    MIT
  • A
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    quality
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    Turns a local CSV or XLSX table into a full analysis report — summary statistics, duplicate and missing-value diagnostics, top category frequencies, significant pairwise correlations, a Markdown insights writeup, and an Excel workbook with native interactive charts — entirely offline with no uploads, API keys, or pandas dependency. It runs over stdio or streamable-http behind a free anonymous tier that returns an in-band quota signal rather than silently billing.
    2
    MIT
  • A
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    A
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    An MCP server that enables AI assistants to create interactive visualizations, perform statistical analysis, run auto-EDA, and build dashboards using the HoloViz ecosystem with self-contained HTML output.
    36
    MIT