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87,318 servers. Updated

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  • A
    license
    Not graded
    quality
    D
    maintenance
    A cryptocurrency price service that provides real-time crypto pricing information through an MCP (Model Context Protocol) framework with CoinMarketCap API integration.
    GPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for converting OEM energy telemetry payloads into ODS-E records and validating them via the odse Python package.
    3
    3 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A Python MCP server for hypothesis-driven data analysis, managing analysis designs, data catalogs, and review workflows through Claude Code or any MCP-compatible client.
    18
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A resilient MCP server wrapping FiinQuant/FiinQuantX Python SDK for Claude Desktop and Cursor, providing market data, fundamental analysis, screening, and technical indicators via stdio with timeouts, error envelopes, and free-tier guards.
    26
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server providing seamless integration with Trino and Iceberg for advanced data exploration, querying, and table maintenance.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides read-only access to MetaTrader 5 market data, trading history, and technical analysis through Python execution. Supports querying price data, calculating indicators, creating charts, and generating forecasts with Prophet and ML models.
    39 PyPI
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environment.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An experimental multimodal AI data infrastructure that allows users to manage tables, run local AI analysis like object detection, and automate data workflows. It includes an interactive Python REPL and introspection tools for exploring Pixeltable functions directly through Claude or Cursor.
    6
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI models to generate synthetic data, manage templates and connections, push data to destinations, and execute Python scripts using DataMaker's data generation platform. Automatically handles large datasets by storing them to S3 with secure access links.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that drives EViews econometrics software from Python or LLM clients via COM automation, enabling workfile creation, model estimation, diagnostics, and data exchange with pandas.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to compute and apply minimal JSON Patch (RFC 6902) operational diffs for atomic state synchronization between structured documents. Runs as a zero-dependency Python MCP server with deterministic outputs and sub-millisecond execution overhead.
    7
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.
    8
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables the analysis of massive datasets by storing data in external variables via a sandboxed Python REPL instead of the model's context window. This allows users to process files larger than 100MB without polluting the context or hitting token limits.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables autonomous agents to compute and atomically apply minimal JSON Patch (RFC 6902) operational diffs for structured data state synchronization. Runs as a zero-dependency Python MCP server supporting deterministic patching, caching, and rate-limiting workflows.
    7
    -