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    An MCP server for inspecting MEV-relevant activity on Polygon, providing tools to check pending swaps, confirmed swap history, and gas price percentiles, while honestly reporting coverage limitations.
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    Enables AI assistants to interact with Hadoop Hue for executing SQL queries using Hive, SparkSQL, or Impala and managing HDFS files. It supports directory browsing, file transfers, and exporting query results to CSV through the Model Context Protocol.
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    Enables crawling WeChat Official Account articles via the mp.weixin.qq.com search interface, including account search, article listing, incremental crawling, and fetching articles as Markdown with local SQLite storage.
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    Enables AI assistants to interact with GitHub repositories, Confluence documentation, and Databricks Unity Catalog through comprehensive tools for code exploration, documentation retrieval, and data schema management.
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    A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tools to send mockups via MCP tool calls for storage and browsing in a clean web gallery.
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    Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.
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    MIT
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    Enables users to control CSI ETABS structural engineering software through Claude, allowing model creation, status checks, and engineering checks via COM automation.
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    MIT
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    Connects Claude to Spotify for music discovery, playlist creation, and collection analysis through natural language. Enables searching songs, analyzing music diversity, creating playlists, and getting recommendations using Spotify's API.
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    This MCP server provides a Streamable HTTP endpoint with bearer token authentication, exposing echo and add tools, and an info resource for remote client integration.
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    A learning-oriented MCP server that exposes basic tools (echo, add, reverse) over stdio transport to validate MCP handshake and tool calls.
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    Enables interaction with Notion workspaces through a comprehensive set of tools for managing pages, blocks, databases, users, comments, and search. Provides both a clean Python API and an MCP server for use with Claude Desktop.
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    A Python-based MCP server exposing fictional SharePoint documentation and Power BI metrics. Not for production, no real or clinical data.
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