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maintenanceA comprehensive educational server demonstrating Model Context Protocol capabilities for tools, resources, and prompts, allowing AI assistants to connect to external data and functionality.
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"Overview and Applications of Mixture of Experts in Machine Learning" matching MCP servers:
- Flicense-qualityAmaintenanceMCP server for configuring the konsol Frappe app via the CLI. Enables AI clients to manage dimensions, measures, fact tables, connectors, and schemas using natural language.Last updated
- Alicense-qualityCmaintenanceThis server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions.Last updated82MIT
- Alicense-qualityDmaintenanceEnables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.Last updatedMIT
- Flicense-qualityDmaintenanceProvides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.Last updated
- Flicense-qualityDmaintenanceEnables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.Last updated
- Flicense-qualityDmaintenanceEnables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.Last updated3
- FlicenseAqualityCmaintenanceCreates compact skeleton representations of large JSON files by preserving structure while truncating string values and deduplicating arrays, helping users understand JSON structure without processing the full data payload.Last updated110
- AlicenseAqualityDmaintenanceEnables collection of patent-related information from PatSnap's API for trend analysis and reporting, providing tools for patent trends, word clouds, innovation wheels, and identification of top inventors, assignees, and litigated patents.Last updated10156MIT
- FlicenseAqualityBmaintenanceMCP server exposing live 2026 FIFA World Cup group standings and Round-of-32 bracket, with confidence classification and stale fallback.Last updated2
- FlicenseAqualityBmaintenanceEnables discovery of Power BI workspaces and semantic models via REST API and Microsoft Modeling MCP, with authentication options including service principal and device login.Last updated7
- FlicenseAquality-maintenanceA tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.Last updated2
Databar MCP Serverofficial
AlicenseAqualityDmaintenanceEnables AI assistants to interact with Databar.ai's data enrichment API, allowing discovery, configuration, and execution of data enrichments across hundreds of providers using natural language.Last updated3733MIT- AlicenseAqualityDmaintenanceAI-powered MCP server for connecting and managing Jupyter Notebooks. Enables interactive code execution, multi-notebook management, and multimodal output for data analysis, visualization, and machine learning.Last updated128MIT
- AlicenseAqualityDmaintenanceConverts JSON data to TOON (Token-Oriented Object Notation) format and back, reducing token usage by 30-60% for more efficient LLM applications.Last updated361MIT
- AlicenseAqualityDmaintenanceAn npx-compatible port of @Axiom's mcp-server-axiomLast updated36601MIT
- AlicenseAqualityDmaintenanceEnables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.Last updated21MIT
Jij MCP Serverofficial
FlicenseBqualityFmaintenanceA server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.Last updated83- FlicenseBqualityDmaintenanceAn MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.Last updated16
- AlicenseBqualityDmaintenanceA Model Context Protocol (MCP) server that provides tools for reading Excel (xlsx) files, enabling extraction of data from entire workbooks or specific sheets with results returned in structured JSON format.Last updated36Apache 2.0