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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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"Understanding the term '测试' or learning about testing" matching MCP servers:
- FlicenseNot gradedqualityBmaintenanceMCP server that archives Decent DE1 espresso shots from Visualizer.coffee into SQLite and provides analysis tools for shots, beans, and profiles via MCP.
- FlicenseAqualityCmaintenanceAn MCP server that gives models semantic context about a data warehouse, including table meaning, units, lineage, and health, to reduce guessing.4
- AlicenseAqualityCmaintenanceMCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-compatible client) about race results, lap times, telemetry, standings, pit stops, and qualifying — with historical data back to 1950 via the Ergast API.21MIT
- FlicenseAqualityBmaintenanceMCP server for Durable energy trading analytics that connects Claude Desktop to Snowflake data, enabling natural-language queries about spreads, constraints, generators, and prices.11
- AlicenseAqualityCmaintenanceThis server acts as a MCP bridge to interact with the Cribl REST API. It allows AI models or other MCP clients to query and manage Cribl configurations.10205MIT
- AlicenseAqualityCmaintenanceBridges Claude (or any MCP client) to manufacturing data via the i3X standard, enabling natural language queries about equipment status, hierarchy, and historical trends.12102MIT
SignalEDI MCP Serverofficial
AlicenseAqualityAmaintenanceEnables AI assistants to parse, validate, send, and inspect X12 EDI documents via the SignalEDI Core API, with optional QuickBooks integration and a demo mode for keyless local testing.1888MIT- 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.129MIT
Fivetran MCP Serverofficial
AlicenseAqualityAmaintenanceEnables you to interact with your Fivetran environment through natural language, supporting read-only queries about connections and syncs, and write operations like updating sync frequency when enabled.2221MIT- FlicenseAqualityDmaintenanceProvides AI-assisted guidance for the Weik.io integration platform, enabling planning, implementation, testing, and deployment of integrations using Apache Camel and specialized Weik.io features.12181
- FlicenseAqualityDmaintenanceA Model Context Protocol server that allows interaction with the RubyGems.org API to fetch metadata about Ruby packages, search gems, and explore dependencies and ownership information.61
- AlicenseBqualityDmaintenanceA server that interfaces with the Mixpanel API, allowing users to query events data, retention, and funnels through natural language from any MCP client like Cursor or Claude Desktop.1311MIT
- 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.16
- AlicenseCqualityCmaintenanceEnables large language models to retrieve up-to-date and correct information about dlt pipelines, datasets, and schemas, improving AI-assisted development.810Apache 2.0
- FlicenseCqualityDmaintenanceEnables AI to analyze and transform data using fusion algorithms with statistical, machine learning, or hybrid methods. Provides seamless data format conversion and enhanced analytical capabilities through the Model Context Protocol.2
- AlicenseCqualityDmaintenanceMCP server that interfaces with the Adjust API, allowing you to query mobile analytics reports, metrics, and performance data using natural language from any MCP client like Cursor or Claude Desktop.2212MIT
erp-mcpofficial
AlicenseNot gradedqualityBmaintenanceExposes ERP data (production orders, inventory, BOM, customers) to any MCP client through a backend-neutral interface, with a mock backend for testing.MIT
APITier MCP Serverofficial
AlicenseNot gradedqualityCmaintenanceAbout MCP server exposing 10 APITier utility APIs as AI agent tools — email/phone/VAT validation, UK postcodes, India pincodes, barcode/QR generation, data conversion56MIT
Alkemi MCP Serverofficial
AlicenseNot gradedqualityDmaintenanceConnects MCP clients to databases like Snowflake, BigQuery, and Databricks through Alkemi's data platform, enabling natural language database queries with proper schema understanding and metadata management for consistent team-wide access.124MIT
