A
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qualityC
maintenanceEnables language models to run data-quality checks and profiling on local files, using dbt-style assertions like not_null, unique, relationships, and accepted_values.
MIT
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"Spec-WorkFlow documentation or implementation" matching MCP servers:
- AlicenseAqualityAmaintenanceEnables AI assistants to run reproducible bioinformatics pipelines over MCP, with verifiable provenance via checksums and Workflow Run RO-Crate metadata.6MIT
- AlicenseAqualityCmaintenanceThis MCP server enables database migration between heterogeneous systems (Oracle, PostgreSQL, SQL Server, Netezza to PostgreSQL or SQL Server) through AI assistants by providing tools for command preview, execution, validation, and workflow suggestions.6MIT
- 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.2
- 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
- AlicenseAqualityDmaintenanceA local MCP server implementation that interacts with DuckDB and MotherDuck databases, providing SQL analytics capabilities to AI Assistants and IDEs.1MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol implementation that enables LLMs to access real-time, forecasted, and historical U.S. air quality data through the AirNow API.1015MIT
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.83- AlicenseBqualityFmaintenanceAn MCP server implementation for accessing Google Analytics 4 (GA4) data, built using the Model Context Protocol TypeScript SDK.52,11971MIT
- FlicenseBqualityBmaintenanceRead-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart audit information retrieval.2
- FlicenseBqualityDmaintenanceA server implementation that enables AI assistants to interact with Fivetran's API, allowing for user management, connection listing, and triggering syncs.32
- AlicenseBqualityDmaintenanceA Model Context Protocol server implementation that enables AI assistants to interact with Apollo.io data, performing operations like people/organization enrichment, searching, and retrieving job postings through natural language commands.72740MIT
- 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
- AlicenseCqualityBmaintenanceReference implementation of KIP-1318, a secure Model Context Protocol server for Apache Kafka that enables AI agents to interact with Kafka clusters through governed tools and resources.112Apache 2.0
- AlicenseDqualityFmaintenanceA Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistants to access and analyze your Fitbit health and fitness data. Disclaimer: This is an unofficial integration built using Fitbit's public API and is not affiliated with or endorsed by Fitbit Inc.161410MIT
Civis MCP Serverofficial
Alicense-qualityBmaintenanceEnables interaction with the Civis Platform for data exploration, querying, and workflow execution. Supports schema-restricted read-only mode and tools like run_query, list_tables, and publish_html_report.BSD 3-Clause- Alicense-qualityCmaintenanceEnables AI assistants to query and interact with Treasure Data through a secure interface, supporting SQL queries, database exploration, CDP segment management, and workflow monitoring across multiple regions.1857Apache 2.0
- Alicense-qualityCmaintenanceA server implementation of MCP for Apache Spark that provides query plans and catalog information to AI systems for query optimization and data discovery.18Apache 2.0
- Alicense-qualityDmaintenanceA powerful Model Context Protocol (MCP) server implementation that provides standardized interaction with MongoDB databases, supporting complete CRUD operations, async patterns, and real-time updates via SSE.MIT
- Alicense-qualityFmaintenanceEunomia MCP Server is an extension of the Eunomiaframework that connects Eunomia instruments with servers. It provides a simple way to orchestrate data governance policies (like PII detection or user access control) and seamlessly integrate them with external serve7Apache 2.0
