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maintenanceData observability for AI agents. Query alerts, monitor freshness, investigate schema drift, and trace lineage across your data warehouse via 53 MCP tools.
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"Understanding VS Code Agents or Extensions" matching MCP servers:
- AlicenseAqualityBmaintenanceResolves messy company, customer, and vendor names across CRM, ERP, and ITSM systems to canonical records using fuzzy matching, preventing AI agents from updating or creating wrong or duplicate records.5MIT
- AlicenseBqualityAmaintenanceA Python MCP server for hypothesis-driven data analysis, managing analysis designs, data catalogs, and review workflows through Claude Code or any MCP-compatible client.18MIT
Alkemi MCP Serverofficial
Alicense-qualityDmaintenanceConnects 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.144MIT- Alicense-qualityBmaintenanceAn MCP server that enables real-time data streaming for AI agents, with persistent connections to live feeds, reactive operator pipelines, and consumption via push, pull, or block modes.MIT
- Alicense-qualityAmaintenanceConnect your Umami Analytics to any MCP client to derive insights from natural language.29GoMIT
- Alicense-qualityDmaintenanceAn 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
- Alicense-qualityAmaintenanceProvides MCP tools that help AI agents get their bearings in a codebase with unified SQL views over code, git, docs, and conversations, powered by DuckDB.4Apache 2.0
medisolveai-kafkaofficial
Flicense-qualityCmaintenanceEnables Claude Code to generate Kafka producer and consumer code using predefined event schemas, with tools to list events, get schemas, and validate code.- Alicense-qualityCmaintenanceA metadata-guided, read-only SQL analysis MCP server for DataHub that helps agents perform safe analytical queries using DataHub schema, lineage, ownership, and tags, with a deterministic planner and strict SQL safety layer against local synthetic SQLite, guaranteeing zero write or mutation operations.Apache 2.0
- 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
- Alicense-qualityCmaintenanceParses unstructured US contact strings into structured name and address components. Supports automatic detection of input type (name, address, or contact) and optional enhancement using a US street database.BSD 3-Clause
- Alicense-qualityFmaintenanceExpose IBKR account data, portfolio positions, orders, executions, contracts, and market data snapshots via MCP to Claude or Codex.8MIT
- Alicense-qualityBmaintenanceProvides deterministic tools for understanding, transforming, and verifying structured data via MCP, enabling rule inference from examples and verification of transformed records.MIT
- Alicense-qualityCmaintenanceExecutes SQL queries via ConnectorX and streams results to CSV or Parquet files, supporting multiple databases and optional token counting for CSV output.1MIT
- Flicense-qualityDmaintenanceA Python MCP server that lets you manage Microsoft Fabric through natural language in Claude Code or Claude Desktop, with 77+ tools covering workspaces, lakehouses, warehouses, SQL, DAX, semantic models, notebooks, pipelines, OneLake, and Microsoft Graph.
- Flicense-qualityDmaintenanceGenerates complete PyAirbyte data pipeline code and setup instructions for moving data between 600+ Airbyte source and destination connectors or to Pandas DataFrames, using AI-powered context-aware guidance based on connector documentation.4
- Flicense-qualityCmaintenanceEnables interaction with S2 StreamStore to manage basins, access tokens, and data streams through a progressive tool disclosure workflow. It allows AI agents to efficiently navigate between account management, basin configuration, and stream-level operations like reading or writing records.1
- Flicense-quality-maintenanceEnables discovery, querying, and exporting of Tableau Cloud dashboards and data sources. Supports searching workbooks, filtering data, and exporting views as PDF, PNG, PowerPoint, CSV, or JSON.
- Flicense-qualityCmaintenanceConnects iClips project data to Claude for agency capacity planning, exposing tools to monitor daily demand vs. capacity, stalled jobs, cascading off-work effects, and classification audits.