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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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"Two agents working simultaneously" matching MCP servers:
- AlicenseAqualityBmaintenanceEnables optimal freight-mode selection (air, sea-LCL, full container) by solving 3D bin-packing, cost optimization, and delivery-risk analysis behind two tools: solve for deterministic planning and explain for hallucination-proof natural-language narration of results.2MIT
- AlicenseAqualityAmaintenance50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.503765MIT
- AlicenseAqualityBmaintenanceAgent-ready financial intelligence tools for AI agents. Two curated tools — get_stock_snapshot and get_company_metrics — that combine multiple data sources, derive signals (UNDERVALUED, STRONG, ACCELERATING), and pre-compute the math. One call, one agent-friendly response.31161MIT
- AlicenseAqualityDmaintenanceA hybrid Fivetran MCP server with 23 native tools for common data engineering tasks and two universal tools (search/execute) that unlock all 161 Fivetran REST API endpoints.25MIT
- FlicenseAqualityBmaintenanceAn AI-powered treasury management MCP server that enables users to perform commercial banking analysis, including cash flow forecasting, idle cash detection, and debt covenant monitoring. It provides tools to surface financial insights and optimize working capital through automated processing of bank and transaction data.9
- AlicenseBqualityDmaintenanceAn MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.896MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that enables working with Building Information Modeling (BIM) files by converting IFC files to fragment format and querying BIM data by category.338MIT
- AlicenseNot gradedqualityBmaintenanceEnables reading and editing Avo tracking plans through natural language, with skills for designing new plans and working with existing ones.1MIT
- AlicenseNot gradedqualityAmaintenanceDuckle ships its own Model Context Protocol server, so Claude can browse the full component catalog and per-component property schemas, generate a pipeline straight into a working directory you choose, validate it (compile without running), run it headlessly, read existing pipelines and their run logs, build a standalone pipeline1,223Apache 2.0
- AlicenseNot gradedqualityBmaintenanceAn MCP server that exposes Rucio distributed data management operations as tools for LLMs. Designed for ATLAS physicists working with grid data on analysis facilities, but usable with any Rucio instance.5Apache 2.0
- FlicenseNot gradedqualityCmaintenanceA demo MCP server with two governed systems (pipeline semantic layer and predictive model) for querying and scoring professional services opportunities with cross-system governance.
- FlicenseNot gradedqualityCmaintenanceAn MCP server that connects any two systems so an agent can explore both, map between them, and run real data transfers — then shows its working in a run folder you can audit afterwards.
- AlicenseAqualityCmaintenanceProvides AI agents with data validation, transformation, and normalization capabilities, including JSON schema validation, CSV processing, data normalization, text cleaning, and dataset merging.571MIT
- AlicenseAqualityCmaintenanceConverts PDF bank statements into structured data (Markdown, JSON, CSV, JSONL) with verified transactions and balance checks, enabling agents to audit numbers.516MIT
- AlicenseBqualityCmaintenanceAn MCP server for data reconciliation between MySQL and Snowflake, enabling LLM agents to validate data integrity during migrations and ETL processes.23MIT
GlassFlow MCP Serverofficial
AlicenseNot gradedqualityBmaintenanceModel Context Protocol server for managing and diagnosing GlassFlow streaming pipelines, exposing pipeline CRUD, metrics queries, log search, and a composite diagnostic tool as MCP tools that AI agents can call over SSE transport.Apache 2.0
Mapsmithofficial
AlicenseNot gradedqualityAmaintenanceEnables AI agents to perform professional-grade geoprocessing tasks such as buffers, overlays, reprojections, and terrain analysis with deterministic tools and verifiable provenance.AGPL 3.0
Retable MCP Serverofficial
AlicenseNot gradedqualityDmaintenanceConnects AI agents like Claude, Cursor, and Windsurf to Retable for seamless AI-assisted data management. Enables AI agents to manage and interact with Retable workspaces, tables, and data through natural language.9MIT
Agent Toolsofficial
AlicenseNot gradedqualityCmaintenanceProvides deterministic tools for transforming, formatting, and inspecting structured data for AI agents.1519Apache 2.0
