A
licenseNot graded
qualityB
maintenanceProvides deterministic tools for understanding, transforming, and verifying structured data via MCP, enabling rule inference from examples and verification of transformed records.
MIT
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"Understanding Inference Models" matching MCP servers:
- AlicenseAqualityCmaintenanceAn open-source MCP server that connects to various data sources (SQL databases, CSV, Parquet files), allowing AI models to execute SQL queries and generate data visualizations for analytics and business intelligence.1275MIT
- FlicenseAqualityDmaintenanceAn MCP server that allows AI models to create data visualizations using Vega-Lite syntax by providing tools to save data tables and generate visualizations from them.423
VeloDB MCP Serverofficial
AlicenseNot gradedqualityCmaintenanceAn MCP server that exposes VeloDB analytics data to AI clients through a governed semantic metrics layer (MetricFlow) and raw SQL fallback, with multi-workspace isolation, staging workflows, and a web UI for managing models.Apache 2.0
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- AlicenseNot gradedqualityCmaintenanceEnables DeepSeek Harness models to directly call local ArcGIS Pro via MCP tools for reading projects, layers, GDB structures, and executing Buffer/Clip/custom ArcPy operations locally.MIT
- AlicenseNot gradedqualityDmaintenanceA production-ready MCP server that provides comprehensive dbt project quality assessment for any GitHub repository, enabling AI agents to analyze dbt models, check metadata coverage, and map data lineage.9MIT
- AlicenseNot gradedqualityAmaintenanceMCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed semantic models, compile YAML metric definitions into optimized SQL across 8 engines (BigQuery, ClickHouse, Databricks, Dremio, DuckDB, MySQL, PostgreSQL, Snowflake), and execute analytics queries via natural language. Works with Claude, Cursor, Windsurf, and Copilot.3Apache 2.0
- AlicenseNot gradedqualityBmaintenanceProvides read-only access to MetaTrader 5 market data, trading history, and technical analysis through Python execution. Supports querying price data, calculating indicators, creating charts, and generating forecasts with Prophet and ML models.3MIT
- AlicenseNot gradedqualityDmaintenanceMCP server for connecting to Microsoft Fabric and Power BI semantic models, enabling workspace browsing, dataset management, TMSL retrieval, DAX queries, model creation/editing, and includes a Best Practice Analyzer with 71 rules.2MIT
- AlicenseNot gradedqualityCmaintenanceEnables 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
- AlicenseNot gradedqualityDmaintenanceA Model Calling Protocol server that enables LLMs to perform rigorous Bayesian analysis and probabilistic reasoning, including inference, model comparison, and predictive modeling with uncertainty quantification.4MIT
- AlicenseNot gradedqualityDmaintenanceEnables LLM clients to analyze and interact with Power BI (.pbix) files, providing access to data models, DAX measures, Power Query code, table relationships, and data contents through natural language.MIT
- AlicenseNot gradedqualityAmaintenanceA unified backend MCP server that aggregates and filters data from external services like Zaim, GitHub, Google, and Notion, providing cross-cutting views via MCP and REST API without heavy AI inference.3Apache 2.0
- FlicenseNot gradedqualityCmaintenanceRead-only MCP server for Hevo Data API, enabling monitoring of pipelines, objects, destinations, models, and workflows with secure self-hosted credentials.
- FlicenseNot gradedqualityAmaintenanceEnables AI assistants to read and modify Power BI Desktop files programmatically, including querying models, creating measures, and managing relationships through natural language.255
- FlicenseNot gradedqualityDmaintenanceEnables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.
- FlicenseNot gradedqualityDmaintenanceEnables AI agents to deploy Power BI reports to Microsoft Fabric by automating data loading from CSV, creating semantic models, and generating report visuals.
- FlicenseNot gradedqualityDmaintenanceA minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI interfaces like Claude, with Slack notifications for task completions.2
- FlicenseNot gradedqualityBmaintenanceEnables structured document understanding of local PDFs via a dual-extract MCP server, combining MinerU text/layout and Qwen3-VL vision with fusion adjudication for field extraction, tables, formulas, and validation. Fully local and offline.1