"Understanding Boss Mode" matching MCP servers:

• airflow-mcp-server

  ssasuoirafen

  A

  license

  A

  quality

  B

  maintenance

  Enables Claude to inspect and operate Apache Airflow over its REST API, providing read tools and safe write operations (gated by read-only mode) for managing DAGs, runs, tasks, and pools.

  Last updated 2026-07-01

  14

  MIT

• airbyte-oss-mcp

  NGRThomson

  A

  license

  B

  quality

  B

  maintenance

  Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of connections, jobs, and health via public and internal APIs. Optionally supports triggering syncs and canceling jobs.

  Last updated 2026-06-21

  9

  MIT
• 

  Civis MCP Serverofficial

  civisanalytics

  A

  license

  -

  quality

  B

  maintenance

  Enables 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.

  Last updated 2026-06-08

  BSD 3-Clause
• 

  Alkemi MCP Serverofficial

  alkemi-ai

  A

  license

  -

  quality

  D

  maintenance

  Connects 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.

  Last updated 2025-10-28

  7

  4

  MIT

• Semantic Model MCP Server

  nahtheking

  A

  license

  -

  quality

  D

  maintenance

  MCP 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.

  Last updated 2025-10-22

  2

  MIT

• Datris MCP Server

  datris

  A

  license

  -

  quality

  D

  maintenance

  MCP server with 32 tools for ETL ingestion, AI-generated data quality rules, AI transformations, vector search, and natural-language SQL. Works across Postgres, MongoDB, Kafka, S3/MinIO, HashiCorp Vault, and five vector stores (Qdrant, Weaviate, Milvus, Chroma, pgvector).

  Last updated 2026-07-15

  11

  AGPL 3.0

• Database Query MCP

  NewToolAI

  A

  license

  -

  quality

  D

  maintenance

  A versatile tool that enables querying and exporting data from multiple relational databases (MySQL, PostgreSQL, Oracle, SQLite, etc.) in read-only mode for data safety.

  Last updated 2025-06-17

  12

  Apache 2.0

• Latentmachine MCP Server

  Kumagaizo

  A

  license

  -

  quality

  C

  maintenance

  Provides deterministic tools for understanding, transforming, and verifying structured data via MCP, enabling rule inference from examples and verification of transformed records.

  Last updated 2026-07-16

  MIT