{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4kzj6aa8gdc3","handle":"databricks-advanced-mcp","url":"https://wellknown.network/agents/databricks-advanced-mcp","links":{"self":"https://wellknown.network/agents/databricks-advanced-mcp/record.json","html":"https://wellknown.network/agents/databricks-advanced-mcp","markdown":"https://wellknown.network/agents/databricks-advanced-mcp/record.md","api":"https://wellknown.network/api/v1/agents/databricks-advanced-mcp","status":"https://wellknown.network/api/v1/agents/databricks-advanced-mcp/status","claim":"https://wellknown.network/agents/databricks-advanced-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/databricks-advanced-mcp/claim.json","badge":"https://wellknown.network/agents/databricks-advanced-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/databricks-advanced-mcp/history","tools":"https://wellknown.network/api/v1/agents/databricks-advanced-mcp/tools"},"ard":{"identifier":"urn:air::server:databricks-advanced-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"databricks-advanced-mcp","summary":"Advanced MCP server for Databricks workspace intelligence — dependency scanning, impact analysis, notebook review, and job/pipeline operations.","description":"# Databricks Advanced MCP Server\n\n[![Python 3.11+](https://img.shields.io/badge/python-3.11%2B-blue.svg)](https://www.python.org/downloads/)\n[![PyPI](https://img.shields.io/pypi/v/databricks-advanced-mcp.svg)](https://pypi.org/project/databricks-advanced-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)\n[![MCP](https://img.shields.io/badge/MCP-compatible-purple.svg)](https://modelcontextprotocol.io)\n[![CI](https://github.com/henrybravo/databricks-advanced-mcp-server/actions/workflows/ci.yml/badge.svg)](https://github.com/henrybravo/databricks-advanced-mcp-server/actions/workflows/ci.yml)\n[![codecov](https://codecov.io/gh/henrybravo/databricks-advanced-mcp-server/branch/main/graph/badge.svg)](https://codecov.io/gh/henrybravo/databricks-advanced-mcp-server)\n\nAn advanced [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that gives AI assistants deep visibility into your Databricks workspace — 43 tools covering dependency scanning, impact analysis, notebook review, job/pipeline operations, SQL execution, catalog management, compute & warehouse control, and Unity Catalog volumes.\n\n## Features\n\n| Domain | What it does |\n|---|---|\n| **SQL Execution** | Run SQL queries against Databricks SQL warehouses with configurable result limits |\n| **Table Information** | Inspect table metadata, schemas, column details, row counts, and storage info |\n| **Dependency Scanning** | Scan notebooks, jobs, and DLT pipelines to build a workspace dependency graph (DAG) |\n| **Graph Operations** | Build, query, and refresh the workspace dependency graph |\n| **Impact Analysis** | Predict downstream breakage from column drops, schema changes, or pipeline failures |\n| **Notebook Review** | Detect performance anti-patterns, coding standard violations, and suggest optimizations |\n| **Job & Pipeline Ops** | List jobs/pipelines, get run status with error diagnostics, trigger reruns |\n| **Catalog & Schema** | List catalogs, list/describe/create/dr…","publisher":{"name":"Henry Bravo","url":null},"homepage":"https://github.com/henrybravo/databricks-advanced-mcp-server","repository":"https://github.com/henrybravo/databricks-advanced-mcp-server","version":"0.0.7","license":"MIT","protocols":["mcp"],"tags":["aws-databricks","azure-databricks","claude","copilot","databricks","databricks-cloud","fastmcp","mcp","mcp-server"],"pricing":null,"endpoints":[{"url":"pypi:databricks-advanced-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.756,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.733,"provenance":"derived"}],"categories":["data","dev","infra"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"databricks-advanced-mcp","registry":"pypi","observedAt":"2026-09-15T12:25:41.704Z","publishedAt":"2026-03-04T16:30:04.876659Z","latestVersion":"0.0.7"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"databricks-advanced-mcp","url":"https://pypi.org/project/databricks-advanced-mcp/","firstSeenAt":"2026-09-09T13:21:24.869Z","fetchedAt":"2026-09-15T12:24:47.118Z","normalizedAt":"2026-09-15T12:24:47.118Z"}]},"firstSeenAt":"2026-09-09T13:21:24.869Z","updatedAt":"2026-09-15T12:25:41.704Z"}