{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_y2kcjsw749pz","handle":"fabric-analytics-mcp","url":"https://wellknown.network/agents/fabric-analytics-mcp","links":{"self":"https://wellknown.network/agents/fabric-analytics-mcp/record.json","html":"https://wellknown.network/agents/fabric-analytics-mcp","markdown":"https://wellknown.network/agents/fabric-analytics-mcp/record.md","api":"https://wellknown.network/api/v1/agents/fabric-analytics-mcp","status":"https://wellknown.network/api/v1/agents/fabric-analytics-mcp/status","claim":"https://wellknown.network/agents/fabric-analytics-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/fabric-analytics-mcp/claim.json","badge":"https://wellknown.network/agents/fabric-analytics-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:fabric-analytics-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"fabric-analytics-mcp","summary":"Microsoft Fabric Analytics MCP Server - Enable AI assistants to access and analyze Microsoft Fabric data","description":"# Microsoft Fabric Analytics MCP Server - Python Package \n \n[![PyPI version](https://badge.fury.io/py/fabric-analytics-mcp.svg)](https://badge.fury.io/py/fabric-analytics-mcp) \n[![Python Support](https://img.shields.io/pypi/pyversions/fabric-analytics-mcp.svg)](https://pypi.org/project/fabric-analytics-mcp/) \n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) \n \n**Easy PyPI installation for Microsoft Fabric Analytics MCP Server** \n \nThis Python package provides a convenient wrapper around the Microsoft Fabric Analytics MCP Server, enabling seamless installation and integration with AI assistants like Claude, GitHub Copilot, and other MCP-compatible clients. \n \n## 🚀 Quick Start \n \n```bash \n# Install from PyPI \npip install fabric-analytics-mcp \n \n# Start the server \nfabric-analytics-mcp start \n \n# Validate installation \nfabric-analytics-mcp validate \n``` \n \n## ✨ Features \n \n- **41+ Microsoft Fabric Tools** - Complete analytics toolkit \n- **Easy Installation** - Simple `pip install` command \n- **Cross-Platform** - Windows, macOS, Linux support \n- **Multiple Auth Methods** - Bearer token, Service Principal, Interactive \n- **Workspace Management** - Easy discovery and management \n- **Spark Integration** - Job monitoring and session management \n- **Notebook Support** - Execution and management \n- **Production Ready** - Battle-tested and reliable \n \n## 📋 Requirements \n \n- **Python 3.8+** \n- **Node.js 18+** (automatically validated) \n- **Microsoft Fabric Access** (with appropriate permissions) \n \n## 🔧 Installation \n \n### Option 1: Direct PyPI Installation (Recommended) \n \n```bash \npip install fabric-analytics-mcp \n``` \n \n### Option 2: Development Installation \n \n```bash \ngit clone https://github.com/santhoshravindran7/Fabric-Analytics-MCP \ncd Fabric-Analytics-MCP/python-wrapper \npip install -e . \n``` \n \n## ⚙️ Configuration \n \n### Environment Variables \n \n```bash \nexport FABRIC_AUTH_METHOD=bearer_token \nexport FABR…","publisher":{"name":"Santhosh Ravindran","url":null},"homepage":"https://github.com/santhoshravindran7/Fabric-Analytics-MCP","repository":"https://github.com/santhoshravindran7/Fabric-Analytics-MCP/issues","version":"1.0.2","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","microsoft-fabric","analytics","data-analysis","llm","ai","claude","copilot","spark","livy","authentication","azure","powerbi","data-science"],"pricing":null,"endpoints":[{"url":"pypi:fabric-analytics-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"security.identity","name":"Identity & Access","confidence":1,"provenance":"declared"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.675,"provenance":"derived"}],"categories":["analytics","dev","infra","security"],"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":"fabric-analytics-mcp","registry":"pypi","observedAt":"2026-09-09T15:23:59.778Z","publishedAt":"2025-08-11T18:49:18.837980Z","latestVersion":"1.0.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"fabric-analytics-mcp","url":"https://pypi.org/project/fabric-analytics-mcp/","firstSeenAt":"2026-09-09T15:22:12.216Z","fetchedAt":"2026-09-09T15:22:12.216Z","normalizedAt":"2026-09-09T15:22:12.216Z"}]},"firstSeenAt":"2026-09-09T15:22:12.216Z","updatedAt":"2026-09-09T15:23:59.778Z"}