{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_m4bs454mzxne","handle":"lightdash-mcp","url":"https://wellknown.network/agents/lightdash-mcp","links":{"self":"https://wellknown.network/agents/lightdash-mcp/record.json","html":"https://wellknown.network/agents/lightdash-mcp","markdown":"https://wellknown.network/agents/lightdash-mcp/record.md","api":"https://wellknown.network/api/v1/agents/lightdash-mcp","status":"https://wellknown.network/api/v1/agents/lightdash-mcp/status","claim":"https://wellknown.network/agents/lightdash-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/lightdash-mcp/claim.json","badge":"https://wellknown.network/agents/lightdash-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/lightdash-mcp/history","tools":"https://wellknown.network/api/v1/agents/lightdash-mcp/tools"},"ard":{"identifier":"urn:air::server:lightdash-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"lightdash-mcp","summary":"Model Context Protocol (MCP) server for Lightdash analytics platform","description":"# Lightdash MCP Server\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![MCP](https://img.shields.io/badge/MCP-compatible-green.svg)](https://modelcontextprotocol.io/)\n[![PyPI](https://img.shields.io/pypi/v/lightdash-mcp.svg)](https://pypi.org/project/lightdash-mcp/)\n[![GitHub stars](https://img.shields.io/github/stars/poddubnyoleg/lightdash_mcp)](https://github.com/poddubnyoleg/lightdash_mcp/stargazers)\n\n> Connect Claude, Cursor, and other AI assistants to your Lightdash analytics using the Model Context Protocol (MCP).\n\nA Model Context Protocol (MCP) server for interacting with [Lightdash](https://www.lightdash.com/), enabling LLMs to discover data, create charts, and manage dashboards programmatically.\n\n## Features\n\nThis MCP server provides a comprehensive set of tools for the full data analytics workflow:\n\n*   **Discovery**: Explore data catalogs, find tables/explores, and understand schemas\n*   **Querying**: Execute queries with full filter, metric, and aggregation support\n*   **Chart Management**: Create, read, update, and delete charts with complex visualizations\n*   **Dashboard Management**: Build and manage dashboards with tiles, filters, and layouts\n*   **Resource Organization**: Create and manage spaces for content organization\n\n## Installation\n\n### Prerequisites\n\n*   Python 3.10+\n*   A Lightdash instance (Cloud or self-hosted)\n*   Lightdash Personal Access Token (obtain from your Lightdash profile settings)\n\n### Quick Start with pip (Recommended)\n\n```bash\npip install lightdash-mcp\n```\n\n### Quick Start with uvx\n\n```bash\nuvx lightdash-mcp\n```\n\n### Quick Start with pipx\n\n```bash\npipx run lightdash-mcp\n```\n\n### Install from Source\n\n```bash\ngit clone https://github.com/poddubnyoleg/lightdash_mcp.git\ncd lightdash_mcp\npip install .\n```\n\n### Google Cloud IAP Support\n\nIf your Lightdash instance is …","publisher":null,"homepage":"https://github.com/poddubnyoleg/lightdash_mcp","repository":"https://github.com/poddubnyoleg/lightdash_mcp","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:lightdash-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"}},"derived":{"capabilities":[{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["analytics","dev"],"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":"lightdash-mcp","registry":"pypi","observedAt":"2026-10-28T08:28:19.334Z","publishedAt":"2026-03-10T20:37:21.104077Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"lightdash-mcp","url":"https://pypi.org/project/lightdash-mcp/","firstSeenAt":"2026-09-09T23:25:26.560Z","fetchedAt":"2026-10-28T08:27:50.337Z","normalizedAt":"2026-10-28T08:27:50.337Z"}]},"firstSeenAt":"2026-09-09T23:25:26.560Z","updatedAt":"2026-10-28T08:28:19.334Z"}