{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_47efkyagjxb8","handle":"vizro-mcp","url":"https://wellknown.network/agents/vizro-mcp","links":{"self":"https://wellknown.network/agents/vizro-mcp/record.json","html":"https://wellknown.network/agents/vizro-mcp","markdown":"https://wellknown.network/agents/vizro-mcp/record.md","api":"https://wellknown.network/api/v1/agents/vizro-mcp","status":"https://wellknown.network/api/v1/agents/vizro-mcp/status","claim":"https://wellknown.network/agents/vizro-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vizro-mcp/claim.json","badge":"https://wellknown.network/agents/vizro-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:vizro-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vizro-mcp","summary":"MCP server to help create Vizro dashboards and charts","description":"<!-- <a href=\"https://glama.ai/mcp/servers/@mckinsey/vizro\">\n  <img width=\"380\" height=\"200\" src=\"https://glama.ai/mcp/servers/@mckinsey/vizro/badge\" />\n</a> -->\n\n# Vizro-MCP\n\nVizro-MCP is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server, which works alongside an LLM to help you create Vizro dashboards and charts.\n\n<img src=\"docs/assets/images/vizro-mcp.gif\" width=\"600\" alt=\"Vizro-MCP Demo\">\n\nTo find out more, consult the [Vizro-MCP documentation](https://vizro.readthedocs.io/projects/vizro-mcp/).\n\n## Set up Vizro-MCP\n\nVizro-MCP is best used with Claude Desktop, Cursor or VS Code. However, it can be used with most LLM products that enable configuration of MCP server usage.\n\n> 💡 Tip: For best performance, we recommend using the `claude-4-sonnet` model, or another high-performing model of your choice. Using the often offered `auto` setting may lead to inconsistent or unexpected results.\n\nOur documentation offers separate, detailed steps for [Claude Desktop](https://vizro.readthedocs.io/projects/vizro-mcp/en/latest/pages/guides/set-up-vizro-mcp-with-claude/), [Cursor](https://vizro.readthedocs.io/projects/vizro-mcp/en/latest/pages/guides/set-up-vizro-mcp-with-cursor/) and [VS Code](https://vizro.readthedocs.io/projects/vizro-mcp/en/latest/pages/guides/set-up-vizro-mcp-with-vscode/).\n\n### Basic configuration\n\nThe following is for those familiar with MCP server setup who are comfortable with basic configuration settings. You must have downloaded and installed the LLM app you want to configure and use as a MCP host.\n\n<details>\n<summary><strong>Quick setup for Vizro-MCP using uv</strong></summary>\n\nYou must first install [uv](https://docs.astral.sh/uv/getting-started/installation/).\n\nNext, open a terminal window and type `uv` to confirm that is available. To get the path to `uvx`, type the following:\n\n```shell\nwhich uv\n```\n\nCopy the path returned, and add the following to the JSON file used to configure MCP servers for your LLM app. Be sure to su…","publisher":{"name":"Vizro Team","url":null},"homepage":null,"repository":null,"version":"0.1.4","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:vizro-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.802,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.791,"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":"vizro-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:15.315Z","publishedAt":"2026-02-04T08:25:31.851641Z","latestVersion":"0.1.4"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"vizro-mcp","url":"https://pypi.org/project/vizro-mcp/","firstSeenAt":"2026-09-10T15:23:46.296Z","fetchedAt":"2026-09-10T15:23:46.296Z","normalizedAt":"2026-09-10T15:23:46.296Z"}]},"firstSeenAt":"2026-09-10T15:23:46.296Z","updatedAt":"2026-09-10T15:25:15.315Z"}