{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_8xx6pu326wzr","handle":"viz-mcp","url":"https://wellknown.network/agents/viz-mcp","links":{"self":"https://wellknown.network/agents/viz-mcp/record.json","html":"https://wellknown.network/agents/viz-mcp","markdown":"https://wellknown.network/agents/viz-mcp/record.md","api":"https://wellknown.network/api/v1/agents/viz-mcp","status":"https://wellknown.network/api/v1/agents/viz-mcp/status","claim":"https://wellknown.network/agents/viz-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/viz-mcp/claim.json","badge":"https://wellknown.network/agents/viz-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:viz-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"viz-mcp","summary":"MCP server for data visualization from tracking-mcp","description":"# viz-mcp\n\n[![PyPI version](https://img.shields.io/pypi/v/viz-mcp.svg)](https://pypi.org/project/viz-mcp/)\n[![Python Version](https://img.shields.io/pypi/pyversions/viz-mcp.svg)](https://pypi.org/project/viz-mcp/)\n[![License](https://img.shields.io/github/license/mindfullabai/viz-mcp.svg)](https://github.com/mindfullabai/viz-mcp/blob/main/LICENSE)\n[![Downloads](https://img.shields.io/pypi/dm/viz-mcp.svg)](https://pypi.org/project/viz-mcp/)\n[![GitHub stars](https://img.shields.io/github/stars/mindfullabai/viz-mcp.svg)](https://github.com/mindfullabai/viz-mcp/stargazers)\n\n**Data visualization MCP server with auto-chart generation and multi-chart dashboards.**\n\nAutomatically generate interactive charts, heatmaps, and comprehensive dashboards from any data structure. Auto-detects optimal chart type, generates insights, and outputs self-contained HTML or PNG files.\n\n## Features\n\n- **Auto-Detection**: Automatically selects optimal chart type from data structure\n- **Multiple Chart Types**: Line, bar, pie, table, metric displays\n- **Interactive Visualizations**: Self-contained HTML with Plotly (no internet required)\n- **Static Charts**: High-quality PNG exports with Matplotlib\n- **Multi-Chart Dashboards**: Combine multiple charts in single HTML file\n- **AI-Generated Insights**: Automatic data analysis and observations\n- **Chart Management**: List and delete generated charts\n- **Flexible Input**: Accepts dict, list, nested structures\n- **Zero Configuration**: Works out of the box with sensible defaults\n\n## Installation\n\n### From PyPI (when published)\n\n```bash\npip install viz-mcp\n```\n\n### From Source\n\n```bash\ngit clone https://github.com/mariomosca/viz-mcp.git\ncd viz-mcp\npip install -e .\n```\n\n## Quick Start\n\n### Claude Desktop Configuration\n\nAdd to your Claude Desktop MCP settings (`~/Library/Application Support/Claude/claude_desktop_config.json` on macOS):\n\n```json\n{\n  \"mcpServers\": {\n    \"viz\": {\n      \"command\": \"viz-mcp\",\n      \"env\": {\n        \"EXPORT_DIR\": \"/path/to/ex…","publisher":null,"homepage":null,"repository":null,"version":"1.0.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:viz-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"}},"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":"viz-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:15.197Z","publishedAt":"2026-01-16T14:52:25.066607Z","latestVersion":"1.0.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"viz-mcp","url":"https://pypi.org/project/viz-mcp/","firstSeenAt":"2026-09-10T15:23:46.054Z","fetchedAt":"2026-09-10T15:23:46.054Z","normalizedAt":"2026-09-10T15:23:46.054Z"}]},"firstSeenAt":"2026-09-10T15:23:46.054Z","updatedAt":"2026-09-10T15:25:15.197Z"}