MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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@harrybin/visuals-mcpgithub.com/harrybin/visuals-mcpupdated this year
MCP server providing interactive visualizations: tables with TanStack Table, charts with Recharts, image previews, master-detail views, tree views for hierarchical data, and customizable lists
npm MIT -
3D Visualizer: inspect point clouds, meshes and depth data with Python, CLI and MCP
pypi MIT -
visuals-mcpgithub.com/harrybin/visuals-mcpupdated this year
An MCP (Model Context Protocol) server that provides interactive visualizations for AI agents. Display data in rich, interactive formats including tables with TanStack Table, image previews with metadata, master-detail views for browsing collections, tree views for hierarchical data, and customizable lists with drag-and-drop reordering.
NOASSERTION ★ 6 -
datavizgithub.com/SCKelemen/datavizupdated this year
A data visualization MCP Server
NOASSERTION ★ 2 -
echart-mcp-viewgithub.com/SpenserCai/echart-mcp-viewupdated this year
MCP Apps server that turns structured data into interactive ECharts visualizations for AI agents.
MIT ★ 2 -
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
MIT ★ 4,418 -
voyagergithub.com/aerospike/voyagerupdated this year
Voyager is the visual workspace that allows you to visualize your data, test queries, and connect AI agents to your Aerospike cluster
★ 6 -
Beta — Local-first visual data quality tool for Excel/CSV/TSV. Visual canvas, built-in AI assistant, CLI + MCP server. All validation runs on your machine.
Apache-2.0 ★ 3 -
MCP F1 analysis server for Formula 1 telemetry data visualization
pypi MIT License -
data-forge-mcpgithub.com/angrysky56/data-forge-mcpupdated this year
Data-Forge is a Model Context Protocol (MCP) server that transforms any LLM into a powerful Data Science Assistant. It provides a suite of high-performance tools for data loading, cleaning, validation, profiling, feature engineering, and visualization.
MIT ★ 2 -
Self-hosted health data server with visualization dashboard and MCP interface
MIT ★ 24 -
An open-source, AI-powered data engineering workspace for automated SQL/SAS lineage discovery, dependency visualization, column usage analysis, impact assessment, and developer productivity.
Apache-2.0 ★ 2 -
tempcastgithub.com/thanakara/tempcastupdated this year
Deep learning experiment station for weather time-series forecasting, powered by Visual Crossing API data.
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Python/SQLITE3 based project which scrapes data from ATP Rankings website and uses Matplotlib for data visualization. Also updated to include FastAPI and MCP server deployment on render
Apache-2.0 ★ 5 -
MCP server for Microsoft Data Platform projects: lets AI assistants analyse and safely edit semantic models, find where measures are used in PBIR reports, and trace lineage from the SQL source column to the report visual.
MIT ★ 1 -
SMKRV-MCP-Studiogithub.com/SMKRV-MCP-Studio/SMKRV-MCP-Studioupdated this year
Turn your database into an AI-ready data source via MCP (Model Context Protocol). Visual SQL tool builder, multi-DB support, Docker all-in-one image.
NOASSERTION -
The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations
npm LGPL-3.0 ★ 15 -
MCP server that gives LLM agents ~50 tools for exploration-geoscience data: inspection, cleaning, spatial ops, feature engineering, clustering, anomaly detection, and visualization for raster and tabular data.
Apache-2.0 -
mcp-kql-servergithub.com/goal31121/mcp-kql-serverupdated this year
About Kusto and Log Analytics MCP server help you execute a KQL (Kusto Query Language) query within an AI prompt, analyze, and visualize the data.
MIT -
Comprehensive YouTube channel analysis: researches background, creates data visualizations, and generates execution plans.
MIT -
Generate answers & visualizations from your engineering data to track software development health.
★ 1 -
mcp-kql-servergithub.com/4R9UN/mcp-kql-serverupdated this year
Kusto and Log Analytics MCP server help you execute a KQL (Kusto Query Language) query within an AI prompt, analyze, and visualize the data.
MIT ★ 24 -
An MCP gateway for agents, chatbots, and services to interact with services that expose the MOS protocol for newsrooms, media centers, coms centers, and data visualization.
MIT ★ 2 -
magiclane-mcp-serverno update data
The Magic Lane Model Context Protocol (MCP) Server enables any AI agent or application to become a geospatially intelligent assistant, capable of acting as a reliable companion for pedestrians, cyclists, and drivers alike. Built on top of Magic Lane's advanced mapping and routing technology, this TypeScript-based MCP server empowers AI agents to: - Understand and process geospatial data - Interpret user intent in a spatial context - Deliver accurate, contextually relevant navigation guidance By leveraging Magic Lane's global map data and real-time geospatial intelligence, the MCP Server enables deeply personalized navigation and trip-planning experiences through core tools: - Intelligent Search: find addresses, points of interest (POIs), or coordinates with intelligent search capabilities and POI category filtering. - Smart Routing: generate optimized routes between multiple waypoints with support for various transport modes, route preferences, and dynamic POI integration. - Round Trip Planning: create circular routes that start and end at the same location, perfect for jogging routes, cycling loops, or delivery runs. - Reverse Geocoding: convert geographic coordinates into detailed address information including street name, city, state, country, and postal code. - Isochrone Analysis: calculate reachability polygons showing areas accessible within specific time or distance constraints. - Route Visualization: create visual map images of calculated routes, isochrones, and round trips for immediate geographical context and presentation. - Geofence Management: create, manage, and query geographic boundaries for asset monitoring, location-based alerts, and spatial analysis with support for polygons, circles, and rectangles. - Interactive Map: Display an interactive vector tile map directly inside the conversation using MapLibre GL JS and MagicLane vector tiles. Supports location views, route visualization, isochrone overlays, round trip routes, search result markers, geofence areas, and custom coordinate paths — with one or many overlays per map and pan/zoom interactions. The map functionalities can be visualized as high-quality map images through our new beta feature to generate custom map views with markers, bounding boxes, or location-centered areas without route calculation, complementing route visualization for routes, isochrones, and round trips. Together, these capabilities enable AI agents to act as true geospatial copilots - understanding spatial context, anticipating user needs, and optimizing every journey with precision and ease.
smithery -
Manage, analyze, and visualize knowledge graphs with support for multiple graph types including topologies, timelines, and ontologies. Seamlessly integrate with MCP-compatible AI assistants to query and manipulate knowledge graph data. Benefit from comprehensive resource management and version status tracking to enhance your knowledge workflows.
smithery -
codenavgithub.com/ajacobm/codenavupdated this year
Data Science platform for code structure analysis, trace event-action chains through graph queries; perform code diagnostics and more! Notebooks, Force-directed graph visuals; follow your agent as it updates your files.
MIT ★ 1 -
An MCP server to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers who want fast, easy and effective insights into AWS identity risk
★ 1 -
MCP Relational AI Gateway 🚀 An elegant, multi-LLM database assistant & dashboard powered by Model Context Protocol (MCP). Interact with MS SQL Server and PostgreSQL databases using natural language, visualize data with drag-to-zoom interactive charts, and switch seamlessly between Google Gemini, Anthropic Claude
★ 1 -
GRASP — Code architecture visualizer + 150-tool MCP server. Dependency graphs, security scanning, multimodal knowledge graph, ORM tracking, git change impact, graph schema v3. Works with GitHub, GitLab & local dirs. 35 languages. Zero data collection.
NOASSERTION ★ 33 -
csvglowgithub.com/Ratnaditya-J/csvglowupdated this year
Generate beautiful interactive HTML dashboards from CSV/Excel files
MIT ★ 14 -
Visual CLI for agents. Deterministic SVG diagrams, tables, and charts with embedded structured metadata. Zero JavaScript. Renders anywhere markdown does.
Apache-2.0 ★ 61 -
Visual CLI for agents. Generate deterministic SVG diagrams, charts, and tables with embedded structured metadata. Zero JavaScript. Renders anywhere markdown does.
pypi Apache-2.0 -
AI-powered MCP server for generating, validating, and exporting production-ready Highcharts visualizations.
ISC ★ 1 -
chartforge-mcpgithub.com/crawde/chartforge-mcpupdated this year
MCP server for ChartForge — generate stunning charts and diagrams from natural language
npm MIT -
An MCP server that provides architecture insights by creating diagrams of class, service, and data-flow relationships across the codebase.
MIT ★ 2 -
Judge visualization value and turn chart evidence into machine-learning actions.
MIT -
MCP powered Data Analyst to analyze any dataset in Natural Language
MIT -
dbctxgithub.com/dbctx/dbctxupdated this year
The database query and visualization MCP for AI agents like ChatGPT, Claude, Claude Code, Cursor, OpenCode, Antigravity, Kiro.
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Cross-platform visualization MCP for Cortex — host-neutral live activity from Codex, Gemini CLI, Claude Code, and other MCP clients; memory galaxy, execution trace, knowledge graph, consolidation board, and wiki. Read-only, browser-based, with a no-database trace mode.
MIT ★ 5 -
🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.
npm MIT ★ 4,577 -
Desktop GUI for publication-ready scientific plots that exports clean, standalone Matplotlib code instead of a proprietary project file. Pixel-identical preview and export, curve fitting, optional AI assistant. An open-source alternative to Origin.
MIT ★ 3 -
Local MCP for generating charts and graphs
MIT ★ 1 -
izuminokami-kanesadagithub.com/rindrics/izuminokami-kanesadaupdated this year
素読庵
MIT -
frameforgegithub.com/pedroanisio/frameforgeupdated this year
FrameForge aims to be an agent-native visual-authoring tool — one structured, programmable foundation (SDK + MCP) for producing professional visual assets across documents, decks, diagrams, books, and letters today, extending toward UIs, vector graphics, logos, and design systems.
MIT -
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
AGPL-3.0 ★ 92 -
lightdash_mcpgithub.com/poddubnyoleg/lightdash_mcpupdated this year
mcp server for lightdash
MIT ★ 24 -
vega-mcp-servergithub.com/hydrosquall/vega-mcp-serverupdated this year
Custom interactive charts in LLM conversations using MCP Apps
MIT ★ 8 -
MCP server to get real-time weather reports, forecasts, and images from the Central Weather Administration (CWA) of Taiwan
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Open-source Formula 1 Data Lab from The Data Driver: explore, compare and export F1 data from a public API. Non-commercial.
MIT -
plotbase-mcpgithub.com/Avatar-stack/plotbase-mcpupdated this year
PlotBase (Figure Memory) MCP Server - 科研图表档案与 Agent 上下文管理系统 MCP 服务
MIT ★ 3 -
Turn your data into interactive dashboards inside any AI client - MCP Apps powered
npm NOASSERTION ★ 54 -
furlen-mcpgithub.com/amitsha86/furlen-mcpupdated this year
Turn CSV into an animated chart video with Furlen — every figure recomputed from your rows first.
npm MIT -
A Model Context Protocol server for generating charts using QuickChart.io
npm MIT -
Search the Metropolitan Museum of Art collection and retrieve artwork records and open-access images using an MCP server via STDIO or HTTP.
Apache-2.0 -
chartforge-mcpgithub.com/crawde/chartforge-mcpupdated this year
MCP server for ChartForge — generate charts and diagrams from natural language
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A Python toolkit — AI for Science
AGPL-3.0 ★ 85 -
word-cloud-netgithub.com/pilotso11/word-cloud-netupdated this year
MCP server for word-cloud.net — generate word clouds with AI
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PaperPlotHubgithub.com/Trae1ounG/PaperPlotHubupdated this year
面向全球研究人员的开源论文绘图脚本市场 | Open, AI-reviewed marketplace of academic paper plotting scripts for global researchers
MIT ★ 73 -
furlen-mcpgithub.com/amitsha86/furlen-mcpupdated this year
Turn CSV into an animated chart video with Furlen — every figure recomputed from your rows first.
MIT -
A local, account-free MCP server that turns data into clean, presentation-ready charts — design judgment baked into the defaults.
NOASSERTION