"Startups in AI, Large Language Models, and AI Agents" matching MCP servers:

• ResearchStat AI

  flupke91

  A

  license

  -

  quality

  A

  maintenance

  Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.

  Updated 8 days ago (2026-08-07 08:27 UTC)

  MIT

• napkin-ai-mcp

  LouisChanCLY

  A

  license

  A

  quality

  B

  maintenance

  An unofficial MCP server for generating infographics and visuals from text using the Napkin AI API, enabling AI assistants to create professional diagrams, mindmaps, and charts.

  Updated 3 months ago (2026-05-05 10:21 UTC)

  7

  54

  11

  MIT

• mermaid-ai-links MCP

  Async23

  A

  license

  A

  quality

  A

  maintenance

  Enables AI hosts to generate and open Mermaid diagram links in Markdown files, providing tools for syncing, listing, and injecting diagrams via the Mermaid.ai editor.

  Updated 2 days ago (2026-08-13 06:55 UTC)

  4

  MIT

• ai-cad-workbench

  redmaplewww

  A

  license

  -

  quality

  C

  maintenance

  MCP server for AI-driven CAD operations, enabling parametric modeling, build, inspection, measurement, rendering, and diff comparison with STEP, DXF, and GLB export.

  Updated 3 days ago (2026-08-12 02:01 UTC)

  MIT

• AI-Kline MCP Server

  QuantMLResearch

  F

  license

  -

  quality

  F

  maintenance

  MCP server for A-share stock technical analysis and AI prediction, enabling LLM-based interaction to analyze stocks.

  Updated a year ago (2025-08-06 02:37 UTC)

  340

• powerbi-ai-mcp

  r9drig-tech

  F

  license

  -

  quality

  C

  maintenance

  Enables controlling Power BI with AI through natural language commands for creating DAX measures, explaining metrics, suggesting KPIs, and organizing models.

  Updated 2 months ago (2026-06-19 12:43 UTC)

• AI Diagram Maker MCP Server

  erajasekar

  A

  license

  A

  quality

  F

  maintenance

  MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.

  Updated 3 months ago (2026-05-04 04:45 UTC)

  5

  49

  8

  MIT

• metabase-mcp-agents

  nchgn

  A

  license

  -

  quality

  D

  maintenance

  MCP server for Metabase that gives AI agents full access to query, explore, and manage content in your Metabase instance.

  Updated 5 months ago (2026-03-24 20:23 UTC)

  7

  1

  MIT

• survey-builder-ai-mcp

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Enables creating surveys, validating questions, collecting responses, and generating analysis reports.

  Updated 19 days ago (2026-07-26 22:42 UTC)

  5

  MIT

• ai-mcp-chart-vis

  yanbober

  F

  license

  -

  quality

  D

  maintenance

  Enables AI clients to generate over 26 chart types via MCP, automatically starting a private rendering service.

  Updated 5 months ago (2026-03-07 04:02 UTC)

  1

• AI Race Engineer

  fayazhussain2821

  A

  license

  B

  quality

  B

  maintenance

  MCP server that provides F1 telemetry analysis, tyre degradation modeling, and pit strategy recommendations, delivering race engineer-style calls grounded in real data. It exposes tools for degradation fits, fuel correction, and strategy reasoning via LangGraph.

  Updated 4 days ago (2026-08-10 18:34 UTC)

  4

  MIT

• AI Sales Analytics MCP Server

  Abhishek-Maheshwari-778

  F

  license

  -

  quality

  C

  maintenance

  Automates sales data analysis by cleaning CSV, generating AI insights, creating interactive HTML dashboards, exporting PDF reports, and emailing them, all via MCP tools and multi-model AI fallback.

  Updated 2 months ago (2026-06-04 16:19 UTC)

  1

• Viz MCP Server

  ceeyang-ai

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.

  Updated 2 months ago (2026-06-18 19:20 UTC)

  5

  MIT
• 

  sheepit-mcpofficial

  sheepit-ai

  A

  license

  A

  quality

  B

  maintenance

  MCP server that lets Claude, Cursor, or any MCP-compatible client drive Sheepit projects — enabling campaign management, destination configuration, dashboard creation, and insights queries directly from a chat interface.

  Updated 2 months ago (2026-06-22 01:30 UTC)

  40

  13

  1

  MIT
• 

  HumanDesign.ai MCPofficial

  humandesignai

  A

  license

  -

  quality

  C

  maintenance

  Enables AI assistants to generate and render individual and composite Human Design charts, explore authorized chart and library data, and manage account usage and Website Builder projects with secure OAuth and entitlement filtering.

  Updated 7 days ago (2026-08-07 15:55 UTC)

  1

  MIT
• 

  nveilofficial

  nveil-ai

  A

  license

  -

  quality

  A

  maintenance

  AI-powered data visualization MCP server that generates publication-ready charts from natural language descriptions while keeping data local.

  Updated 2 months ago (2026-06-05 14:26 UTC)

  2

  AGPL 3.0

• aspicio-dxf-viewer

  frontsail-ai

  A

  license

  -

  quality

  A

  maintenance

  Opens, inspects, and renders DXF/CAD drawings for AI agents: describe_dxf returns structured facts (layers with actual drawn colors, units, bounds, text content) and render_dxf returns PNG images. On MCP Apps hosts like ChatGPT and Claude, view_dxf opens an interactive in-chat viewer with pan, zoom, and layer toggles.

  Updated 4 days ago (2026-08-11 12:37 UTC)

  3

  MIT

• excalidraw-mcp

  maaker-ai

  A

  license

  -

  quality

  C

  maintenance

  Generate 25+ types of hand-drawn Excalidraw diagrams - flowcharts, sequence, architecture, mind maps, ER, UML, kanban, bar/line/radar charts - from structured input with Sugiyama auto-layout and CJK support. Reads and modifies .excalidraw files, exports SVG. Python, local, no API keys required.

  Updated 8 days ago (2026-08-07 03:59 UTC)

  3

  MIT

• agentsumo-mcp

  urban-ai-institute

  A

  license

  A

  quality

  A

  maintenance

  Enables interactive design, execution, and analysis of SUMO traffic simulations through natural language, providing tools for scenario generation, policy experimentation, result analysis, and visualization.

  Updated 2 months ago (2026-06-17 10:00 UTC)

  26

  8

  MIT

• data-analysis-mcp

  BACH-AI-Tools

  A

  license

  -

  quality

  D

  maintenance

  Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.

  Updated 8 months ago (2025-12-04 05:35 UTC)

  MIT