"A server for exploring business analysis, market research, and idea validation techniques" matching MCP servers:

• MCP for Stock Market Analysis

  nbx0021

  F

  license

  -Not graded

  quality

  C

  maintenance

  A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.

  Updated 2 months ago (2026-06-20 03:26 UTC)

• data-analysis-mcp

  BACH-AI-Tools

  A

  license

  -Not graded

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

  MIT

• MCP-Server-for-CFD

  DaveFan-NCHC

  F

  license

  A

  quality

  D

  maintenance

  Provides aerodynamic analysis tools through MCP, enabling geometry generation, meshing, CFD solving, and visualization for 2D airfoils.

  Updated 2 months ago (2026-06-15 01:01 UTC)

  7

• mcp-for-kibana

  pedro-angel

  A

  license

  A

  quality

  A

  maintenance

  Enables LLMs to interact with Kibana through composable toolboxes for building dashboards, managing data, and handling alerts, among other operations.

  Updated 2 hours ago (2026-08-23 13:46 UTC)

  16

  Apache 2.0

• mcp-for-metabase

  DominikPollok

  A

  license

  -Not graded

  quality

  D

  maintenance

  A safety-gated Python MCP server for Metabase that lets MCP clients and agents inspect Metabase, run governed queries, and create or maintain dashboards, cards/questions, collections, snippets, permissions, and other Metabase assets through the Metabase REST API.

  Updated 8 days ago (2026-08-15 13:32 UTC)

  GPL 3.0

• MCP Data Analysis Agent

  SomanGaurav

  F

  license

  -Not graded

  quality

  C

  maintenance

  An MCP server that answers natural-language questions over CSV, Excel, and SQL data by providing deterministic tools for loading, profiling, querying, cleaning, statistical analysis, visualization, and reporting. It enables LLMs to plan and interpret while all computation is done exactly through MCP tools.

  Updated 20 days ago (2026-08-03 13:10 UTC)

• 全A解析（QuantAll）MCP Server

  mifochen

  A

  license

  -Not graded

  quality

  B

  maintenance

  A local, fully vectorized computational engine for stock market analysis that enables AI to perform factor calculation, strategy backtesting, IC analysis, and GPU-based multi-dimensional visualization using local DuckDB data.

  Updated a month ago (2026-07-24 05:08 UTC)

  MIT

• FinResearch MCP

  ritam003-roy

  F

  license

  B

  quality

  C

  maintenance

  Enables SEC EDGAR financial research, analysis, valuation, and chart data generation through natural language.

  Updated a month ago (2026-07-23 23:33 UTC)

  24

• Pandas-MCP Server

  meghavarshini-kumareshan

  A

  license

  -Not graded

  quality

  C

  maintenance

  Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through MCP protocol.

  Updated 2 months ago (2026-07-07 22:33 UTC)

  MIT

• csv-eda-mcp

  A-Souhei

  A

  license

  -Not graded

  quality

  B

  maintenance

  An HTTP MCP server for exploring CSV files that masks PII before any code execution, enabling safe data analysis with local or cloud LLMs.

  Updated 12 days ago (2026-08-11 08:17 UTC)

  1

  MIT

• Power BI MCP for Claude

  robertoamoreno

  A

  license

  -Not graded

  quality

  A

  maintenance

  MCP server for Microsoft Power BI and Fabric, enabling Claude to discover workspaces, semantic models, generate and execute DAX queries, and retrieve report metadata via device-code authentication.

  Updated 17 days ago (2026-08-06 18:44 UTC)

  22

  MIT

• Pandas-MCP Server

  marlonluo2018

  A

  license

  A

  quality

  F

  maintenance

  Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through the Model Context Protocol.

  Updated 8 months ago (2025-12-24 14:16 UTC)

  4

  45

  MIT

• mcp-plotting-server

  ericmjl

  A

  license

  A

  quality

  B

  maintenance

  A FastMCP server that turns JSON data into Plotly figures, deployable as an isolated service on Modal. Data goes in as JSON; a validated Plotly figure (JSON) or a rendered PNG comes back over the Model Context Protocol.

  Updated 2 months ago (2026-06-27 19:51 UTC)

  4

  1

  MIT

• math-mcp-learning-server

  clouatre-labs

  A

  license

  A

  quality

  A

  maintenance

  Educational MCP server with 17 tools for mathematical calculations, matrix operations, statistical analysis, and data visualization. Includes persistent workspace, cloud hosting, and safety features like restricted eval.

  Updated 19 hours ago (2026-08-22 20:34 UTC)

  17

  5

  Apache 2.0

• MCP Map Server

  boettiger-lab

  F

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol server that provides a dynamic map interface with tools to add raster/vector layers, control map view, and modify paint properties.

  Updated 7 months ago (2026-01-08 05:26 UTC)

  7

• Qlik MCP Server

  arthurfantaci

  A

  license

  A

  quality

  D

  maintenance

  A comprehensive MCP server that provides complete access to Qlik Sense applications and their detailed information for AI assistants and other MCP clients.

  Updated a year ago (2025-09-28 22:16 UTC)

  9

  14

  MIT

• Jupyter MCP Server

  ChengJiale150

  A

  license

  A

  quality

  D

  maintenance

  AI-powered MCP server for connecting and managing Jupyter Notebooks. Enables interactive code execution, multi-notebook management, and multimodal output for data analysis, visualization, and machine learning.

  Updated 10 months ago (2025-11-01 05:47 UTC)

  12

  9

  MIT

• Power BI MCP Server

  gokulchukka

  F

  license

  A

  quality

  C

  maintenance

  Enables natural-language interaction with Power BI REST API through MCP tools, allowing GenAI applications to access approved business intelligence capabilities and analytics.

  Updated 13 days ago (2026-08-10 12:10 UTC)

  8

• highchart-mcp-server

  hasnaintypes

  F

  license

  A

  quality

  B

  maintenance

  Enables AI assistants and clients to generate Highcharts-based charts with schema validation, export to PNG/SVG/PDF, and natural language to chart conversion.

  Updated 9 days ago (2026-08-14 09:42 UTC)

  2

  1
• 

  mcp-server-questdbofficial

  questdb

  A

  license

  A

  quality

  B

  maintenance

  QuestDB MCP server connects coding agents to a running QuestDB Web Console. The agent gets tools to create notebook cells, run queries, and build charts.

  Updated 9 days ago (2026-08-14 11:31 UTC)

  34

  71

  1

  Apache 2.0