"Using Solana RPC and gRPC Functions for Advanced Operations" matching MCP servers:

• Axiom Advanced Math MCP

  tufantunc

  A

  license

  A

  quality

  C

  maintenance

  Provides an MCP server exposing compute, verify, and plot tools backed by Giac/Xcas for exact symbolic and numerical mathematics, enabling LLMs to solve calculus, algebra, geometry, and more with verified results.

  Updated 12 days ago (2026-08-11 07:24 UTC)

  3

  849

  1

  GPL 3.0

• Google Sheets Advanced MCP

  vic08

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables AI assistants to fully control Google Sheets, including charts, pivot tables, formulas, formatting, and analytics, beyond basic read/write operations.

  Updated 5 months ago (2026-04-07 00:09 UTC)

  11

  MIT

• mcp-for-kibana

  pedro-angel

  A

  license

  A

  quality

  B

  maintenance

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

  Updated 17 hours ago (2026-08-22 20:58 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-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 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)

• 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

• KPI Monitoring MCP Server

  Safae-az

  F

  license

  -Not graded

  quality

  B

  maintenance

  MCP server providing data analytics tools for AI agents to load, clean, analyze data, generate charts and dashboards.

  Updated 2 months ago (2026-06-27 17:56 UTC)

• OmniData MCP

  MostafaAI10

  A

  license

  A

  quality

  B

  maintenance

  A unified Model Context Protocol server for data engineering and analytics that lets LLM clients query, profile, transform, and visualize data using DuckDB and PySpark, while keeping raw data out of the model's context through read-only, bounded, and audited operations.

  Updated 11 days ago (2026-08-12 22:19 UTC)

  4

  8

  1

  MIT

• gemini-diagram-mcp

  arunsanna

  A

  license

  A

  quality

  D

  maintenance

  MCP server for generating diagrams, charts, and visualizations using Gemini image generation on Vertex AI. Supports auto-detection of diagram types, multiple style modes, and iterative refinement.

  Updated 3 months ago (2026-05-27 22:37 UTC)

  3

  16

  1

  MIT

• elk-mcp

  cocrates

  A

  license

  A

  quality

  C

  maintenance

  A graph layout server that computes node coordinates and edge paths from structure using elkjs, enabling agents to offload layout calculations without rendering.

  Updated a month ago (2026-07-28 14:28 UTC)

  5

  19

  Apache 2.0

• ShapeWords MCP

  kirrrr-2423

  A

  license

  A

  quality

  B

  maintenance

  Universal MCP server for generating word clouds using ShapeWords, enabling creation of SVG, JSON, or PNG word clouds from text with extensive customization options.

  Updated 3 months ago (2026-06-05 07:10 UTC)

  3

  39

  MIT

• Canvas-MCP

  jdlongmire

  F

  license

  A

  quality

  D

  maintenance

  Render hierarchical system diagrams as PNGs from YAML definitions using a four-level ontology of networks, factories, machines, and nodes.

  Updated 6 months ago (2026-02-09 12:06 UTC)

  4

• ASCII Table MCP Server

  dhammawatthumpra-coder

  A

  license

  A

  quality

  B

  maintenance

  MCP server for generating properly aligned ASCII, Unicode box-drawing, and Markdown tables, with correct width measurement for Thai, Pali, and CJK characters using wcwidth.

  Updated 2 months ago (2026-06-10 13:34 UTC)

  7

  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 4 months ago (2026-05-05 10:21 UTC)

  7

  35

  11

  MIT

• mcp-highcharts

  austenstone

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to render interactive Highcharts visualizations directly within VS Code chat conversations. It supports over 17 chart types with GitHub Primer styling and advanced features like drilldown and WebGL rendering.

  Updated a month ago (2026-07-25 20:52 UTC)

  6

  126

  MIT

• FastMCP Science Demo

  HEP-KE

  F

  license

  A

  quality

  C

  maintenance

  Exposes science functions like generating random points and plotting sine waves as MCP tools.

  Updated a month ago (2026-07-28 13:22 UTC)

  2

• Excel MCP Server

  mbeps

  A

  license

  B

  quality

  C

  maintenance

  Enables LLMs to work with Excel and CSV files through structured tools for workbook operations, formatting, charts, ETL, analysis, and more.

  Updated 3 months ago (2026-05-27 19:51 UTC)

  69

  2

  MIT

• Markdown3D MCP Server

  MushroomFleet

  F

  license

  B

  quality

  D

  maintenance

  Transforms markdown documents into immersive 3D visualizations using semantic analysis and spatial layout, enabling navigable knowledge structures.

  Updated 5 months ago (2026-04-07 17:37 UTC)

  7

  2

• MCP MS SQL Server

  SerenaHangSinclair

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server for Microsoft SQL Server that provides tools for database operations, data analysis, and visualization generation.

  Updated a year ago (2025-08-06 21:48 UTC)

  8

  MIT