"A guide to building a website" matching MCP servers:

• 奇黄&智草MCP医疗助手

  AiLMe-AI

  A

  license

  -

  quality

  D

  maintenance

  MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

  Last updated 2025-04-29

  6

  Apache 2.0

• Meditation Guide AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Meditation Guide AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  10

  MIT

• 全A解析（QuantAll）MCP Server

  mifochen

  A

  license

  -

  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.

  Last updated 2026-07-24

  MIT

• essetech-ai-readiness-mcp

  seppez89

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to assess a small business's AI readiness (0–100 score), suggest tailored AI use cases, describe Essetech's services, and book a free consultation.

  Last updated 2026-06-12

  4

  7

  MIT
• 

  @runapi.ai/flux-2-mcpofficial

  runapi-ai

  A

  license

  A

  quality

  A

  maintenance

  RunAPI MCP server for the Flux 2 model line. Create tasks, poll their status, and check pricing through a single RunAPI API key.

  Last updated 2026-07-31

  5

  221

  Apache 2.0

• AI Model Advisor MCP Server

  Semicolon-D

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to discover, compare, and select the best AI models across multiple providers based on pricing, performance, and capabilities, with real-time cost estimation and benchmarking.

  Last updated 2026-07-04

  9

  44

  MIT

• T-Invest MCP Server

  nonnname

  A

  license

  A

  quality

  D

  maintenance

  Enables interaction with the T-Invest (Tinkoff Investments) API to manage investment portfolios, access market analytics, and retrieve technical analysis data. It supports executing trading operations, including placing and canceling market or stop orders, with optional confirmation workflows.

  Last updated 2026-05-18

  25

  MIT

• imagen-4-mcp

  runapi-ai

  A

  license

  A

  quality

  A

  maintenance

  RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status, and check pricing through a single RunAPI API key.

  Last updated 2026-07-31

  5

  175

  Apache 2.0
• 

  云启智联 MCP Serverofficial

  yunqi-zhilian

  A

  license

  A

  quality

  C

  maintenance

  让支持 MCP 的 AI 客户端直接调用票据识别能力，包括银行回单、对账单、增值税发票等解析。

  Last updated 2026-06-19

  5

  MIT

• z-image-mcp

  runapi-ai

  A

  license

  B

  quality

  A

  maintenance

  Enables text-to-image generation using Z Image models via RunAPI, with task management and pricing lookup.

  Last updated 2026-07-31

  3

  200

  Apache 2.0

• Ad Copy AI MCP

  CSOAI-ORG

  A

  license

  B

  quality

  A

  maintenance

  Ad Copy AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-08-01

  9

  11

  MIT

• @runapi.ai/veo-3-1-mcp

  runapi-ai

  A

  license

  B

  quality

  A

  maintenance

  MCP server for Veo 3.1 video generation models, enabling task creation (extend, text-to-video, upscale), status polling, and pricing checks via RunAPI.

  Last updated 2026-07-31

  6

  209

  1

  Apache 2.0

• QA Copilot AI

  Sham-coder16

  F

  license

  B

  quality

  B

  maintenance

  MCP server for AI-powered QA analysis. It enables analyzing test failures, identifying root causes, suggesting fixes, classifying defects, detecting flaky tests, and generating test cases and bug reports.

  Last updated 2026-07-31

  10
• 

  polydev-aiofficial

  polydev-ai

  A

  license

  -

  quality

  D

  maintenance

  Queries multiple AI models simultaneously (GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1) via a single API call to provide diverse expert perspectives and consensus recommendations.

  Last updated 2026-01-29

  MIT

• T-IA Connect (Siemens TIA

  feelautom

  A

  license

  -

  quality

  D

  maintenance

  Industrial-grade MCP server for Siemens TIA Portal (V17–V21). 120+ tools for PLC programming: create blocks (FB/FC/OB/DB), manage tags, compile, download, and simulate with PLCSim Advanced. On-premise, sovereign-AI compatible.

  Last updated 2026-03-16

  14

  MIT

• @cyanheads/mcp-ts-core

  cyanheads

  A

  license

  -

  quality

  A

  maintenance

  A TypeScript framework for building MCP servers with declarative tool, resource, and prompt definitions, built-in auth, multi-backend storage, and observability.

  Last updated 2026-08-02

  13,271

  148

  Apache 2.0

• Vertex AI Search MCP Server

  hi120ki

  A

  license

  -

  quality

  C

  maintenance

  Enables integration with Google Cloud Vertex AI Search for enterprise search capabilities through a stdio-based MCP server.

  Last updated 2025-07-29

  MIT

• AI API MCP Server

  physics91

  A

  license

  -

  quality

  D

  maintenance

  A FastMCP-based Model Context Protocol (MCP) server that provides unified access to multiple AI APIs including OpenAI GPT, Google Gemini, Anthropic Claude, and xAI Grok.

  Last updated 2025-08-07

  14

  MIT

• phone-a-friend-mcp-server

  abhishekbhakat

  A

  license

  -

  quality

  C

  maintenance

  Enables AI-to-AI consultation for critical thinking and complex reasoning via OpenRouter, allowing one AI to delegate tasks to another AI model.

  Last updated 2025-07-01

  10

  MIT

• mcp-ai-briefing

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Provides AI agents with up-to-date briefings on AI tools, models, and industry developments, enabling them to stay current by querying recent releases, news, and timelines.

  Last updated 2026-08-04

  13

  MIT