"Interfacing with Generative AI Tools" matching MCP servers:

• Generative UI MCP

  op7418

  A

  license

  A

  quality

  D

  maintenance

  Provides AI models with structured design guidelines and system prompts for creating consistent, high-quality interactive visualizations like charts, diagrams, and mockups. It enables on-demand loading of UI specifications to optimize token usage while ensuring visually polished and functional widget generation.

  Last updated 2026-03-16

  1

  35

  56

  MIT

• SQL Generative MCP

  Denuwanhh

  A

  license

  A

  quality

  B

  maintenance

  Enables natural language querying of PostgreSQL databases under read-only mode, returning results as structured XML.

  Last updated 2026-06-14

  1

  MIT

• Generative-UI-MCP

  fergusalveolar205

  A

  license

  -

  quality

  C

  maintenance

  Enables AI models to generate interactive visuals including charts, diagrams, UI mockups, and SVG graphics from plain text prompts. This Windows-based MCP server serves as an intermediary to bridge AI tools with visual output capabilities.

  Last updated 2026-06-28

  35

  MIT

• AI Agent with MCP

  moises-paschoalick

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  license

  -

  quality

  D

  maintenance

  Enables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.

  Last updated 2025-06-27

  14

  2

  MIT

• AI Developer Tools MCP Server

  grzetich

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  license

  B

  quality

  D

  maintenance

  Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.

  Last updated 2026-01-09

  4

  1

  MIT

• MCP CSV Analysis with Gemini

  falahgs

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2

• CSV Tools AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  CSV Tools AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-26

  6

  MIT

• PDF Tools AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  PDF Tools AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-26

  6

  MIT

• With-MCP

  janwilmake

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  license

  -

  quality

  D

  maintenance

  Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.

  Last updated 2025-10-26

  25

  34

  MIT

• MCP Dynamic Tools

  Positronic-AI

  A

  license

  B

  quality

  D

  maintenance

  A dynamic MCP server that automatically discovers Python files in a directory and exposes them as tools to any MCP-compatible AI client, allowing users to easily create and deploy custom AI tools.

  Last updated 2025-06-11

  1

  MIT

• Database Tools for Claude AI

  elber-code

  A

  license

  B

  quality

  D

  maintenance

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  3

  4

  MIT

• AI Content Detector

  BACH-AI-Tools

  A

  license

  B

  quality

  D

  maintenance

  Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.

  Last updated 2025-12-07

  1

  MIT

• Jina AI MCP Tools

  PsychArch

  A

  license

  C

  quality

  A

  maintenance

  Integrates Jina AI Search Foundation APIs to provide web page content extraction and search capabilities. It supports automatic pagination, result caching, and both standard and VIP search endpoints for enhanced information retrieval.

  Last updated 2026-04-05

  1

  622

  42

  MIT
• 

  Agent Toolsofficial

  AtmaticAI

  A

  license

  -

  quality

  C

  maintenance

  Provides deterministic tools for transforming, formatting, and inspecting structured data for AI agents.

  Last updated 2026-02-10

  8

  18

  Apache 2.0

• TurboQuant Tools

  FreezeVII

  A

  license

  -

  quality

  C

  maintenance

  MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant + QJL), with tools to compress, decompress, estimate savings, and embed+compress vectors.

  Last updated 2026-06-21

  MIT

• Excel Tools MCP

  glosc-ai

  A

  license

  -

  quality

  D

  maintenance

  An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.

  Last updated 2026-01-27

  MIT

• openclaw-tools-mcp

  haliphax-ai

  A

  license

  -

  quality

  F

  maintenance

  Exposes OpenClaw tools (web search, page fetching, browser automation, PDF analysis, messaging, inter-agent communication, Canvas) as MCP tools for ACP agents.

  Last updated 2026-03-27

  1

  The Unlicense

• MCP Outlook Tools

  wmoto-ai

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that enables AI assistants to interact with Microsoft Outlook for calendar management, email operations, and search functionality.

  Last updated 2026-02-28

  12

  MIT

• MCP Research Tools

  hippogriff-ai

  A

  license

  -

  quality

  D

  maintenance

  Local-first MCP server that gives Claude Code web search, page reading, video transcription, and image analysis — without paid API keys. Runs SearXNG + whisper.cpp natively on Apple Silicon for zero-cost, low-latency research workflows.

  Last updated 2026-02-16

  MIT

• Chat with Blender

  Akerdogmus

  A

  license

  -

  quality

  -

  maintenance

  Enables AI assistants to control Blender 3D modeling and rendering through natural language commands via the Model Context Protocol.

  Last updated 2026-02-04

  MIT