"namespace:io.github.WellApp-ai" matching MCP servers:

• Hi-AI

  su-record

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  A

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  A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.

  Last updated 2026-01-10

  35

  35

  3

  MIT

• Rakit UI AI

  madebyaris

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  security

  A

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  Enables AI assistants to present multiple UI component designs in a browser for visual selection, with AI-powered design generation using MiniMax-M2.1 from natural language prompts or manual HTML input.

  Last updated 2026-02-02

  1

  5

  4

  MIT

• Hi-AI

  ssdeanx

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  AI development assistant with 36 specialized tools for memory management, code analysis, project planning, and problem-solving through natural language interactions in Korean and English.

  Last updated 2025-12-25

  36

  3

  MIT
• 

  Debugg AI MCPofficial

  debugg-ai

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  security

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  Debugg AI MCP

  Last updated 2026-04-16

  1

  116

  59

  Apache 2.0

• AI Content Detector

  BACH-AI-Tools

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  security

  A

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  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

• spring-ai-playground

  spring-ai-community

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  security

  A

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  Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.

  Last updated 2026-04-14

  102

  Apache 2.0

• Todo for AI MCP Server

  todo-for-ai

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  security

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  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  4

  Apache 2.0

• GEO Analysis for AI SEO

  houtini-ai

  A

  security

  A

  license

  B

  quality

  GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.

  Last updated 2026-04-16

  2

  17

  17

  MIT

• Vectra AI MCP Server

  vectra-ai-research

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  security

  A

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  Connects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.

  Last updated 2025-11-14

  23

  4

  MIT

• AI-Collab-Memory

  sodam-ai

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  security

  A

  license

  A

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  An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.

  Last updated 2026-03-02

  7

  3

  MIT

• Agentic AI System with MCP

  pratyush-usc-mba

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  security

  F

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  Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.

  Last updated 2025-09-20
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  WebScraping-AI MCP Serverofficial

  webscraping-ai

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  security

  F

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  Interact with WebScraping.AI API for web data extraction and scraping

  Last updated 2025-11-24

  7

  22

  41

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

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  security

  A

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  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• ai-compliance-monitor

  vdineshk

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  security

  F

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  Maps AI agent behavior to regulatory obligations across EU AI Act, Singapore IMDA Agentic AI Framework, and Colorado AI Act. Checks compliance status and generates regulatory reports.

  Last updated 2026-04-10
• 

  Quickchat AI MCP serverofficial

  quickchatai

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  A

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  Allows users to integrate their custom Quickchat AI Agents into various AI applications (Claude Desktop, Cursor, VS Code, etc.) through the Model Context Protocol, enabling AI-to-AI interactions.

  Last updated 2026-03-24

  23

  MIT

• Azure AI Agent Service + Azure

  0lovesakura0

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  security

  F

  license

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  Enables Claude Desktop to search private documents using Azure AI Search and perform web searches with Bing, providing AI-enhanced results with source citations through Azure AI Agent Service or direct Azure AI Search integration.

  Last updated 2025-11-19

• Squad AI

  the-basilisk-ai

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  security

  F

  license

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  Squad AI

  Last updated 2026-04-17

  458

  2

• scan-your-ai-toolkit

  sakthivelchan89

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  security

  F

  license

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  Open-source AI governance toolkit. MCP servers & CLIs for scanning, auditing, and managing your AI environment

  Last updated 2026-04-06

• Multi-AI MCP Server for Claude

  RaiAnsar

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  security

  A

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  Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.

  Last updated 2025-09-03

  141

  MIT

• Omics AI MCP Server

  mfiume

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  security

  A

  license

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  Enables AI agents to conversationally interact with genomics research networks for data analysis and discovery across multiple Omics AI Explorer platforms. It provides tools for exploring data collections, examining table schemas, and executing SQL queries against datasets like Viral AI and Neuroscience AI.

  Last updated 2025-06-20

  6

  MIT

• AI Survey Creator MCP Server

  feedbk-ai

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  security

  A

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  MCP server for creating AI-moderated interviews and surveys, deployable with shareable links

  Last updated 2026-01-31

  2

  MIT

• Vercel AI SDK MCP Server

  chiziuwaga

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  security

  F

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  Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamText, UI generation) to AI development environments like Cursor, designed to work in orchestration with other MCP servers for multi-step AI workflows.

  Last updated 2025-04-12

• Buu AI MCP Server

  Buu-AI

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  security

  A

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  Buu AI MCP Server

  Last updated 2025-04-30

  13

  MIT

• ZeroTrusted ai PII Detection

  www-zerotrusted-ai

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  security

  F

  license

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  ZeroTrusted ai PII Detection

  Last updated 2025-05-30

• AI Customer Support Bot - MCP

  ChiragPatankar

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  security

  A

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  A Model Context Protocol (MCP) server that provides AI-powered customer support using Cursor AI and Glama.ai integration.

  Last updated 2025-08-24

  3

  MIT

• AI Customer Support Bot - MCP

  ChiragPatankar

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  security

  A

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  A Model Context Protocol (MCP) server that provides AI-powered customer support using Cursor AI and Glama.ai integration.

  Last updated 2025-08-24

  3

  MIT

• ZeroTrusted-ai PII Detection

  www-zerotrusted-ai

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  security

  A

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  ZeroTrusted-ai PII Detection Agent

  Last updated 2025-11-05

  1

  Apache 2.0

• Azure AI Foundry MCP Server

  swesmith-repos

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  Enables interaction with Azure AI Foundry services for model exploration, deployment, and performance evaluation. It provides tools for managing knowledge bases via AI Search Service, executing fine-tuning jobs, and orchestrating AI agents through natural language.

  Last updated 2026-01-30

  MIT

• GDPR Compliance for AI Systems

  CSOAI-ORG

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  security

  F

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  quality

  Provides comprehensive GDPR compliance assessment tools for AI/ML systems, including lawful basis determination, DPIA generation, and data subject rights handling. It also crosswalks GDPR requirements to EU AI Act obligations with AI-specific considerations throughout.

  Last updated 2026-04-16

• AI Humanizer MCP Server

  Text2Go

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  security

  A

  license

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  Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

  Last updated 2024-12-27

  1

  45

  52

  MIT

• robotstxt-ai-mcp

  sharozdawa

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  security

  A

  license

  A

  quality

  Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.

  Last updated 2026-03-22

  5

  MIT

• MCP AI Gateway

  kinhunt

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  security

  F

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  Enables AI assistants to intelligently select and switch between different AI models (OpenAI, Anthropic, etc.) within the same conversation based on task requirements. Provides a unified interface for accessing multiple AI providers through a single MCP tool.

  Last updated 2025-08-14

  1

  1

• V2.ai Insights Scraper MCP

  V2-Digital

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  security

  F

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  A Model Context Protocol server that scrapes blog posts from V2.ai Insights, extracts content, and provides AI-powered summaries using OpenAI's GPT-4.

  Last updated 2025-07-08

  5

• Trilogy AI MCP Server

  dp-pcs

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  An MCP server that analyzes Trilogy AI Center of Excellence Substack publications, allowing users to list, search, and analyze trends in the AI content.

  Last updated 2025-06-11

• AI Consultant MCP Server

  filipkrayem

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  security

  F

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  quality

  Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) through OpenRouter with intelligent auto-selection, conversation history, and caching. Allows your AI assistant to seek expert opinions from specialized models for different tasks like coding, analysis, or general questions.

  Last updated 2025-10-12

  2

  5

  1

• MCP AI Agent Server

  singularitybridge

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  security

  A

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  Bridges Cline to an AI agent system through the Model Context Protocol, enabling message sending, session management, and assistant switching for seamless interaction with AI agents.

  Last updated 2025-06-23

  MIT

• Jimeng AI Multimodal MCP

  freeleepm

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  Enables AI-powered multimodal content generation using Volcano Engine's Jimeng AI, supporting text-to-image, text-to-video, and image-to-video conversion with customizable parameters.

  Last updated 2025-07-09

  50

  26

  MIT

• AWT (AI Watch Tester)

  ksgisang

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  security

  A

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  quality

  AI-powered E2E testing MCP server. Point at a URL — AI generates test scenarios, runs Playwright tests, and self-heals failures automatically. Works on Canvas and Flutter Web apps.

  Last updated 2026-04-06

  3

  MIT

• Fathom AI MCP

  jerichosequitin

  A

  security

  A

  license

  A

  quality

  An MCP server for the Fathom AI meeting intelligence API

  Last updated 2026-03-21

  5

  4

  MIT
• 

  Stack AI MCP Serverofficial

  stackai

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  security

  F

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  Enables users to connect and run Stack AI workflows directly through MCP-compatible clients. It allows for passing user inputs to specific projects and receiving structured responses from deployed AI applications.

  Last updated 2026-01-07

  1

• AI-Archive MCP Server

  AI-Archive-io

  A

  security

  A

  license

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  Enables AI agents to interact with the AI-Archive platform for research paper discovery through semantic search, paper submission and management, peer review with structured scoring, and citation generation in multiple formats.

  Last updated 2026-01-26

  54

  60

  1

  MIT

• Puch AI WhatsApp Integration

  alok-ahirrao

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  security

  F

  license

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  quality

  Enables AI assistants to fetch web content, search for products on Google Shopping, and integrate with WhatsApp messaging. Serves as a bridge between Puch AI and external services through authenticated API endpoints.

  Last updated 2025-08-12

  3

• AI Vision MCP Server

  honeyvig

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  security

  A

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  Enables AI-powered image and video analysis using Google Gemini and Vertex AI models. Supports analyzing single or multiple images, detecting objects with bounding boxes, and video content analysis through natural language prompts.

  Last updated 2025-11-14

  104

  MIT

• AI Conversation Logger

  fablefang

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  security

  F

  license

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  quality

  Enables AI assistants to automatically log and manage conversation history with developers in structured markdown format. Provides powerful search and context suggestions to help AI understand project history and maintain continuity across sessions.

  Last updated 2025-08-07

  4

  1

• AI Surge MCP

  ErlichLiu

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  security

  F

  license

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  quality

  An open-source MCP server that tracks premier global AI information from sources like X and podcasts, enabling users to access relevant AI updates in their daily LLM conversations without searching multiple channels.

  Last updated 2025-06-15

  6

• ai-dev-analytics

  LWTlong

  A

  security

  A

  license

  A

  quality

  AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

  Last updated 2026-04-15

  10

  195

  7

  MIT

• Tripo AI MCP Server

  pasie15

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  security

  F

  license

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  quality

  Enables AI assistants to interact with the Tripo3D AI API to generate 3D models from text, images, or multiview inputs. It supports advanced features like model animation, stylization, and real-time task status tracking.

  Last updated 2025-11-22

  7

  3

• AI Collaboration MCP Server

  wyn0001

  A

  security

  A

  license

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  quality

  Enables autonomous AI-to-AI collaboration between Claude and Gemini to execute complex development projects with minimal human intervention. It provides a role-based system with task dependencies, automated project planning, and continuous execution loops.

  Last updated 2025-07-02

  28

  4

  MIT

• Cloudflare AI Image MCP

  jwbb903

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  security

  A

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  quality

  Enables AI assistants to generate images using Cloudflare Workers AI models directly through the Model Context Protocol. It supports various models like Flux and Stable Diffusion, providing seamless image generation and storage via Cloudflare R2.

  Last updated 2026-03-14

  2

  Apache 2.0

• Google AI Search MCP

  shariqriazz

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  security

  A

  license

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  quality

  Provides AI-powered search and documentation tools using Google Vertex AI or Gemini API with real-time web search grounding, enabling technical queries, code analysis, documentation retrieval, and architecture recommendations to overcome LLM knowledge gaps.

  Last updated 2025-06-19

  3

  1

  MIT