"AI coding assistant with visual UI interaction, GitHub integration, and adaptive agent system" matching MCP servers:

• 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

• AI Agent with MCP

  moises-paschoalick

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  F

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  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

  9

  2

• Coding Assistant Server

  AviOfLagos

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  security

  F

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  Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.

  Last updated 2025-03-05

  13

• AI Interaction Tool

  KhaiHuynhVN

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  security

  F

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  An MCP server that provides an interactive PyQt5 UI for enhanced model communication, featuring multi-image management, file attachments, and customizable cognitive performance modes. It enables users to input complex content and manage workspace assets through a structured, tag-based output format.

  Last updated 2026-03-02

  29

• LangChain & LlamaIndex Coding

  aadhil96

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  security

  F

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  Provides real-time retrieval of official documentation for LangChain, LlamaIndex, and OpenAI. It enables context-aware coding by fetching the latest API references and guides directly into Claude via the Model Context Protocol.

  Last updated 2025-12-13

• GitHub Integration Hub

  CrBatista

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  F

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  Enables AI agents to interact with GitHub through OAuth-authenticated operations including starting authorization flows, listing repositories, and creating issues using stored access tokens.

  Last updated 2025-11-19

  1

• LangChain & LlamaIndex Coding

  mohamedaadhil96

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  Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI to provide Claude with up-to-date API references and guides for accurate code generation.

  Last updated 2025-12-13

  1

• HR Assistant Agent

  NISHU8875

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  F

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  An MCP-powered HR management system that automates employee onboarding, leave tracking, meeting scheduling, and IT ticketing. It allows users to manage organizational workflows and administrative tasks through natural language interactions with Claude.

  Last updated 2026-01-16

  1

• Metabase AI Assistant

  enessari

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  A

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  Enables AI-powered interaction with Metabase instances and PostgreSQL databases through natural language. Creates models, SQL queries, metrics, and dashboards using both Metabase API and direct database connections.

  Last updated 2026-02-22

  46

  39

  Apache 2.0

• adaptive-cards-mcp

  VikrantSingh01

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  An MCP server that helps AI assistants generate valid, accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft and non-microsoft surfaces. 9 tools, 3 guided workflows, 924 tests to help you build an awesome AI experience.

  Last updated 2026-04-08

  9

  25

  MIT

• AI Develop Assistant

  jiemobasixiangcai

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  Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

  Last updated 2025-07-02

  133

  MIT

• Scrapbox AI Assistant

  yoheitabo

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  A

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  Enables AI-powered knowledge management and creative support by connecting Scrapbox data to Claude. Supports advanced search, relationship analysis between pages, theme extraction, and literary analysis of personal knowledge bases.

  Last updated 2026-03-17

  3

  2

  MIT

• MCP AI Agent Server

  singularitybridge

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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

• maximo-mcp-ai-integration

  markusvankempen

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  he Maximo MCP Server bridges AI agents (Claude, Cursor, Antigravity) with your IBM Maximo environment. It empowers your AI to autonomously discover Object Structures (APIs), inspect schemas, and query live data via OSLC. Instead of hallucinating field names, the AI validates queries instantly and ca

  Last updated 2026-02-08

  28

  2

  Apache 2.0

• AI Intervention Agent

  XIADENGMA

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  security

  A

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  Enables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.

  Last updated 2026-04-13

  1

  15

  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

  3

  4

  MIT

• AI Agent Generator

  arturwyroslak

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  security

  F

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  Enables creation and deployment of AI agents through natural language by providing tools for agent specification, smart component integration from 500+ ready-to-use components, and one-click deployment with intelligent auto-configuration.

  Last updated 2025-09-23

  1

• Sharingan Visual Prowess MCP

  SamuraiBuddha

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  A neuromorphic visual processing system that combines visual memory storage with creative generation capabilities, using a 7-database architecture to simulate brain regions for comprehensive sensory-cognitive AI processing.

  Last updated 2025-07-05

• agent-passport-system-mcp

  aeoess

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  security

  A

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  Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains, values compliance, signed communication, policy engine, task coordination, cross-layer integration, and agentic commerce. 264 tests passing.

  Last updated 2026-04-18

  38

  841

  1

  Apache 2.0

• Drug Interaction MCP Server

  benjamin920101

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  Enables querying of Chinese-Western medicine interactions with comprehensive drug information, risk assessment, and clinical recommendations. Supports searching medicines, checking interactions individually or in batches, and provides safety guidance with severity classifications.

  Last updated 2025-11-07

• Financial AI Agent System

  NBWolfer

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  F

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  A Node.js-based AI agent system using Model Context Protocol (MCP) that provides financial analysis and portfolio management services through LangChain and Ollama-powered local AI models.

  Last updated 2025-07-20

• GitHub Integration MCP Server

  highlight-ing

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  F

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  Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyze changes between branches in a repository.

  Last updated 2025-01-31

  1,186

  2

• MCP Personal Assistant Agent

  zhangzhongnan928

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  security

  F

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  A versatile Model Context Protocol server that enables AI assistants to manage calendars, track tasks, handle emails, search the web, and control smart home devices.

  Last updated 2025-03-04

  23

• GitHub Support Assistant

  jake-mok-nelson

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  Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions.

  Last updated 2025-03-05

  1

  2

  MIT

• Starwind UI MCP Server

  starwind-ui

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  security

  A

  license

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  A TypeScript server that enhances AI assistants' capabilities when working with Starwind UI components, providing tools for project initialization, component installation, documentation access, and more.

  Last updated 2026-01-20

  6

  94

  34

  MIT
• 

  Memstate AI - Agent Memoryofficial

  memstate-ai

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  Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.

  Last updated 2026-04-01

  17

  7

  40

  1

  Apache 2.0

• ui-kit

  annondeveloper

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  A

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  Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency React component library with 147 components, 3 weight tiers, physics-based animations, and OKLCH color system. Gives Claude deep awareness of the library's components, design patterns, and conventions. Includes 5 skills for component discovery, code generation, design system reference, tier selection, and accessibility

  Last updated 2026-04-05

  30

  MIT

• MCPDemo - Visual SQL Chat

  Ayi456

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  An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.

  Last updated 2025-11-15

  3

• brain-mcp-icon-visual

  n0isy

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  security

  F

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  Visual icon search, retrieval, and comparison for AI agents. Search 200k+ icons semantically, render side-by-side comparison grids, and retrieve raw SVG markup — all tools return images so vision-capable LLMs can see the icons.

  Last updated 2026-03-15

  1

• Coding MCP Server

  kieutrongthien

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  A production-oriented MCP server for coding agents that enables multi-project management through secure file operations, Git integration, and safe command execution. It supports project discovery across multiple root directories and provides robust audit logging with both STDIO and HTTP transport options.

  Last updated 2026-04-03

  75

  1

  MIT

• SEO AI Assistant

  ccnn2509

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  security

  F

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  Provides SEO automation with tools for keyword research, SERP analysis, and competitor analysis through Google Ads API integration, enabling AI assistants to access these capabilities via MCP.

  Last updated 2025-08-25

  47

• SEO AI Assistant

  ayushsinghvi92

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  F

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  MCP server that enables AI assistants to perform SEO automation tasks including keyword research, SERP analysis, and competitor analysis through Google Ads API integration.

  Last updated 2025-03-08

  1
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  System R Risk Intelligenceofficial

  System-R-AI

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  A

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  Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

  Last updated 2026-04-14

  1

  MIT

• GitHub PR Analyzer with Notion

  tuankiet1708

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  security

  F

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  Fetches GitHub pull request information including file changes, diffs, and metadata, then creates analysis summaries in Notion pages.

  Last updated 2025-11-27

  1

• Puch AI WhatsApp Integration

  alok-ahirrao

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  security

  F

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  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

• MCP Server with LangChain and

  durgeshmca

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  F

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  A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.

  Last updated 2025-06-26

• ZeroTrusted-ai PII Detection

  www-zerotrusted-ai

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  security

  A

  license

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  ZeroTrusted-ai PII Detection Agent

  Last updated 2025-11-05

  1

  Apache 2.0

• MCP Agent with DashScope

  niahZheng

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  security

  F

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  An MCP server that integrates Alibaba's DashScope platform, providing AI chat tools and resource access through both standard stdio and a web-based interface. It allows users to interact with DashScope large models within the Model Context Protocol ecosystem using TypeScript.

  Last updated 2026-01-15

  1

• MCP Coding Agents

  kadreio

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  F

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  A transport-agnostic MCP server that integrates multiple AI coding agents (Claude Code, Gemini, and Codex) with built-in tools for command execution, calculations, and streaming capabilities. Supports both STDIO and HTTP transports for flexible deployment.

  Last updated 2025-09-03

  3

  1
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  SystemPrompt Coding Agentofficial

  systempromptio

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  An MCP server that orchestrates AI coding assistants (Claude Code CLI and Gemini CLI) to perform complex programming tasks autonomously, allowing remote control of your local development environment from anywhere.

  Last updated 2025-07-03

  6

  140

  MIT

• OpenAI Assistant MCP Server

  snilld-ai

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  security

  F

  license

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  Enables interaction with OpenAI's Chat Completion and Assistants APIs, supporting assistant management, file operations, and direct queries to GPT models through standardized MCP tools.

  Last updated 2025-06-27

  9

  2

• MCP CSV Analysis with Gemini

  falahgs

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  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

• MCP Magic UI

  idcdev

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  A Model Context Protocol server that provides access to Magic UI components, allowing AI assistants and other MCP clients to discover and use UI components from the Magic UI design system.

  Last updated 2025-03-07

  2

  13

• PostgreSQL MCP Server with

  coleam00

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  An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.

  Last updated 2025-07-11

  292

  MIT

• HA Vibecode Agent

  Coolver

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  security

  A

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  quality

  An MCP server and Home Assistant add-on that enables AI assistants to manage smart homes by creating automations, designing dashboards, and interacting with entities. It features native access to Home Assistant APIs, built-in Git versioning for safe rollbacks, and full management of HACS integrations.

  Last updated 2026-04-10

  521

  MIT

• Generative-UI-MCP

  fergusalveolar205

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  security

  F

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  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 2026-04-20

  32

• cntx-ui

  whaleen

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  security

  F

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  quality

  Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

  Last updated 2026-03-01

  10

• Outlook Assistant

  littlebearapps

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  security

  A

  license

  A

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  Ask your AI assistant to search your inbox, send emails, schedule meetings, manage contacts, and configure mailbox settings — without leaving the conversation. Works with Claude, Cursor, Windsurf, and any MCP-compatible client.

  Last updated 2026-04-16

  20

  91

  12

  MIT

• MCP Integration Suite Server

  1nbuc

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  F

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  Enables interaction with SAP Integration Suite for designing, creating, and managing integration artifacts including integration flows, message mappings, packages, and B2B trading partner relationships through AI-powered natural language commands.

  Last updated 2025-12-24

  20

• With-MCP

  janwilmake

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

  Last updated 2025-10-26

  3

  34

  MIT