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

• visual-ui-debug-agent-mcp

  samihalawa

  A

  license

  -

  quality

  -

  maintenance

  An MCP server that enables AI agents to autonomously test, debug, and analyze web interfaces visually using Playwright, with 30 tools for screenshots, workflows, performance, and visual comparison.

  Last updated 2026-06-12

  9

  79

  ISC

• Agentic AI System with MCP

  pratyush-usc-mba

  F

  license

  -

  quality

  D

  maintenance

  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

• Coding Assistant Server

  AviOfLagos

  F

  license

  -

  quality

  C

  maintenance

  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

  15

• LangChain & LlamaIndex Coding

  mohamedaadhil96

  F

  license

  B

  quality

  C

  maintenance

  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

• AI Agent with MCP

  moises-paschoalick

  A

  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

  13

  2

  MIT

• adaptive-agent-mcp

  justForever17

  A

  license

  -

  quality

  D

  maintenance

  A self-evolving RAG system that enables AI agents to autonomously read and write memory, continuously learning and adapting user preferences, daily logs, and knowledge graphs across applications.

  Last updated 2026-02-12

  3

  MIT

• GitHub Integration Hub

  CrBatista

  F

  license

  -

  quality

  C

  maintenance

  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

  aadhil96

  F

  license

  -

  quality

  C

  maintenance

  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

• Coding Agent MCP Server

  Sukarth

  A

  license

  B

  quality

  B

  maintenance

  Provides coding agent capabilities including file operations, terminal commands, search functionality, and utility operations.

  Last updated 2025-07-22

  27

  4

  4

  MIT

• AI Interaction Tool

  KhaiHuynhVN

  F

  license

  -

  quality

  D

  maintenance

  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

• Adaptive Recall

  AIAppsAPI

  A

  license

  -

  quality

  B

  maintenance

  Adaptive MCP memory system for AI applications. Learns which retrieval strategies work for your data, scores results using cognitive science models, builds a knowledge graph automatically, and validates every parameter change against real query history before adopting it. Patent pending.

  Last updated 2026-05-14

  15

  3

  MIT

• Narad GitHub Agent

  Edge-Explorer

  A

  license

  -

  quality

  D

  maintenance

  Enables AI-powered GitHub interactions including repository analysis, code search, PR reviews, and more through the MCP protocol.

  Last updated 2026-03-11

  4

  MIT

• AI Develop Assistant

  jiemobasixiangcai

  A

  license

  -

  quality

  C

  maintenance

  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

  132

  MIT

• Metabase AI Assistant

  enessari

  A

  license

  -

  quality

  C

  maintenance

  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

  75

  41

  Apache 2.0

• drug-interaction-mcp

  guptaprakhariitr

  F

  license

  -

  quality

  B

  maintenance

  Drug-drug interaction checker for clinical LLMs, wrapping RxNorm, openFDA, and DailyMed to provide interaction severity, dose guides, and alternative recommendations.

  Last updated 2026-06-11

• HR Assistant Agent

  NISHU8875

  F

  license

  -

  quality

  C

  maintenance

  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

• AI Intervention Agent

  XIADENGMA

  A

  license

  A

  quality

  A

  maintenance

  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 2026-06-11

  1

  16

  MIT

• visual-hunt-mcp

  CTlanston

  A

  license

  A

  quality

  C

  maintenance

  A local TypeScript MCP server for macOS that connects to Chrome via CDP to search and download high-quality image candidates from curated sources like Unsplash, Pexels, and others for use in posters, wallpapers, and inspiration boards.

  Last updated 2026-05-03

  11

  MIT

• adaptive-cards-mcp

  VikrantSingh01

  A

  license

  A

  quality

  B

  maintenance

  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 2026-06-04

  9

  27

  MIT

• Starwind UI MCP Server

  starwind-ui

  A

  license

  A

  quality

  C

  maintenance

  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 2026-05-30

  6

  126

  35

  MIT