"MCP servers for full-stack development, DevOps, Supabase, QA, and AI agent orchestration" matching MCP servers:

• agent-orchestration

  DiffMeyend

  -

  security

  F

  license

  -

  quality

  A multi-agent runtime that coordinates six specialized agents through a typed artifact pipeline with 41 RPC methods. It features dynamic autonomy levels and context sufficiency scoring that adjust agent behavior based on the operator's state and task requirements.

  Last updated 2026-03-05

• FPF Agent Stack

  venikman

  -

  security

  F

  license

  -

  quality

  Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandboxed file operations through AgentFS, and dynamic skill loading. Exposes capabilities via MCP with tri-state safety guards for private, air-gapped environments without network connectivity or API costs.

  Last updated 2026-01-10

• QA Agent Pro

  samusilv

  A

  security

  F

  license

  A

  quality

  Enables AI assistants to perform automated web testing by controlling a Chrome browser to navigate, interact with pages, capture screenshots, extract console logs, and simulate mobile devices for responsive design testing.

  Last updated 2025-11-24

  7
• 

  Stack AI MCP Serverofficial

  stackai

  -

  security

  F

  license

  -

  quality

  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

• MCP-QA

  qa-reysser

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  security

  F

  license

  -

  quality

  An MCP server for the comprehensive analysis of Swagger 2.0 and OpenAPI 3.x contracts. It allows users to extract detailed information about endpoints, request/response schemas, parameters, and security configurations from API documentation.

  Last updated 2026-01-30

• Full-Stack MCP Server

  RhizomaticRobin

  -

  security

  F

  license

  -

  quality

  Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Testing, Security, Performance) for full-stack web development, powered by high-speed Cerebras inference and integrated with OpenCode CLI.

  Last updated 2025-12-06

• Agent Trust Stack MCP Server

  alexfleetcommander

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  security

  A

  license

  -

  quality

  Provides tools for Chain of Consciousness provenance logging and Agent Rating Protocol reputation scoring to establish trust and accountability for AI agents. It enables tamper-evident activity tracking, integrity verification, and bilateral reputation management.

  Last updated 2026-04-13

  Apache 2.0

• AI Development Pipeline MCP

  theburgerllc

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

  Last updated 2025-06-06

  7

  MIT

• DevOps MCP

  devops-vesi

  A

  security

  A

  license

  A

  quality

  An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori documentation templates from a GitHub repository. It allows users to list available resources and fetch specific best practices to integrate directly into their development workflow.

  Last updated 2026-03-17

  2

  13

  MIT

• mcp-for-azure-devops-boards

  danielealbano

  A

  security

  A

  license

  C

  quality

  MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

  Last updated 2026-04-07

  23

  6

  MIT

• Azure DevOps MCP Server for

  EreAlexandru

  -

  security

  F

  license

  -

  quality

  Enables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.

  Last updated 2025-07-01

  1

• qa-mcp

  joaopedro17

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  security

  F

  license

  -

  quality

  An MCP server that enables Claude to create and manage TestRail test cases directly from Jira or Azure DevOps user stories. It provides tools for section management and automated test case creation with built-in format enforcement and traceability links.

  Last updated 2026-04-06

• Todo for AI MCP Server

  todo-for-ai

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  security

  A

  license

  -

  quality

  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

• Orchestration MCP

  dufangshi

  A

  security

  F

  license

  A

  quality

  A TypeScript MCP server for launching, tracking, and managing external coding-agent runs across local and remote backends like Codex and Claude Code. It allows top-level agents to orchestrate subagents through tools for spawning tasks, polling events, and handling interactive sessions.

  Last updated 2026-03-20

  7

  1

• Ares DevOps MCP Server

  Cognitive-Stack

  A

  security

  F

  license

  -

  quality

  An MCP server that provides seamless interaction with Azure DevOps Git repositories, enabling users to manage repositories, branches, pull requests, and pipelines through natural language.

  Last updated 2025-04-19

  8

  5

  3

• open-sales-stack

  ekas-io

  A

  security

  A

  license

  -

  quality

  Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting

  Last updated 2026-04-09

  1

  MIT

• Supabase MCP Server

  Sentry01

  -

  security

  F

  license

  -

  quality

  A bridge between AI assistants like GitHub Copilot and Supabase databases, allowing AI to understand schema, assist with query writing, and provide context-aware suggestions related to your data model.

  Last updated 2025-03-20

• AI Intervention Agent

  XIADENGMA

  A

  security

  A

  license

  A

  quality

  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

• AI Agent Generator

  arturwyroslak

  -

  security

  F

  license

  -

  quality

  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

• DevOps AI Toolkit

  vfarcic

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  security

  -

  license

  -

  quality

  Enables intelligent Kubernetes deployments, automated documentation testing, organizational pattern management, and shared prompt libraries. Provides AI-powered recommendations based on cluster capabilities and automates DevOps workflows through conversational interfaces.

  Last updated 2026-04-14

  1,039

  311

  MIT

• slack-qa-mcp

  merryAI-dev

  A

  security

  F

  license

  B

  quality

  Integrates Slack channels and Slack Lists to automate bug report scanning and QA status management. It enables users to retrieve bug details, update list items, and post fix updates directly within Slack.

  Last updated 2026-03-31

  5

• supabase-mcp

  DynamicEndpoints

  A

  security

  A

  license

  -

  quality

  An MCP server that provides tools for interacting with Supabase databases, storage, and edge functions.

  Last updated 2025-05-01

  45

  MIT

• MCP AI Agent Server

  singularitybridge

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  security

  A

  license

  -

  quality

  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

• Supabase MCP Server

  ninad7007

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  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables AI tools to interact with Supabase databases, providing tools for reading, creating, updating, and deleting records in Supabase tables.

  Last updated 2025-05-03

  MIT

• AI Agent with MCP

  moises-paschoalick

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  security

  F

  license

  -

  quality

  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

• Azure DevOps MCP Server for

  stefanskiasan

  A

  security

  A

  license

  B

  quality

  Integrates Cline with Azure DevOps services, enabling access to work items, repositories, and pull requests through configurable MCP tools.

  Last updated 2025-02-15

  15

  33

  MIT

• Supabase MCP Server

  dedalus-labs

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  security

  A

  license

  -

  quality

  Enables secure interaction with Supabase databases via the PostgREST API, supporting full CRUD operations and stored procedure calls. It utilizes the Dedalus MCP framework to provide encrypted credential handling and just-in-time token exchange.

  Last updated 2026-01-22

  4

  MIT

• Supabase MCP Server

  stefanraath3

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  security

  A

  license

  -

  quality

  An MCP server that connects to Supabase PostgreSQL databases, exposing table schemas as resources and providing tools for data analysis through SQL queries.

  Last updated 2025-04-30

  1

  MIT

• Web-QA

  GroundNG

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  security

  A

  license

  -

  quality

  An AI-powered MCP server that automates web testing workflows by enabling recording, execution, and discovery of tests through natural language prompts.

  Last updated 2025-11-29

  67

  Apache 2.0

• Supabase MCP Server

  addity3

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  security

  A

  license

  -

  quality

  Enables AI assistants to interact with Supabase databases through standardized CRUD operations including querying, inserting, updating, and deleting records with support for filtering, pagination, and column selection.

  Last updated 2026-02-18

  MIT

• Supabase MCP Server

  deploya-labs

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  security

  A

  license

  -

  quality

  Enables Cursor and Windsurf to safely interact with Supabase databases by providing tools for database management, SQL query execution, and Supabase Management API access with built-in safety controls.

  Last updated 2025-03-03

  10

  Apache 2.0

• Supabase MCP Server

  stoichodimov

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  security

  A

  license

  -

  quality

  Enables notes management through MCP integration with a Supabase PostgreSQL database, supporting full CRUD operations. It features secure user data isolation using JWT authentication and Row Level Security policies.

  Last updated 2026-03-26

  MIT

• MCP Servers

  fist-maestro

  A

  security

  F

  license

  B

  quality

  A Node.js and TypeScript server project that provides a simple starter example with Express.js web server, supporting hot-reload, testing, and modular structure.

  Last updated 2025-03-31

  2

  35

• Document QA MCP Server

  parikshith49

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  security

  F

  license

  -

  quality

  An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.

  Last updated 2025-07-19

• Supabase MCP Server

  gevans3000

  -

  security

  F

  license

  -

  quality

  Implements the Model Context Protocol to provide LLMs with tools for interacting with Supabase databases, supporting operations like reading, creating, updating, and deleting records with filtering and pagination capabilities.

  Last updated 2025-04-04

• Supabase MCP Server

  bill143

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  security

  A

  license

  -

  quality

  Connects Supabase projects to AI assistants, enabling them to manage database tables, execute SQL queries, and deploy Edge Functions through natural language. It provides a comprehensive suite of tools for project administration, including logs access, documentation search, and environment configuration.

  Last updated 2026-03-28

  Apache 2.0

• Supabase MCP Server

  NightTrek

  A

  security

  F

  license

  B

  quality

  Enables querying Supabase databases and generating TypeScript types through the Model Context Protocol interface, supporting features like schema selection, column filtering, and pagination.

  Last updated 2024-12-13

  2

  14

• Supabase MCP Server

  JoshuaRileyDev

  A

  security

  F

  license

  B

  quality

  A Model Context Protocol (MCP) server that provides programmatic access to the Supabase Management API. This server allows AI models and other clients to manage Supabase projects and organizations through a standardized interface.

  Last updated 2024-12-06

  8

  70

  50

• DevOps Enhanced MCP

  wangkanai

  A

  security

  A

  license

  B

  quality

  A dynamic Azure DevOps MCP server that automatically switches authentication context based on the current working directory, enabling seamless integration with multiple Azure DevOps organizations and projects.

  Last updated 2026-03-26

  10

  11

  10

  MIT

• Supabase MCP Server

  ALPA-Const

  -

  security

  A

  license

  -

  quality

  Connects AI assistants to Supabase projects to manage databases, execute SQL queries, and handle project configurations. It enables tasks like table management, edge function deployment, and log retrieval through the Model Context Protocol.

  Last updated 2026-03-08

  Apache 2.0

• ZeroTrusted-ai PII Detection

  www-zerotrusted-ai

  A

  security

  A

  license

  A

  quality

  ZeroTrusted-ai PII Detection Agent

  Last updated 2025-11-05

  1

  Apache 2.0

• DevOps MCP Server

  pointware

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  security

  A

  license

  -

  quality

  Enables searching and managing Docker images and tags, as well as querying GitLab CI/CD references, versions, and pipeline configurations through a DevOps API.

  Last updated 2025-11-15

  MIT

• MCP Agent Orchestration System

  aviz85

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  security

  F

  license

  -

  quality

  A state-based agent orchestration system that allows transitions between different states (IDLE, PLANNING, RESEARCHING, EXECUTING, REVIEWING, ERROR) while maintaining conversation context and providing state-specific prompts.

  Last updated 2025-05-07

  2

• PostgreSQL Full Access MCP

  syahiidkamil

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server that provides LLMs with full read-write access to PostgreSQL databases, allowing both querying and modifying database content with transaction management and safety controls.

  Last updated 2025-05-09

  156

  23

• Supabase MCP Server

  CloudMediaServices

  -

  security

  F

  license

  -

  quality

  Enables AI assistants to perform CRUD operations on Supabase databases through natural language. Supports advanced filtering, pagination, and safety checks for seamless database interaction.

  Last updated 2025-08-10

• QR for Agent

  benswel

  A

  security

  A

  license

  A

  quality

  Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).

  Last updated 2026-03-27

  37

  1

  MIT

• n8n Manager for AI Agents

  czlonkowski

  -

  security

  A

  license

  -

  quality

  Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.

  Last updated 2025-06-26

  57

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• MCP Servers Search

  atonomus

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  security

  A

  license

  -

  quality

  Enables discovery and querying of available MCP servers from the official repository. Supports searching by name, description, features, categories, and provides random server suggestions for exploration.

  Last updated 2025-06-29

  10

  2

  MIT

• supabase-mcp-guard

  askmeishi

  -

  security

  A

  license

  -

  quality

  A local policy wrapper for Supabase MCP that secures access tokens and enforces strict execution models, including project allowlists and write-access restrictions. It provides a safety layer to prevent AI agents from accidentally executing migrations or writing SQL against production environments.

  Last updated 2026-03-26

  14

  2

  MIT