"Workflow builder and monitoring tools" matching MCP servers:

• n8n Workflow Builder

  Schimmilab

  -

  security

  A

  license

  -

  quality

  Enables AI-powered building, optimization, debugging, and management of n8n workflows directly from Claude. Features workflow analysis, execution monitoring, security audits, drift detection, and intelligent error debugging with best practices guidance.

  Last updated 2026-03-27

  MIT

• n8n-workflow-builder-mcp

  ifmelate

  A

  security

  A

  license

  -

  quality

  n8n-workflow-builder-mcp

  Last updated 2025-12-05

  10

  66

  50

  MIT

• n8n Workflow Builder

  danilonovaisv

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to manage n8n automation workflows through natural language commands, including creating, executing, monitoring, and organizing workflows with full CRUD operations and execution management.

  Last updated 2025-10-21

  118

  2

  MIT

• n8n Workflow Builder MCP

  makafeli

  A

  security

  A

  license

  -

  quality

  A server for programmatically creating and managing n8n workflows with a REST API interface, supporting workflow creation, validation, and export.

  Last updated 2026-03-19

  118

  510

  MIT

• n8n Workflow Builder MCP

  salacoste

  -

  security

  A

  license

  -

  quality

  Enables users to create, manage, and monitor n8n workflows through natural language using AI interfaces like Claude and Cursor. It supports multi-instance environments and provides tools for workflow lifecycle management, execution monitoring, and tag organization.

  Last updated 2026-04-12

  50

  219

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  -

  quality

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• n8n Workflow Builder MCP

  Jimmy974

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol (MCP) server for programmatically creating and managing n8n workflows.

  Last updated 2025-01-29

  1

  18

  MIT

• Cloud Monitoring API Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server that provides access to Google Cloud Monitoring API, enabling interaction with cloud resources monitoring data through natural language commands.

  Last updated 2025-07-16

• MCP Builder

  XD3an

  A

  security

  F

  license

  -

  quality

  A Python-based server that helps users easily install and configure other MCP servers across different platforms.

  Last updated 2025-09-03

  2

  3

• Spec Workflow MCP

  Pimzino

  A

  security

  A

  license

  -

  quality

  Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.

  Last updated 2026-03-07

  5

  1,380

  4,086

  GPL 3.0

• MCP Server Builder

  joe-watkins

  A

  security

  F

  license

  -

  quality

  Scaffolds new MCP server projects with intelligent file analysis that auto-detects capabilities based on your data files, generating complete TypeScript projects with build tools and development workflow.

  Last updated 2025-11-07

  1

  1

• Notion Workflow MCP

  wauwaya

  A

  security

  F

  license

  A

  quality

  Enables personal workflow management by turning Notion into a task and knowledge system via slash commands and 19 integrated MCP tools. It supports project-based task tracking, subtask management, and automated note summarization directly through the Claude interface.

  Last updated 2026-03-29

  19

  2

• Grasshopper MCP Workflow

  AmemiyaLai

  -

  security

  A

  license

  -

  quality

  Connects Grasshopper and Cursor through MCP protocol, enabling natural language control of Grasshopper components, workflow automation, and parametric design operations.

  Last updated 2026-03-18

  3

  MIT

• Spec Workflow MCP

  kingkongshot

  A

  security

  A

  license

  -

  quality

  An intelligent MCP server that helps development teams maintain high-quality project documentation by providing an AI-powered workflow for creating comprehensive specifications through requirements, design, and implementation documents.

  Last updated 2025-08-11

  1

  67

  128

  MIT

• mcp-tool-builder

  hanweg

  A

  security

  A

  license

  -

  quality

  MCP server that builds itself by creating new tools as needed based on user requests (Requires restart of Claude Desktop to use newly created tools).

  Last updated 2024-12-26

  4

  25

  The Unlicense

• Argo Workflow MCP Server

  yjx3097890

  -

  security

  A

  license

  -

  quality

  Enables AI agents to manage Argo Workflows through REST API, supporting workflow template and instance operations including creation, submission, monitoring, and deletion with token authentication.

  Last updated 2025-12-10

  7

  1

  MIT

• mcp-n8n-builder

  spences10

  A

  security

  A

  license

  -

  quality

  🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.

  Last updated 2026-04-08

  10

  15

  82

  MIT

• Content Plan Builder

  smcdonnell7

  A

  security

  F

  license

  -

  quality

  An MCP server that uses AI to generate structured Asana project plans from diverse sources like text, PDFs, and meeting transcripts. It enables users to preview, generate, and directly sync detailed task lists, subtasks, and dependencies into Asana.

  Last updated 2026-02-06

  1

• Slidev Builder MCP

  adolfosalasgomez3011

  -

  security

  A

  license

  -

  quality

  Creates professional Slidev presentations with automated Git-based backup and recovery protection. Features built-in themes, interactive charts, component library, and AI-powered content generation with automatic version control.

  Last updated 2025-07-30

  2

  MIT

• Structured Workflow MCP

  kingdomseed

  A

  security

  F

  license

  -

  quality

  Enforces disciplined programming practices by requiring AI assistants to audit their work and produce verified outputs at each phase of development, following structured workflows for refactoring, feature development, and testing.

  Last updated 2026-03-21

  20

  4

  10

• Cursor n8n Builder

  alicankiraz1

  A

  security

  A

  license

  -

  quality

  Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n REST API, including creating, updating, activating workflows, viewing execution history, and triggering webhooks.

  Last updated 2025-12-01

  14

  52

  MIT

• MCP Server Builder

  praveenc

  A

  security

  A

  license

  -

  quality

  Provides searchable access to official MCP protocol specification and FastMCP framework documentation, helping developers build correct MCP servers by querying live documentation with BM25 full-text search.

  Last updated 2025-12-08

  2

  1

  MIT

• mcp-builder-mcp

  Charley-Forey-AI

  A

  security

  F

  license

  A

  quality

  Provides OpenAPI validation and analysis tools to assist developers in building Model Context Protocol servers. It generates developer context and specific agent prompts based on API specifications to streamline the creation of agentic workflows.

  Last updated 2026-03-19

  9

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• n8n-workflow-tester-safe

  Souzix76

  A

  security

  A

  license

  B

  quality

  Safe MCP server and CLI tool for testing, scoring, and inspecting n8n workflows. Features 19 tools for workflow testing, execution traces, tiered scoring, and a built-in node catalog with 800+ node types. Designed with safety-first approach: no credential management, no secrets lifecycle, no auto-fix loops.

  Last updated 2026-03-30

  19

  MIT
• 

  GlassTape Policy Builderofficial

  GlassTape

  A

  security

  A

  license

  -

  quality

  Converts natural language security requirements into validated Cerbos YAML policies with automated testing and red-team analysis, enabling AI governance with zero-trust guardrails for tool calls, data access, and compliance frameworks.

  Last updated 2025-11-02

  5

  3

  Apache 2.0

• Website Builder MCP Server

  pmkhairnarr

  A

  security

  A

  license

  -

  quality

  An MCP server for automated website generation that transforms Excel spreadsheets and structured data into responsive portfolios, catalogs, and directories. It enables users to create complete websites, add pages, and generate components through natural language and template-based integration.

  Last updated 2025-11-30

  5

  MIT

• Noleemits Vision Builder MCP

  noleemits

  A

  security

  F

  license

  -

  quality

  Connects Claude Desktop to WordPress sites to manage Elementor pages, Gutenberg content, and Rank Math SEO settings. It enables users to create styled pages, manage section layouts, and perform content updates through natural language commands.

  Last updated 2026-02-16

  39

  3

• Git Workflow Automation MCP

  Arcia125

  A

  security

  F

  license

  -

  quality

  Provides automated Git workflow tools for committing, creating pull requests, and merging with proper GitHub authentication handling. Supports complete Git workflows from commit to merge with dry run capabilities and conventional commit formatting.

  Last updated 2025-08-10

  4

  1

• LLM Graph Builder MCP

  henrardo

  -

  security

  A

  license

  -

  quality

  Enables Claude to automatically extract entities and relationships from URLs, PDFs, and YouTube videos to build structured knowledge graphs in Neo4j. It supports custom schemas, academic citation extraction, and community detection for advanced research and content analysis.

  Last updated 2025-12-07

  Apache 2.0

• CV Resume Builder MCP

  eyaab

  A

  security

  A

  license

  -

  quality

  Automatically generates and updates CVs/resumes by aggregating data from git commits, Jira tickets, Credly certifications, and existing PDF resumes, with LaTeX formatting support.

  Last updated 2025-12-10

  14

  13

  MIT

• NeoCoder Neo4j AI Workflow

  angrysky56

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases for hybrid reasoning, combining structured facts with semantic search for advanced knowledge management, research analysis, and standardized coding workflows.

  Last updated 2025-12-17

  20

  MIT
• 

  iFlytek Workflow MCP Serverofficial

  iflytek

  -

  security

  A

  license

  -

  quality

  A server implementation of the Model Context Protocol that enables calling iFlytek workflows, supporting complex orchestration modes like sequential, parallel, and looped execution across 14 node types for diverse business scenarios.

  Last updated 2025-03-28

  27

  MIT

• JoyCode MCP Server - FOP

  shaun888

  A

  security

  F

  license

  -

  quality

  Enables intelligent workflow automation for JD's FOP platform, supporting PRD analysis, code generation, and flowchart creation with smart retrieval optimization and standardized file naming rules.

  Last updated 2026-03-05

  6

  90

• Structured Workflow Engine MCP

  mlaurel

  -

  security

  A

  license

  -

  quality

  A Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.

  Last updated 2025-07-21

  MIT

• Workflow MCP Server

  Artin0123

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

  Last updated 2025-11-08

  1

  34

  MIT

• MCP Tools

  joehuangcoding

  -

  security

  A

  license

  -

  quality

  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  7

  MIT

• MCP Tools

  starzzzzzzzzzzzzzz

  -

  security

  F

  license

  -

  quality

  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• MCP Tools

  dlightyupgrade

  -

  security

  F

  license

  -

  quality

  A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

  Last updated 2025-08-09

• Graph-Tools

  dromologue

  -

  security

  F

  license

  -

  quality

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• Reuters Business and Financial

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  -

  quality

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  28

  7

  MIT
• 

  Scout Monitoring MCPofficial

  scoutapp

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.

  Last updated 2026-04-07

  9

  28

  MIT

• ethereum-tools

  0xGval

  A

  security

  F

  license

  -

  quality

  A comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enabling contract auditing, wallet analysis, profitability tracking, and on-chain data retrieval.

  Last updated 2025-03-25

  11

  2,977

  17

• browser-tools-mcp

  AgentDeskAI

  -

  security

  A

  license

  -

  quality

  This application is a powerful browser monitoring and interaction tool that enables AI-powered applications via Anthropic's Model Context Protocol (MCP) to capture and analyze browser data through a Chrome extension.

  Last updated 2026-03-18

  7,190

  MIT

• MCP Container Tools

  simseksem

  -

  security

  A

  license

  -

  quality

  An MCP server for managing and monitoring Docker, Docker Compose, and Kubernetes environments alongside Azure Application Insights. It enables advanced log filtering, container lifecycle management, and querying of cloud application traces and metrics.

  Last updated 2025-11-29

  MIT

• pdf-tools-mcp

  danielkennedy1

  -

  security

  A

  license

  -

  quality

  pdf-tools-mcp

  Last updated 2025-05-17

  31

  MIT

• TypeScript Tools MCP

  trkbt10

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol (MCP) server that provides TypeScript development tools for automated refactoring and code analysis.

  Last updated 2025-09-17

  1

• 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 Utility Tools

  haasonsaas

  A

  security

  A

  license

  -

  quality

  A collection of tools that enhance MCP-based workflows with caching, retry logic, batch operations, and rate limiting capabilities.

  Last updated 2026-01-07

  7

  11

  MIT