"Tools and Templates for Prompt Management and Workflow Automation" matching MCP servers:

• 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

• 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

• 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

• 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

• 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

• Google Calendar and Meet MCP

  INSIDE-HAIR

  A

  security

  F

  license

  -

  quality

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• 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

• Prompt for User Input MCP

  goldensansapple

  -

  security

  A

  license

  -

  quality

  Enables AI models to interactively prompt users for input or clarification directly through their code editor. It facilitates real-time communication between assistants and users during development tasks.

  Last updated 2025-10-22

  MIT

• gdb and rr Debugging

  schuay

  A

  security

  A

  license

  -

  quality

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  1

  MIT

• Redmine Analytics and

  a1official

  -

  security

  F

  license

  -

  quality

  A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.

  Last updated 2026-02-13

• 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

• 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

• MCP Tools for Obsidian

  jacksteamdev

  -

  security

  A

  license

  -

  quality

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 2025-07-13

  748

  MIT

• dev-prompt-mcp

  sayll

  -

  security

  A

  license

  -

  quality

  An MCP server that registers customizable prompt templates as tools for natural language interaction. It supports hot-reloading and easy extension via YAML or JSON files to automate tasks like code review, refactoring, and content summarization.

  Last updated 2025-12-16

  4

  MIT

• 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

• 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

• Banking and Fintech MCP Server

  anhtuanluu

  -

  security

  F

  license

  -

  quality

  A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  Last updated 2026-03-28

• MCP Prompt Server

  gdli6177

  A

  security

  A

  license

  -

  quality

  A server based on Model Context Protocol that provides predefined prompt templates for tasks like code review and API documentation generation, enabling more efficient workflows in Cursor/Windsurf editors.

  Last updated 2025-07-30

  10

  1

  244

  MIT

• MCP Server for stock and

  aahl

  A

  security

  A

  license

  -

  quality

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  372

  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 Prompt Manager

  CarlLee1983

  -

  security

  A

  license

  -

  quality

  Git-driven MCP server that manages and provides prompt templates with Handlebars support, enabling teams to collaborate on and version-control reusable, dynamic prompts across AI editors like Cursor and Claude Desktop.

  Last updated 2026-03-02

  ISC

• Refine Prompt

  FelippeFarias

  A

  security

  A

  license

  -

  quality

  An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into structured, professionally engineered instructions for any LLM. It enhances AI interactions by adding context, requirements, and structural clarity to raw user inputs.

  Last updated 2025-04-03

  1

  3

  MIT

• mcp-prompt-engine

  vasayxtx

  -

  security

  A

  license

  -

  quality

  MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine. Create reusable, logic-driven prompts with variables, partials, and conditionals that can be served to any compatible MCP client like Claude Code, Claude Desktop, Gemini CLI, etc.

  Last updated 2026-03-30

  16

  MIT

• Just Prompt

  disler

  A

  security

  F

  license

  -

  quality

  A lightweight MCP server that provides a unified interface to various LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama.

  Last updated 2025-08-10

  6

  722

• MCP Prompt Optimizer

  Bubobot-Team

  -

  security

  A

  license

  -

  quality

  This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.

  Last updated 2025-06-23

  22

  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

• MCP Server with LangChain and

  durgeshmca

  -

  security

  F

  license

  -

  quality

  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

• RT-Prompt-MCP

  yuyao1999

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol server that provides specialized prompt suggestions for backend development, frontend development, and general tasks to help LLMs generate better content.

  Last updated 2025-06-10

  6

  2

  1

• Prompt Ops MCP

  heyjustinai

  A

  security

  A

  license

  -

  quality

  Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

  Last updated 2025-07-06

  1

  4

  4

  MIT

• MCP Desktop Automation

  tanob

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides desktop automation capabilities using RobotJS and screenshot capabilities, enabling LLMs to control mouse movements, keyboard inputs, and capture screenshots of the desktop environment.

  Last updated 2025-11-11

  55

  26

  MIT

• MCP Tauri Automation

  Radek44

  A

  security

  A

  license

  -

  quality

  Enables AI-driven testing and automation of Tauri desktop applications through natural language, allowing users to interact with UI elements, capture screenshots, execute commands, and test application flows without manual clicking or complex scripts.

  Last updated 2025-11-18

  9

  1

  MIT

• MCP Prompt Enhancer

  soniankur948

  -

  security

  F

  license

  -

  quality

  Intelligently analyzes codebases to enhance LLM prompts with relevant context, featuring adaptive context management and task detection to produce higher quality AI responses.

  Last updated 2025-07-10

  1

• 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
• 

  Bitrefill Search and Shopofficial

  bitrefill

  A

  security

  A

  license

  -

  quality

  This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.

  Last updated 2025-12-12

  4

  55

  7

  MIT

• OpenAI and Claude MCP

  Spysailor

  -

  security

  F

  license

  -

  quality

  A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

  Last updated 2025-04-13

  8

• mem0 MCP Server for Project

  KunihiroS

  -

  security

  F

  license

  -

  quality

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• 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

• Live2D Automation MCP Server

  J621111

  -

  security

  F

  license

  -

  quality

  Enables the automatic generation of complete Live2D models from a single photo by automating segmentation, rigging, and physics configuration. It provides a full pipeline for creating layered art meshes and motion files through a suite of specialized animation tools.

  Last updated 2026-04-14

  12

• Amazon Q Custom Prompt MCP

  fiet-kyo

  A

  security

  F

  license

  -

  quality

  Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.

  Last updated 2025-08-06

  8

• n8n-workflow-builder-mcp

  ifmelate

  A

  security

  A

  license

  -

  quality

  n8n-workflow-builder-mcp

  Last updated 2025-12-05

  10

  66

  50

  MIT

• MCP Browser Automation Server

  hrmeetsingh

  A

  security

  A

  license

  -

  quality

  Enables automation of browser tasks using Playwright by interacting via Claude Desktop for executing user-defined prompts and operations.

  Last updated 2024-12-31

  12

  11

  MIT

• Database Tools for Claude AI

  elber-code

  A

  security

  F

  license

  -

  quality

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  11

  4

• 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

• MCP Prompt Tester

  rt96-hub

  -

  security

  A

  license

  -

  quality

  An MCP server that allows agents to test and compare LLM prompts across OpenAI and Anthropic models, supporting single tests, side-by-side comparisons, and multi-turn conversations.

  Last updated 2025-03-05

  MIT

• VSCode Automation MCP

  Sukarth

  -

  security

  A

  license

  -

  quality

  Enables AI agents to programmatically control and automate VSCode by interacting with its UI, executing commands, and inspecting the DOM structure. It supports advanced workflows like UI testing, extension development, and debugging through a standalone VSCode instance.

  Last updated 2025-12-05

  4

  4

  MIT
• 

  Langfuse Prompt Management MCPofficial

  langfuse

  -

  security

  A

  license

  -

  quality

  Facilitates access and management of Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and integration within clients like Claude Desktop and Cursor.

  Last updated 2025-02-16

  160

  MIT

• Windows Automation MCP Server

  eva-wanxin-git

  A

  security

  F

  license

  -

  quality

  Provides comprehensive Windows system control including file operations, process management, window control, screenshots, clipboard access, PowerShell/CMD execution, and optional mouse/keyboard automation and browser control capabilities.

  Last updated 2025-11-17

  41

• 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

• Document Automation MCP Server

  vedantparmar12

  -

  security

  A

  license

  -

  quality

  A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.

  Last updated 2026-01-19

  2

  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