"Maintaining Consistent Behavior in System Prompts" matching MCP servers:

• Better Prompts MCP

  comeonzhj

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  Automatically extracts actionable methodologies from articles and URLs, stores them in a vector database, and retrieves relevant methods to enhance user prompts for more effective AI interactions.

  Last updated 2025-09-03

  4

  MIT

• simple-prompts-mcp

  sinofseven

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  A simple MCP server for utilizing prompts defined in YAML files.

  Last updated 2025-05-15

  MIT

• Movilidad Con Prompts

  joaquinvalentin

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  Provides real-time and scheduled bus information for Montevideo's public transport system.

  Last updated 2025-07-28

  1

• Git Prompts MCP Server

  ceshine

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  A Model Context Protocol server that generates prompts based on Git repository content, including a command to generate PR descriptions from diffs.

  Last updated 2026-03-30

  3

  2

  MIT

• Train in Silence

  hlpun

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  Enables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.

  Last updated 2026-06-24

  7

  101

  MIT

• All-in-MCP

  isomoes

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  Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

  Last updated 2026-02-07

  7

  2

  MIT

• FastMCP Prompts Example

  mohamedelamraoui1

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  A tutorial demonstrating how to build reusable, parameterized MCP prompt templates using FastMCP, including patterns for research, summarization, and code review.

  Last updated 2026-07-15

  2

  MIT

• Bedrock Prompts MCP Server

  mslangford

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  Enables management and invocation of AWS Bedrock managed prompts with support for variable substitution, streaming responses, batch processing, and multiple AI models including Claude, Titan, Llama, and Mistral.

  Last updated 2025-11-15

  MIT

• codex-in-claude

  briandconnelly

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  Call OpenAI Codex from Claude Code for independent second opinions, structured code review, and delegated coding tasks through a FastMCP plugin that drives the codex CLI safely.

  Last updated 2026-08-03

  17

  2

  MIT

• System Information MCP Server

  dknell

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  Provides real-time system metrics and information through a Model Context Protocol interface, enabling access to CPU usage, memory statistics, disk information, network status, and running processes.

  Last updated 2025-07-01

  7

  5

• Realty In Au MCP Server

  BACH-AI-Tools

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  Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

  Last updated 2025-12-07

  13

  MIT

• Realty In Ca1 MCP Server

  BACH-AI-Tools

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  Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

  Last updated 2025-12-07

  MIT

• Chuk Design System

  chrishayuk

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  Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.

  Last updated 2025-11-06

  1

  MIT

• Distributed Memory System

  jrapisarda

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  Cross-project memory for Claude Code, enabling local semantic recall and secure, git-versioned markdown storage of reusable knowledge across repositories.

  Last updated 2026-07-19

  MIT

• MCP System Monitor Server

  huhabla

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  Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Apple Silicon, AMD/Intel), memory, disk, network, and processes across Windows, macOS, and Linux platforms through natural language queries.

  Last updated 2025-07-07

  3

  MIT

• file-system-mcp-server

  calebmwelsh

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  A comprehensive MCP (Model Context Protocol) server for file system operations, providing Claude and other AI assistants with access to local files and directories.

  Last updated 2025-04-02

  2

  MIT

• mcp-diff-system

  geek-o-geek

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  Fetches, summarizes, and reviews GitHub code diffs with asynchronous processing for large diffs.

  Last updated 2026-07-15

• MCP File System Server

  moaaz01

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  A secure, sandboxed file system server that enables reading, writing, searching, and managing files through MCP-compatible AI clients with path traversal protection and size limits.

  Last updated 2026-06-13

• sysdesign

  uttam-in

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  Enables Claude to design system architectures and scaffold minimal Python/Docker implementations, with live D3 visualization in the browser.

  Last updated 2026-07-22

• remote-behavior-agent

  spp417833515

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  Cross-platform remote debugging agent with MCP support for launching processes, screenshotting, hooking APIs/addresses, and reading/writing memory via Frida.

  Last updated 2026-06-28