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"Understanding Prompts or Prompt Engineering" matching MCP servers:

  • engineering-bridge

    wudy29
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    quality
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    maintenance
    A local STDIO MCP server that bridges MCP clients to the Codex CLI by sending instructions to a configured workspace, exposing task run, status, and result tools with a read-only sandbox and no remote transport.
    26
    MIT

  • RT-Prompt-MCP

    yuyao1999
    A
    license
    D
    quality
    D
    maintenance
    A Model Context Protocol server that provides specialized prompt suggestions for backend development, frontend development, and general tasks to help LLMs generate better content.
    6
    36
    1
    MIT

  • MCP Prompt Server

    gdli6177
    A
    license
    D
    quality
    D
    maintenance
    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.
    10
    17
    247
    MIT

  • MCP Prompt Tester

    rt96-hub
    A
    license
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    quality
    C
    maintenance
    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.
    MIT

  • Yes or No MCP

    a-polishchuk
    F
    license
    D
    quality
    D
    maintenance
    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    1
    8

  • Google OR-Tools server

    Jacck
    A
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    quality
    D
    maintenance
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    21
    MIT
  • MetaModel MCP Server by metamodel-app

    MetaModel MCP Serverofficial

    metamodel-app
    A
    license
    A
    quality
    C
    maintenance
    Lets AI assistants use MetaModel's formula engine for certified computation, turning published calculators, pricing tools, and engineering models into AI-callable tools with no hallucinated math.
    3
    34
    MIT

  • mcp-testbed

    anthonys1760
    A
    license
    A
    quality
    C
    maintenance
    Provides an isolated workspace for testing candidate code, runs tests, and returns deterministic pass/fail verdicts. Enables automated grading of software engineering solutions by ensuring reproducible test runs.
    5
    MIT

  • claudecode-mcp

    trevoraspencer
    A
    license
    A
    quality
    B
    maintenance
    Local MCP server that wraps the headless Claude Code CLI as MCP tools, providing stateless access to Claude's coding capabilities through prompt-based interactions. It enables users to execute Claude Code commands with various prompt formats and structured outputs directly from MCP clients.
    3
    MIT

  • MCP Sage

    jalehman
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.
    3
    10

  • Massive Context MCP

    egoughnour
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.
    17
    1
    MIT

  • MCP-Confirm

    mako10k
    A
    license
    A
    quality
    D
    maintenance
    An MCP server implementing AI-user confirmation protocols, providing tools for LLMs to seek user confirmation when uncertain through yes/no questions, action confirmations, intent clarification, understanding verification, and satisfaction ratings.
    8
    11
    MIT