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"Servers Offering MCP Prompts as Prompt Primitives" matching MCP servers:

  • FastMCP Prompts Example

    mohamedelamraoui1
    A
    license
    -
    quality
    C
    maintenance
    A tutorial demonstrating how to build reusable, parameterized MCP prompt templates using FastMCP, including patterns for research, summarization, and code review.
    2
    MIT

  • PromptTuner MCP

    j0hanz
    A
    license
    B
    quality
    D
    maintenance
    Analyzes, refines, and optimizes prompts for AI assistants by fixing grammar, improving clarity, applying best practices like chain-of-thought and few-shot learning, and scoring prompt quality across multiple dimensions.
    3
    16
    MIT
  • mcp-server-gis-helper by GSA-TTS

    mcp-server-gis-helperofficial

    GSA-TTS
    F
    license
    A
    quality
    C
    maintenance
    Enables users to draw GIS geometry on an interactive map and get clean, validated GeoJSON to hand off to other GIS MCP servers such as FEMA flood screening and USGS hydrography.
    3

  • mcp-fns-calc

    atomno-mcp
    A
    license
    A
    quality
    A
    maintenance
    MCP-сервер налоговых/бухгалтерских калькуляторов ФНС + публичные фискальные статусы (самозанятый, ИП/ОКВЭД, дисквалификация, блокировки счетов). Волна 1, юр-риск минимальный.
    12
    1
    MIT

  • AnB-MCP

    kaka-milan-22
    A
    license
    A
    quality
    A
    maintenance
    An MCP front-end for AnB. The tool surface is "use-don't-reveal": no tool returns a plaintext secret. Reveal paths require a TTY the server doesn't have, so the no-reveal guarantee is structural, not prompt-based — it holds even against a prompt-injected agent. Runs as a dedicated, narrowly-scoped AnB identity; exec is default-deny (only allowlist rules tagged scope=mcp run); command output
    5
    1
    MIT

  • actual-budget-mcp

    Saikumarmohan
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Actual Budget that enables AI agents to read accounts, transactions, categories, and budgets, as well as create and update transactions and transfers.
    11
    1
    MIT

  • proxy-mcp

    Rixmerz
    F
    license
    A
    quality
    D
    maintenance
    Universal MCP proxy server that discovers, searches, and executes tools across all configured MCP servers from a single entry point.
    7

  • Animagine MCP

    gabrielalmir
    A
    license
    A
    quality
    D
    maintenance
    A FastMCP server for the Animagine XL 4.0 image generation experience that provides tools for prompt validation, optimization, and explanation. It also enables the management of local checkpoints and LoRAs to streamline diffusion workflows and ensure consistent prompt structure.
    8
    MIT

  • mcp-ssh-multi

    gilberth
    A
    license
    A
    quality
    C
    maintenance
    MCP server for managing multiple SSH servers via AI assistants, offering tools for remote command execution, file operations, and system monitoring.
    11
    MIT

  • mcp-lens

    helygp
    A
    license
    A
    quality
    B
    maintenance
    A reference implementation of the mcp-lens pattern for progressive disclosure in MCP servers. It exposes three stable meta-tools to search, inspect, and execute capabilities, keeping tool-definition costs constant as the catalog grows.
    3
    Apache 2.0

  • Hello MCP Server

    mfang0126
    A
    license
    A
    quality
    D
    maintenance
    A simple MCP server that provides a basic greeting tool and serves as a starter template for AWS Lambda deployment. Demonstrates how to build and deploy MCP servers with both local development and cloud deployment capabilities.
    1
    18
    MIT

  • small-mcp

    Nishant-IIT
    F
    license
    A
    quality
    C
    maintenance
    A minimal FastMCP server in Python demonstrating all four MCP primitives with tools for arithmetic, word counting, time, and logging, resources for server info and code snippets, and prompts for summarization and code review.
    6

  • MCP Demo

    colesmcintosh
    F
    license
    A
    quality
    D
    maintenance
    A FastMCP server providing hackathon overview resources and reusable starter prompts for quick integration with Cursor.
    1

  • mcp-sudact

    atomno-mcp
    A
    license
    A
    quality
    A
    maintenance
    MCP server for Russian court practice (Sudact): full-text case search by law article, court, instance and dates, with access to full decision texts.
    2
    2
    MIT