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"Understanding Prompts or Prompt Engineering" matching MCP servers:

  • Prompt Store MCP

    mhoshdev
    A
    license
    -
    quality
    D
    maintenance
    A local-only MCP server that uses SQLite to store, search, and manage a personal library of AI prompts. It enables developers to organize and reuse prompts across multiple AI clients like Claude and Cursor while keeping all data on their local machine.
    14
    1
    MIT

  • mcp-geo-server

    agent-engineering-studio
    A
    license
    B
    quality
    C
    maintenance
    Enables natural language interaction with a GeoServer instance for managing workspaces, datastores, feature types, layers, styles, and OGC services (WMS/WFS) via an LLM-powered agent.
    1
    MIT

  • GPS

    ambient-code
    A
    license
    -
    quality
    B
    maintenance
    Provides sub-millisecond access to organizational and engineering data by pre-materializing data into a read-only SQLite database. Enables agents to query people, teams, issues, features, and governance documents without upstream latency or auth.
    1
    MIT

  • OmniData MCP

    MostafaAI10
    A
    license
    A
    quality
    B
    maintenance
    A unified Model Context Protocol server for data engineering and analytics that lets LLM clients query, profile, transform, and visualize data using DuckDB and PySpark, while keeping raw data out of the model's context through read-only, bounded, and audited operations.
    4
    8
    1
    MIT

  • analytics-mcp

    bhavya998
    A
    license
    A
    quality
    C
    maintenance
    A production-grade MCP server for enterprise sales analytics, enabling LLM clients to query, analyze, and visualize sales data from a SQLite database through structured tools, resources, and prompts.
    6
    MIT

  • schema-engram-mcp

    wabox32
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.
    5
    MIT

  • MCP Agents

    amajakai14
    F
    license
    A
    quality
    D
    maintenance
    Provides FastMCP-based servers with various tools for AI assistants including math operations, file management, note-taking, todo management, and database operations. Offers both basic and advanced server configurations with tools, resources, and prompt templates.
    4

  • FinRAG-MCP

    Nithishkaranam2002
    F
    license
    A
    quality
    D
    maintenance
    Enables secure role-based querying of company documents across different departments (Engineering, Finance, HR, Marketing) with access control that restricts data visibility based on user roles. Provides retrieval-augmented generation with source citations and metadata for trusted corporate knowledge access.
    4

  • Mixpanel MCP Server

    T-Campbell18
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides access to the Mixpanel REST API, enabling AI agents to query events, funnels, retention data, and user profiles. It allows users to perform complex analytics tasks and export raw event data through natural language prompts.
    16
    44
    MIT

  • agentmako

    drhalto
    A
    license
    B
    quality
    A
    maintenance
    Local-first codebase intelligence engine providing AI coding agents with a typed MCP toolset for understanding and navigating code repositories.
    100
    51
    Apache 2.0

  • IRIS MCP Blueprint

    pietrodileo
    A
    license
    B
    quality
    C
    maintenance
    MCP server that enables AI assistants to interact with InterSystems IRIS databases through tools for SQL, globals, class methods, Atelier API, and interoperability, plus guided prompts for common workflows.
    26
    MIT