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"Understanding File Usage" matching MCP servers:

  • M.I.M.I.R - Multi-agent

    orneryd
    A
    license
    -
    quality
    C
    maintenance
    Provides AI assistants with persistent graph database memory using Neo4j, enabling task management, relationship understanding, semantic search with embeddings, file indexing, and multi-agent coordination through the Model Context Protocol.
    Last updated
    7
    277
    MIT

  • Azure Usage MCP Server

    rithik-perera
    F
    license
    -
    quality
    D
    maintenance
    Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.
    Last updated
    1

  • snowflake-cost-mcp

    alizubairs
    A
    license
    A
    quality
    C
    maintenance
    Provides read-only visibility into Snowflake warehouse cost and query performance, including credit usage by warehouse, expensive queries, and heuristic right-sizing recommendations.
    Last updated
    6
    MIT

  • sqldb-mcp-server

    akrym1582
    A
    license
    A
    quality
    A
    maintenance
    A read-only MCP server that exposes SQL database access to LLMs, supporting multiple database types, compact columnar results, pagination, and file export.
    Last updated
    6
    25
    MIT

  • unifiles-mcp

    Asheng008
    A
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with unified file operations via MCP, supporting Excel, PDF, Word, and SQLite file reading, writing, and querying.
    Last updated
    12
    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.
    Last updated
    5
    MIT

  • Fetch JSONPath MCP

    ackness
    F
    license
    A
    quality
    D
    maintenance
    Enables efficient extraction of specific data from JSON APIs using JSONPath patterns, reducing token usage by up to 99% compared to fetching entire responses. Supports single and batch operations for both JSON extraction and raw text retrieval from URLs.
    Last updated
    4
    3

  • mcp-commands

    PuemMTH
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.
    Last updated
    5

  • dokploy-mcp-server

    sapientsai
    A
    license
    A
    quality
    B
    maintenance
    A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.
    Last updated
    17
    288
    2
    MIT

  • XRootD MCP Server

    eic
    A
    license
    A
    quality
    C
    maintenance
    An MCP server providing access to XRootD file systems, allowing LLMs to browse directories, read file metadata, and access contents via the root:// protocol. It supports advanced features like campaign discovery, file searching, and ROOT file analysis for scientific data management.
    Last updated
    18
    1
    MIT

  • MCP Bitbucket Python

    Kallows
    F
    license
    A
    quality
    D
    maintenance
    A Python implementation of an MCP server that enables secure, local Bitbucket integration for AI applications, providing tools for repository management, branch creation, file operations, issue tracking, and pull request creation.
    Last updated
    10
    6