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  • A
    license
    A
    quality
    A
    maintenance
    Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval over your personal vault with provenance-grade extraction. 8 tools for Claude Desktop including search, archaeology, and graph write.
    14
    3
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables reading and writing a running Ableton Live session by creating MIDI, device chains, automation, and arrangement markers while verifying each write by reading it back. It also measures the user's own projects and library to answer with counts and evidence rather than guesses.
    AGPL 3.0
  • F
    license
    Not graded
    quality
    F
    maintenance
    A secure, declarative MCP runtime that turns YAML configs into MCP servers with trust enforcement, credential brokering, and tamper-evident audit logging.
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes 59 tools for Loom's internal GraphQL API, enabling listing, searching, and managing Loom videos, transcripts, comments, tasks, and more.
    60
    12
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Serves Claude Desktop a unified, actionable read of Google Calendar and Google Tasks, surfacing overdue items first, then the day's events, free slots, and open tasks, with explicit-request-only write tools for creating, updating, completing, and deleting. Google stays the sole source of truth with no server-side storage beyond the OAuth token and a 30-second read cache.
    13
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude Desktop and compatible agents to search, read, add, update, and delete a locally stored, user-curated memory using hybrid retrieval with reranking and Qdrant. All processing runs locally without cloud services or API keys.
    9
    Apache 2.0
  • A
    license
    C
    quality
    D
    maintenance
    MCP server that integrates with chat tools to provide context from local projects, enabling reviewed and cited prompts.
    7
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Grants an agent a bounded view of the filesystem where each directory is declared explicitly with a role (reference, sourcecode, workspace) that caps operations to read, write, or delete, resolving every path through a single confinement and permission checkpoint. Common secrets such as .env, keys, and .git are filtered from both access and listings, and deletions only move files into a per-root trash instead of erasing them.
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables intelligent monitoring and management of Zoom rooms across multiple sites using smart location resolution and hierarchical discovery. It provides tools for checking room status, retrieving location hierarchies, and accessing detailed room configurations through the Zoom API.
    5
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables reading, listing, creating, and editing Microsoft Loop pages as Markdown through browser automation.
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables interactive Python execution with a persistent IPython kernel through MCP, retaining namespace state and providing structured output logs for agent and tool integrations.
    8
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables agents to report and query performance metrics to build a community-driven quality database for MCP tools. This server helps agents discover and select the most reliable tools based on success rates and user-reported quality scores.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that lets an LLM client browse and curate posts from a hand-picked list of Instagram tattoo artists via Instagram's Business Discovery API.
    11
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants like Claude to interact with humans through intuitive GUI dialogs, supporting text input, choices, confirmations, and information displays.
    6
    22 PyPI
    163
    MIT