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  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI harnesses to maintain a persistent memory layer backed by a local SQLite file, providing MCP tools to add, search, deprecate, and synchronize facts without deleting history.
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    MCP server providing governed access to board meeting data, with tools to query meetings, motions, and documents, automatically applying anonymity policies before returning answers.
    6
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI coding agents to synthesize and play concise spoken summaries of their work through multiple TTS providers, including Azure, OpenRouter, OpenAI, Gemini, ElevenLabs, and local OpenAI-compatible endpoints. It also lets agents stop playback on demand and check which provider, voice, and audio bridge are currently active.
    3
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Ultra-fast local markdown documentation RAG for AI coding agents, enabling instant BM25 search over official framework docs and live AI model registries via MCP.
    8
    59 PyPI
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables an AI agent to launch, monitor, and steer multiple coding agents running in tmux panes, including sending keystrokes, waiting for idle or output patterns, and managing sessions.
    9
    31 PyPI
    1
    MIT
  • 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
    -
  • A
    license
    B
    quality
    A
    maintenance
    Local MCP server for specialist personas, reusable Markdown workflows, task-scoped subagent contracts and per-repository memory. Runs on your own computer with Python 3.11+ and a locally installed embedding model; its Claude Code plugin launches that separate installation.
    2
    48
    13
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Enables local deterministic discovery, validation, and selection of validated skills through MCP tools, producing consistent plans without executing any skill.
    5
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    A local markdown memory and cross-agent context engine for AI coding assistants. It provides an MCP server with tools to search, add, retrieve, and distill persistent memory across tools like Claude Code, Cursor, and Zed.
    76 PyPI
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI to inspect and interact with UI elements, supporting control mode for the runner's own UI and SDK mode for external applications.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to inspect, query, test, and safely fix dbt projects and BigQuery warehouses under policy-enforced controls, with read-only direct queries and dbt-only allowlisted writes.
    Apache 2.0