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  • A
    license
    A
    quality
    C
    maintenance
    Provides local persistent working memory for AI agents, allowing them to load rules, preferences, and project state before tasks and save validated experiences after successful completion. Works with stdio MCP clients via a local JSON file.
    5
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Provides four MCP tools for neural retrieval: personalized user recommendations, item-to-item similarity, cold-start text search, and explainable recommendation scores, enabling LLM agents to query a trained two-tower recommender over Amazon Reviews data.
    1
    -
  • 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
    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
    149 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
    30 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
    Enables AI agents to manage KVM/libvirt virtual machines and Borg/Timeshift backups on Fedora, with sudo and destructive operations flagged for confirmation.
    19
    80 npm
    1
    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
    38 PyPI
    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.
    165 PyPI
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that wraps AI CLI tools — Claude Code, Antigravity CLI, and Codex CLI — so any MCP client can call them as tools.
    299 npm
    18
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP tools that let a coding agent assemble, validate and store a structured handoff document describing a change just finished, then let a receiving agent read that handoff narrowed to its own repository's required actions.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    nexus-agents makes your AI coding tools work together intelligently. It coordinates Claude, Codex, Gemini, and OpenCode — routing each task to the best model using data-driven algorithms, validating outputs through multi-model consensus voting, and continuously improving through outcome-driven learning. Connect it to any MCP-compatible editor (Claude Code, Cursor, VS Code) and it handles the rest.
    15,369 npm
    20
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    The simplest way to bridge and collaborate across AI Agent sessions like Claude Code, Codex, Gemini, or Cursor. It allows your agents to combine their strengths to solve your most difficult tasks without leaving their current context.
    32 npm
    69
    MIT