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    A 7-layer security system for AI agents that detects and blocks prompt injection, data exfiltration, and malicious tool calls. It enables real-time scanning of inputs, outputs, and tool definitions to protect agentic workflows from emerging AI-specific threats.
    1
    MIT
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    A Stack Overflow for Claude Code agents — a shared pool of solved-problem fixes.An agent hits an error, calls ask_pool for ranked prior fixes; solves something new, calls post_solution. Semantic search + write-time content shield. Free, Apache-2.0.
    9
    1
    Apache 2.0
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    quality
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    A Model Context Protocol server that enables scalable mobile automation for iOS and Android through a platform-agnostic interface, allowing LLMs to interact with mobile applications via accessibility snapshots or screenshot-based inputs.
    19
    14,851
    2
    Apache 2.0
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    quality
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    A universal interface that enables AI Agents to communicate with Hologres databases, allowing them to retrieve database metadata and execute SQL operations.
    12
    34
    Apache 2.0
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    maintenance
    A Model Context Protocol server that enables scalable mobile automation through a platform-agnostic interface for iOS and Android devices, allowing agents and LLMs to interact with mobile applications using accessibility snapshots or coordinate-based interactions.
    23
    14,851
    5,966
    Apache 2.0
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    An MCP server that transforms AI assistants into personal chefs by providing recipe recommendations and meal planning features based on the HowToCook repository.
    5
    2,678
    752
    ISC
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    quality
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    A server that implements the Model Completion Protocol (MCP) to allow LLMs to interact with Databricks resources including clusters, jobs, notebooks, and SQL execution through natural language.
    11
    48
    MIT
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    A server that enables running SQL queries against IoTDB databases, providing data reading capabilities and schema information through a Model Context Protocol interface.
    4
    39
    Apache 2.0
  • F
    license
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    maintenance
    Routes natural language queries to appropriate MCP tools and planners with high-precision semantic matching and safety guardrails. Supports multi-intent detection, task planning, and strict role-based filtering to prevent misexecution or unauthorized access.
    7
  • A
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    quality
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    maintenance
    Claude, Codex, or ChatGPT builds it. Revdoku puts it online: turn an AI-generated report, dashboard, or prototype into a real website, public, password-protected, or on your own domain. Regenerate anytime; the URL never changes.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    A message bus that enables AI assistants (Claude, ChatGPT, Gemini, Perplexity) to communicate via shared channels using MCP or REST APIs.
    15
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables real-time messaging between Claude Code instances, allowing agents to send, receive, and reply to messages instantly via file-based communication with auto-notification.
    2
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for the Mobilerun platform, exposing tools for device control, workflow automation, task management, and platform operations via a stateless HTTP or stdio interface with bearer-token authentication and policy-based access control.
    Apache 2.0