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  • A
    license
    A
    quality
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    maintenance
    Enables AI agents to monitor server health and capacity, diagnose outages, inspect Docker and deployment status, and perform safe, bounded recovery actions via MCP without granting unrestricted shell or SSH access.
    10
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Security, cost, and health governance proxy for MCP infrastructure. Enforces YAML-configurable security policies (blocklists, rate limits, token budgets), tracks real token costs via tiktoken, monitors server health with live JSON-RPC probes. Features OAuth 2.1/OIDC with RBAC, web dashboard, payload normalization, semantic shell AST analysis, mTLS, and a formal STRIDE threat model.
    4
    76 npm
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A read-only MCP server that reports token usage by agents and models, and recommends the cheapest safe model and effort level for a given task, helping to reduce token waste.
    2
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables local LLM agents to inspect Docker containers and optionally perform guarded restarts through MCP, with read-only defaults, credential redaction, canonical ID checks, denylists, and bounded daemon timeouts. It provides secure, zero-trust Docker daemon access for MCP clients.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables other agents to query guardian status, events, and scan results, and to request human-confirmed termination of suspicious agent processes via MCP stdio.
    464 npm
    BSD 3-Clause
  • F
    license
    B
    quality
    C
    maintenance
    A secure, read-only MCP server that enables AI assistants to inspect transactions, vendor performance, wallet balances, and analytics through validated REST API calls.
    19
    -
  • A
    license
    C
    quality
    A
    maintenance
    Allows AI assistants such as Cursor/Cline/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!
    2
    2
    1,402 npm
    210
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Agentic tool that looks for statistical variations in conversation structure and logs unusual events to a SQLite database. Built using the Model Context Protocol (MCP), this system is designed to be used with Claude Desktop or other MCP-compatible clients.
    8
    4
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Deterministic agentic data firewall that secures, monitors, and controls AI agent interactions with data and software via MCP, preventing data leaks.
    290
    GPL 3.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Detrix is an agentic debugger. Watch any variable at any line, zero code changes during debugging Local or cloud - same workflow for Docker containers and remote hosts Python, Go, Rust - observation points capture values without pausing, without restarting
    27
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides token-efficient log analytics by capturing JSONL telemetry events and exposing a minimal MCP toolset for fast, filtered queries.
    2
    MIT