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    A pre-action risk gate for AI agents. Your agent calls the forecast tool before any irreversible action — send email, run SQL, make a payment, delete a file — and gets a risk score (0–100) and a GO / CONFIRM / STOP verdict in a few seconds.
    1
    523
    MIT
  • F
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    Not graded
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    maintenance
    Enables management and inspection of webhook tokens (URLs) and incoming requests via webhook-test.com, allowing users to create, list, fetch details, fetch payloads, and delete webhooks without custom API integrations.
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    Enables coding agents to log friction events (tried, failed, minutes lost) and allows reviewers to cluster, rank, and resolve these vents locally without network access.
    2
    MIT
  • A
    license
    A
    quality
    A
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    MCP server for Healthchecks: inspect, create and adjust cron and uptime checks, and read why one failed
    14
    266
    MIT
  • A
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    quality
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    ac-infinity-mcp is an MCP server that connects Claude (and other AI assistants) directly to your AC Infinity controllers — so you can read live sensor data, run analytics, and adjust fan speeds or port states using natural language, without opening the AC Infinity app.
    25
    6
    MIT
  • F
    license
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    quality
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    Reports your Claude subscription usage (5-hour and weekly limits) with a forecast and velocity recommendation, using Claude Code's existing OAuth session without requiring an API key.
    2
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  • A
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    quality
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    maintenance
    A Model Context Protocol (MCP) server for the RIPE Atlas network measurement platform. Enables AI assistants to create network measurements, retrieve results, search probes, and manage credits.
    13
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    3
    MIT
  • F
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    A Model Context Protocol server that gives LLM clients full access to your AppDynamics monitoring data — plus the ability to create and manage dashboards and health rules.
    30
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  • A
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    quality
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    maintenance
    Connects AI assistants to Crontinel, enabling natural language queries about cron jobs, queues, Horizon status, and alerts without opening a browser.
    7
    24
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server that provides read access to Plausible Analytics data with natural-language date resolution, enabling users to query analytics like 'yesterday' or 'last week' without needing to know exact date formats.
    8
    MIT
  • A
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    MCP server for log file analysis. Gives LLMs the ability to efficiently analyze large log files without loading them into context.
    7
    99
    MIT
  • A
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    maintenance
    MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). Enables AI assistants to diagnose performance, analyze threads, and inspect JFR recordings without manual CLI usage.
    26
    64
    10
    MIT
  • A
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    Free SEO + GEO (AI-search-citation) analysis for AI assistants: full SEO audits, AI-crawler-access checks (GPTBot/ClaudeBot/PerplexityBot), Core Web Vitals, structured data, security headers, mobile, and images. No signup, no API key, nothing sent to any server - runs entirely on the user's machine.
    13
    12
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables AI assistants to perform vulnerability scanning on Docker/OCI images, check CVE details, analyze licenses, and compare scan results via ScanRook.
    8
    15
    MIT
  • A
    license
    A
    quality
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    maintenance
    A read-only MCP server for inspecting Kubernetes clusters, allowing LLMs to list resources, describe pods, and read logs without mutation.
    5
    MIT