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  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for search ranking evaluation and drift monitoring, enabling ranking of documents, scoring against editorial judgments, and detecting ranking regressions with a tamper-evident audit trail.
    Academic Free v1.1
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides read-only MCP tools for market snapshots, position risk, order reconciliation, and daily report previews with deterministic financial calculations, evidence chains, and audit trails.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides LLMs with network intelligence capabilities including PTR record lookups, ASN analysis, traceroute enrichment, and real-time network monitoring through The Aleph API.
    13
    2 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.
    6
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to explore a PostgreSQL database, run bounded read-only SQL, inspect query plans, test hypothetical indexes, find slow queries, and check database health with compact CSV output.
    MIT
  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    A production-grade Model Context Protocol server that enables secure management of context data through a React dashboard, supporting ZIP processing, context approval workflows, and system monitoring.
    430 npm
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Exposes 90 production-grade tools for interacting with the complete HPE Aruba Networking Central REST API surface, including network inventory, configuration, and security management. It features enterprise-ready OAuth2 handling and semantic tool filtering for optimized performance with both hosted and local LLMs.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Connects LLMs to Google PageSpeed Insights to analyze web performance, accessibility, SEO, and best practices, enabling AI assistants to audit and improve any web page.
    10
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to triage SOC alerts while enforcing a trust firewall across retrieval, memory, and privileged actions. It exposes tools for alerts, logs, memory, and alert actions, with defenses that refuse risky operations in the presence of attacker-controllable content.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables read-only queries of the x402 catalogue: checking endpoint payability and prices, finding endpoints by host or keyword, monitoring host drift, and verifying nsgoods signatures offline.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for MetaTrader 5 that provides account monitoring, risk checks, and Algo Trading toggle without trading operations. Designed to work over SSH across Windows sessions.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    This MCP server integrates Google PageSpeed Insights to analyze website performance, accessibility, best practices, SEO, and PWA on mobile and desktop, returning detailed audits and optimization opportunities.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to perform comprehensive web performance analysis using Google's PageSpeed Insights API, including metrics, best practices, SEO, and accessibility audits.
    30 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A read-only MCP operations console for monitoring an algorithmic trading fleet, providing heartbeat, reconciliation, alert, and audit data through six typed tools.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI coding agents to inspect local Claude Code and Codex CLI usage, route tasks to the best available plan, and query remote plan data, recent changes, and recommendations.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to observe and inspect Sierra Chart chartbooks, charts, studies, drawings, and data, read diagnostics, and apply validated configuration changes via a local bridge, without any order execution or trading features.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to manage GPU training end-to-end through natural language, including submitting and scheduling jobs, monitoring logs and metrics, diagnosing failures, comparing runs, and recommending the best checkpoints.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides read-only access to a live trading experiment's public state, letting agents query current balance and open position, recently closed trades, contributor shadow rules and their promotion progress, and the latest saga chapter. It forwards every call to a single upstream MCP endpoint and returns responses untouched, with no trading or account-write operations.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for InfluxDB 2.x, tuned for Home Assistant long-term storage, enabling reading sensor history, finding anomalies, and running Flux queries.
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    An advanced system monitoring solution that uses unsupervised machine learning algorithms to detect abnormal resource usage patterns in real-time, with features including anomaly detection, process analysis, and Discord integration.
    2
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to inspect Google Play releases, reviews, Android vitals, and scoped bulk reports, and to prepare explicitly authorized changes using locally supplied service-account credentials. Reads are default, while optional writes and sensitive reads require explicit configuration and single-use execution.
    4
    13
    42 PyPI
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that records agent execution metrics and exposes a Context Window Explorer to visualize exactly what entered the model's context window across sessions, tokens, and tool calls.
    8
    3
    MIT