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  • F
    license
    Not graded
    quality
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    maintenance
    Enables an AI assistant to diagnose a local WordPress install by listing plugins, checking PHP/WP environment, tailing debug logs, running guarded read-only SQL queries, and inspecting Gravity Forms error and add-on logs.
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    A
    quality
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    maintenance
    An MCP server that enables AI assistants to interact with Tenzir, a data pipeline engine for security operations, including executing pipeline queries, managing OCSF schemas, and generating parsers.
    15
    Apache 2.0
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    license
    A
    quality
    C
    maintenance
    Exposes a Raspberry Pi homelab's systemd service health, disk usage, CPU temperature, and LAN game-server status as read-only MCP tools, letting MCP clients answer questions like "how's the homelab doing?" without SSHing in manually.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A self-contained, security-first, EU-sovereign unified AI-operations MCP server that fuses a live bitemporal fleet model, a drift engine, and a tiered audited actuator into one control plane.
    5
    Apache 2.0
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    license
    A
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    maintenance
    Expert system hardware probe and performance diagnostic engine for AI, Gaming, and High-Performance workflows. Provides deep system insights such as real-time monitoring, thermal diagnostics, and LLM optimization.
    11
    57
    7
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to securely investigate packet captures through Wireshark's tshark engine, with bounded tools for protocol inventory, TCP failure diagnosis, latency measurement, and threat hunting.
    12
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Action-State Memory Engine that records typed events (state values and actions) and provides trend, anomaly, causal, and summary analyses via MCP tools. Enables agent self-tracking and operational monitoring with time-series math.
    7
    MIT
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    quality
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    Enables AI assistants to interact with and manage Google Cloud Platform resources including Compute Engine, Cloud Run, Storage, BigQuery, and other GCP services through a standardized MCP interface.
    1
    6
    MIT
  • F
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    Not graded
    quality
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    maintenance
    Patent-pending diagnostic + decisions-ledger engine for any host software system — operator briefs and a severity-gated MCP console.
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  • A
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    A
    maintenance
    Behavioral trust scoring for MCP servers and AI agents. Live registry tracking 4,500+ servers with trust scores (0-100) based on interaction history, success rates, and latency
    2
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to inspect workflow definitions, runs, logs, and more, with optional mutating tools for triggering, canceling, and managing workflows.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait stacks, image-load gaps, file/disk/mmap I/O, VirtualAlloc, network, registry, ALPC, DPC/ISR, CLR (GC/JIT/alloc/exception/contention), NT heap, and any user-mode ETW provider. Domain-neutral; works on any Windows trace.
    14
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-capable LLM clients to perform read-only Linux system observation and OS algorithm experiments by exposing typed tools for memory, filesystem, process, and CPU scheduling data with controlled, safe boundaries.
    MIT
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    quality
    A
    maintenance
    Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy engine, human approval gates, time-limited grants, rate limiting, and OTEL tracing. One Go binary, one YAML config, fail-closed by default.
    1
    Apache 2.0
  • F
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for Elasticsearch log querying. Enables natural language search, filtering, context retrieval, and aggregation of logs.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables SafeOps operators to monitor worker health, inspect job queues, investigate incidents, search runbooks, and approve or reject targeted failed-job retries through MCP tools, resources, and a prompt.
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  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server that exposes WebSocket session management as tools, allowing AI agents to open persistent connections, send typed frames, drain buffered messages, and monitor per-frame Shannon entropy to detect schema divergence.
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