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"Understanding Prompts or Prompt Engineering" matching MCP servers:

  • Engineering Operations MCP

    chinhong-chua
    F
    license
    -
    quality
    C
    maintenance
    A safe, read-only MCP server that gives Codex structured access to engineering operations evidence, with validated queries, secret redaction, and audit logging. Provides a search_logs tool for filtering logs by service, environment, severity, and time range.

  • SilentFail

    decksaga
    A
    license
    -
    quality
    A
    maintenance
    Diagnose MCP servers — health checks, tool testing, token cost audits, conflict detection, and security scanning with 50+ prompt injection patterns. Works as CLI or MCP server inside Claude Desktop.
    1
    MIT

  • iris-eval/mcp-server

    iris-eval
    A
    license
    A
    quality
    A
    maintenance
    MCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.
    9
    346
    7
    MIT

  • sanitycheck-mcp

    zetlen
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.
    3
    14
    ISC

  • KiroStats

    BrennanWebb
    A
    license
    A
    quality
    B
    maintenance
    Real-time credit usage and session tracking for Kiro IDE, reading from local state without auth or network.
    5
    MIT

  • dockhand-readonly-mcp

    cgfm
    F
    license
    A
    quality
    B
    maintenance
    Read-only MCP adapter for the Dockhand REST API, enabling secure querying of container environments, networks, stacks, and runtime status via STDIO or authenticated HTTP.
    8

  • memorydetective

    carloshpdoc
    A
    license
    A
    quality
    B
    maintenance
    iOS leak hunting and performance investigation. Reads .memgraph and .trace files, classifies retain cycles against a 34-pattern catalog with Swift fix templates, bridges to source via SourceKit-LSP. 28 MCP tools, 34 catalog resources, 5 investigation prompts.
    42
    180
    13
    Apache 2.0

  • session-watcher

    nomadop
    A
    license
    A
    quality
    B
    maintenance
    Session Watcher treats your prompt cache as inventory — it uses EOQ theory to tell you whether the current context is still worth carrying, and when to restart. Works with any session-based coding agent.
    3
    39
    2
    MIT

  • agent-safety-mcp

    LuciferForge
    A
    license
    A
    quality
    F
    maintenance
    Unified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.
    17
    1
    MIT
  • Logly MCP server by logly-uk

    Logly MCP serverofficial

    logly-uk
    A
    license
    A
    quality
    C
    maintenance
    Query your Logly web analytics — traffic, breakdowns, funnels, real-time visitors — from Claude, Cursor or any MCP client.
    8
    39
    2
    MIT

  • wazuh-mcp-server

    Sbharadwaj05
    A
    license
    A
    quality
    A
    maintenance
    AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR for alert triage, threat hunting, compliance audits, and incident response through natural language prompts.
    28
    13
    MIT

  • AWS FIS MCP Server

    RadiumGu
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with AWS Fault Injection Service to create, manage, and execute chaos engineering experiments. Operates in read-only mode by default for security, with optional write operations for starting/stopping experiments and managing templates.
    10
    4
    MIT

  • Savri Analytics MCP Server

    savri-io
    A
    license
    A
    quality
    C
    maintenance
    Enables users to access and manage Savri analytics data, including visitor statistics, traffic sources, and conversion funnels, directly within Claude. It supports tracking custom event properties and creating multi-step conversion goals through natural language prompts.
    15
    168
    MIT

  • AI Impact MCP

    anchetadev
    F
    license
    A
    quality
    B
    maintenance
    Estimates the environmental footprint of your AI use — energy (kWh), miles driven, water used for cooling, and CO₂ — plus a prompt-efficiency score, working with any AI client by measuring token usage.
    9