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  • Clamp Analytics MCP Server by clamp-sh

    Clamp Analytics MCP Serverofficial

    clamp-sh
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    Provides AI assistants with read access to Clamp analytics data including pageviews, visitors, referrers, and custom events. Enables traffic analysis, conversion funnel evaluation, and metric alerts through natural language queries.
    Last updated
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    11
    179
    1
    MIT
  • AlibabaCloud MCP Server by aliyun

    AlibabaCloud MCP Serverofficial

    aliyun
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    A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.
    Last updated
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    110
    Apache 2.0
    • Apple
    • Linux
  • Scout Monitoring MCP by scoutapp

    Scout Monitoring MCPofficial

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    Enables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.
    Last updated
    9
    28
    MIT
    • Apple

  • jaeger-mcp

    mshegolev
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    Provides read-only access to Jaeger distributed tracing data through the Model Context Protocol. Enables Claude and other MCP-capable agents to search traces, inspect spans, and analyze service dependencies directly within conversations.
    Last updated
    2
    5
    MIT
  • Kastell by kastelldev

    Kastellofficial

    kastelldev
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    Server security auditing (413 checks, 29 categories), production hardening, and fleet management. Supports Hetzner, DigitalOcean, Vultr, and Linode.
    Last updated
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    480
    48
    Apache 2.0

  • freshprobe

    Sudhan30
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    Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS certificate health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN JSON verdicts with policy evaluation and NIST AI RMF mapping.
    Last updated
    2
    3
    MIT
    • Linux
    • Apple
  • Custify MCP Server by CustifyOfficial

    Custify MCP Serverofficial

    CustifyOfficial
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    Connects AI assistants to Custify customer success data for querying account metrics, health scores, and usage trends. It also supports taking actions such as creating notes, managing tasks, and triggering playbooks.
    Last updated
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    14
    3
    MIT
    • Apple
  • Mallory MCP Server by malloryai

    Mallory MCP Serverofficial

    malloryai
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    A robust Model Control Protocol server that enables AI agents to access real-time cyber threat intelligence and detailed information about vulnerabilities, threat actors, malware, and other cyber-security entities.
    Last updated
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    8
    Apache 2.0
  • Rollbar MCP Server by rollbar

    Rollbar MCP Serverofficial

    rollbar
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    Enables AI assistants to interact with Rollbar error tracking and monitoring service, allowing them to diagnose issues, view item details, list deployments, retrieve session replays, and update item properties through natural language commands.
    Last updated
    8
    1,845
    25
    MIT
  • Kong Konnect MCP Server by Kong

    Kong Konnect MCP Serverofficial

    Kong
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    A Model Context Protocol server enabling AI assistants to interact with Kong Konnect's API Gateway, providing tools to query analytics data, inspect configurations, and manage control planes through natural language.
    Last updated
    10
    40
    Apache 2.0
    • Apple
  • thinkneo-control-plane by thinkneo-ai

    thinkneo-control-planeofficial

    thinkneo-ai
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    Enterprise AI governance layer for spend tracking, runtime guardrails, policy enforcement, and budget limits. Connects Claude, ChatGPT, and any MCP client to ThinkNEO's control plane for SOC2/GDPR/HIPAA compliance monitoring and real-time provider health.
    Last updated
    8
    MIT
    • Apple
    • Linux
  • WAVE MCP Server by wave-av

    WAVE MCP Serverofficial

    wave-av
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    Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, studio productions, and real-time analytics. It enables users to control stream lifecycles, monitor health metrics, and access billing usage through the Model Context Protocol.
    Last updated
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    1
    MIT
  • JoeSandboxMCP by joesecurity

    JoeSandboxMCPofficial

    joesecurity
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    A Model Context Protocol (MCP) server for interacting with Joe Sandbox Cloud. This server exposes rich analysis and IOC extraction capabilities from Joe Sandbox and integrates cleanly into any MCP-compatible application (e.g. Claude Desktop, Glama, or custom LLM agents).
    Last updated
    15
    10
    MIT
  • Octopus Deploy MCP Server by OctopusDeploy

    Octopus Deploy MCP Serverofficial

    OctopusDeploy
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    Enables AI assistants to inspect, query, and diagnose problems within Octopus Deploy instances. Provides read-only access to deployments, releases, projects, environments, and other DevOps resources to transform AI into your ultimate DevOps wingmate.
    Last updated
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    Mozilla Public 2.0
  • LangSmith MCP Server by langchain-ai

    LangSmith MCP Serverofficial

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    Enables language models to access LangSmith observability platform features including fetching conversation history, managing prompts, retrieving traces and runs, working with datasets and examples, and analyzing experiments.
    Last updated
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    106
    MIT
  • ChartMogul MCP Server by chartmogul

    ChartMogul MCP Serverofficial

    chartmogul
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    Enables interaction with the ChartMogul API to manage subscription data, customer relationships, and sales CRM activities. It allows users to retrieve key business metrics like MRR and churn while performing data operations on plans, invoices, and contacts.
    Last updated
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    7
    MIT
    • Apple
  • astro-airflow-mcp by astronomer

    astro-airflow-mcpofficial

    astronomer
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    An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.
    Last updated
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    10
    Apache 2.0

  • humane-proxy

    Vishisht16
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    It's a safety middleware that can detect and intercept self-harm and criminal intent at 3 stages. It allows developers of chat-based platforms to configure webhook notifications and store encrypted information for prior mitigation of any such cases.
    Last updated
    3
    1
    Apache 2.0

  • MCP Work History Server

    nocoo
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    A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.
    Last updated
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    MIT

  • Agent Feedback Loop

    AiAgentKarl
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    Enables agents to report and query performance metrics to build a community-driven quality database for MCP tools. This server helps agents discover and select the most reliable tools based on success rates and user-reported quality scores.
    Last updated
    4
    MIT

  • Parallels RAS MCP Server

    RMITBLOG
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    A read-only MCP server that provides visibility into Parallels Remote Application Server infrastructure, policies, and sessions through the RAS REST API. It enables AI assistants to query site settings, published applications, and license status without performing any modifications.
    Last updated
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    1
    MIT

  • firewalla-mcp-server

    amittell
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    Provides comprehensive Firewalla MSP firewall integration via MCP protocol with 28 tools for real-time security monitoring, network analysis, bandwidth tracking, and rule management. Supports all MCP-compatible clients for automated network security operations.
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    TypeScript
    MIT
    • Apple

  • Spotinst MCP Server

    arnstarn
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    An MCP server for the Spot.io API that enables management of AWS and Azure Ocean clusters across multiple accounts. It provides tools for cluster inventory, node management, cost analysis, and scaling operations through natural language.
    Last updated
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    MIT

  • Hi-GCloud

    su-record
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    Enables interaction with Google Cloud Platform services through gcloud CLI, supporting operations like querying logs, checking Cloud Run status, managing secrets, executing Cloud SQL queries, and monitoring billing information.
    Last updated
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    4
    1
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  • Shepherd MCP

    neuralis-in
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    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    Last updated
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    MIT

  • Threat Intelligence MCP Server

    marc-shade
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    Aggregates real-time threat intelligence from multiple sources including Feodo Tracker, URLhaus, CISA KEV, and ThreatFox, with IP/hash reputation checking via VirusTotal, AbuseIPDB, and Shodan for comprehensive security monitoring.
    Last updated
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    19
    MIT
  • Sentry MCP by getsentry

    Sentry MCPofficial

    getsentry
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    A remote Model Context Protocol server acting as middleware to the Sentry API, allowing AI assistants like Claude to access Sentry data and functionality through natural language interfaces.
    Last updated
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    644
    • Apple

  • mcp-cloudron

    serenichron
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    An MCP server for managing Cloudron instances that enables monitoring and controlling self-hosted applications, backups, and infrastructure. It provides tools for listing installed apps, retrieving system status, and performing administrative tasks through the Model Context Protocol.
    Last updated
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    1
    1
    MIT

  • Datadog MCP Server

    datgfg
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    Enables interaction with Datadog's monitoring and observability platform through the MCP protocol. Supports incident management, monitor status checks, log searches, metrics queries, APM traces, dashboard access, RUM analytics, host management, and downtime scheduling.
    Last updated
    13
    15
    Apache 2.0
    • Apple

  • byok-observability-mcp

    alimuratkuslu
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    A comprehensive Model Context Protocol (MCP) server for Grafana, Prometheus, Kafka UI, and Datadog. Features a secure "Bring Your Own Key" (BYOK) architecture where credentials stay local. Provides tools for metrics querying, dashboard inspection, Kafka lag monitoring, and unified health checks.
    Last updated
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    675
    1
    MIT

  • SimpleFunctions

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    24/7 autonomous monitoring and edge detection for prediction markets (Kalshi & Polymarket). Features causal tree analysis, orderbook depth tracking, cross-venue comparison, and real-time alerts.
    Last updated
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    6,074
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    MIT

  • google-search-console-mcp

    lionkiii
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    Query Google Search Console search analytics, inspect URL indexing status, manage sitemaps, and analyze keyword performance. 13 tools covering search queries, page performance, sitemap management, and index coverage.
    Last updated
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    210
    MIT