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Popular MCP Servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

17,319 servers. Last updated 2026-02-14 16:10
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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 a month ago
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    MIT
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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 months ago
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    Apache 2.0
    • Apple
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    A server implementation that enables management of Alibaba Cloud ECS (Elastic Compute Service) resources through a collection of API and OOS automation tools, supporting operations like instance lifecycle management, monitoring, and resource inspection.
    Last updated 11 days ago
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    Apache 2.0
    • Apple
    • Linux
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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 24 days ago
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    Mozilla Public 2.0
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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 22 days ago
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    Apache 2.0

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