Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

One-click data collection, providing stable and efficient global proxy IP. Apply for a free trial and enjoy 30% discount: THOR66

Put performance and error data directly in the hands of your AI assistant.

Run and interpret Kubernetes commands interactively with a provided kubeconfig.

A read-only MCP server for retrieving information and diagnosing issues in Kubernetes clusters.

Provides safe, read-only access to Kubernetes cluster resources for debugging and inspection.

Inspect and debug Kubernetes clusters with read-only access to resources, CRDs, and pod logs.

A versatile MCP server for Kubernetes and OpenShift, distributed as a native binary, npm/Python package, or Docker image.

An MCP server that enables AI assistants to interact with and manage Kubernetes clusters.

Provides access to Azure Data Explorer (ADX) clusters, requiring Azure credentials for configuration.

An MCP server for Azure Data Explorer (Kusto) that enables AI assistants to interact with Kusto databases.

Inspect schemas and execute queries on Kuzu databases.

A distributed memory bank MCP tool that stores memories in a KùzuDB graph database, with repository and branch filtering capabilities.

A server for comprehensive KYC verification using the SurePass API, supporting document verification, OCR, and face verification.

A template for deploying a remote, authentication-free MCP server on Cloudflare Workers.

AI-powered theatrical lighting design for the LacyLights system.

LambdaTest MCP Servers ranging from Accessibility, SmartUI, Automation, and HyperExecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency.

Loads and validates LAML (YAML-based markup language) documents via the Model Context Protocol.

Interact with on-disk documents using agentic RAG and hybrid search via LanceDB.

A vector database server for storing, searching, and managing vector embeddings.

Vector search using the LanceDB vector database and Ollama embedding models.

A containerized MCP server for LanceDB vector search, featuring hybrid processing with Gemini and Ollama.

A document question-and-answer server powered by Langflow.

Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.

A deep search server powered by LangGraph and the Google Gemini API.

An MCP server for fetching conversation history and prompts from the LangSmith observability platform.

MCP Language Server gives MCP enabled clients access to semantic tools like get definition, references, rename, and diagnostics.

An MCP server for lapras.com, providing access to career-related tools.

Translate text with language detection, context-awareness, and translation memories using the Lara Translate API.

Laravel Boost is an MCP server equipped with over 15 specialized tools designed to streamline AI-assisted coding workflows.

Introspects Laravel codebases to provide structured information about views, routes, classes, and models using the mateffy/laravel-introspect package.

Search and access Laravel documentation from version 6.x onwards, with automatic daily updates.

Manage Laravel Forge servers and sites using the Forge API.