Awesome MCP Servers

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

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

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.

MCP server that provides tools for managing Kubernetes port-forwarding sessions.

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

MCP access to cluster-wide L4 and L7 network traffic, packets, APIs, and complete payloads.

Read-only MCP server for AI-powered Kubernetes debugging with support of code execution

Bring Kubit into your AI workflow - query your warehouse with natural language

Cultural intelligence MCP server providing AI-powered cultural context analysis, localization guidance, and cross-cultural communication insights for 195 countries.

Multimodal cultural intelligence MCP server that analyzes text, images, and video for cultural risks across 200+ markets with 9 specialized tools.

Tools that boost your productivity, from sending emails, scheduling to news updates—everything you need for your productivity.

Kubernetes desktop IDE with an embedded MCP server for visual oversight of AI-driven cluster operations. Supports FluxCD, ArgoCD, and Helm.

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.

Data intelligence platform - query your database in natural language, build dashboards, and set up automated alerts that monitor your metrics 24/7.

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.

MCP server for Langfuse — query traces, debug errors, analyze sessions and prompts from any AI agent

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