guardrails-mcp

firecrawl-mcp-server

4.7

by mendableai

Firecrawl MCP Server is a Model Context Protocol server implementation that integrates with Firecrawl for web scraping capabilities.

Figma-Context-MCP

4.4

by GLips

Framelink Figma MCP Server allows AI-powered coding tools to access Figma design data, enhancing design implementation accuracy.

edgeone-pages-mcp

4.2

by TencentEdgeOne

An MCP service for deploying HTML content, folder, and zip file to EdgeOne Pages and obtaining a publicly accessible URL.

mcp-server

3.9

by keboola

Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.

mkp

3.8

by StacklokLabs

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters.

Nx MCP Server

3.8

by nrwl

A Model Context Protocol server implementation for Nx, providing LLMs with deep access to monorepo structures.

Aspire.MCP.Sample

3.8

by elbruno

Sample MCP Server and MCP client using Aspire.

mcp-server-kubernetes

3.7

by Flux159

MCP Server that can connect to a Kubernetes cluster and manage it.

supabase-mcp-server

3.7

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

qgis_mcp

3.7

by jjsantos01

QGISMCP connects QGIS to Claude AI through the Model Context Protocol, enabling direct interaction and control over QGIS.

k8m

3.7

by weibaohui

K8M is an AI-driven lightweight Kubernetes dashboard designed to simplify cluster management.

graphlit-mcp-server

3.7

by graphlit

The Model Context Protocol (MCP) Server for the Graphlit Platform facilitates integration between MCP clients and the Graphlit service, enabling seamless ingestion, search, and retrieval of knowledge across various platforms.

mcp-sse

3.7

by sidharthrajaram

This document describes an SSE-based MCP server and client setup for weather data retrieval using the Model Context Protocol.

chroma-mcp

3.7

by chroma-core

Chroma MCP Server is an open-source embedding database server that facilitates the integration of LLM applications with external data sources using the Model Context Protocol.

cos-mcp

3.7

by Tencent

Tencent Cloud COS MCP Server allows large models to quickly access Tencent Cloud Storage (COS) and Data Processing (CI) capabilities without coding.

kubernetes-mcp-server

3.7

by manusa

Kubernetes MCP Server is a powerful and flexible Model Context Protocol server implementation for Kubernetes and OpenShift, enabling operations on various resources without external dependencies.

FluxCD MCP Server

3.6

by controlplaneio-fluxcd

The Flux MCP Server connects AI assistants directly to Kubernetes clusters running Flux Operator, enabling GitOps analysis and troubleshooting through natural language.

ocireg-mcp

3.6

by StacklokLabs

An MCP server that provides tools for querying OCI registries and image references.

tfmcp

3.6

by nwiizo

tfmcp is a command-line tool that facilitates interaction with Terraform using the Model Context Protocol (MCP), enabling LLMs to manage Terraform environments.

mcp-k8s-go

3.6

by strowk

Golang-based MCP server connecting to Kubernetes, providing a range of functionalities to interact with Kubernetes resources.

code-sandbox-mcp

3.6

by Automata-Labs-team

A secure sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.

aws-mcp

3.6

by RafalWilinski

AWS MCP is a Model Context Protocol server that allows AI assistants to interact with AWS environments using natural language.

base-mcp

3.6

by base

A Model Context Protocol (MCP) server that provides onchain tools for AI applications like Claude Desktop and Cursor, allowing them to interact with the Base Network and Coinbase API.

Lambda-MCP-Server

3.6

by mikegc-aws

This project demonstrates a serverless MCP server using AWS Lambda, showcasing streamable HTTP support and integration with Amazon Bedrock.

kom

3.6

by weibaohui

`kom` is a tool for Kubernetes operations, providing SDK-level encapsulation of kubectl and client-go.

uber-eats-mcp-server

3.6

by ericzakariasson

This is a POC of how you can build an MCP server on top of Uber Eats.

aws-cost-explorer-mcp-server

3.6

by aarora79

An MCP server for accessing AWS spend data via Cost Explorer and Amazon Bedrock usage data through Model Invocation Logs in Amazon CloudWatch.