novita-mcp-server

terraform-mcp-server

4.5

by hashicorp

The Terraform MCP Server is a Model Context Protocol server that integrates with Terraform Registry APIs for advanced automation in Infrastructure as Code development.

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.

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.

google-docs-mcp-server

3.8

by lkm1developer

A powerful Model Context Protocol (MCP) server implementation for seamless Google Docs API integration, enabling AI assistants to create, read, update, and manage Google Docs.

mcp-grafana

3.8

by grafana

A Model Context Protocol (MCP) server for Grafana providing access to your Grafana instance and its ecosystem.

Nx MCP Server

3.8

by nrwl

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

azure-mcp

3.8

by Azure

The Azure MCP Server implements the MCP specification to create a seamless connection between AI agents and Azure services.

notion-mcp-server

3.7

by makenotion

This project implements an MCP server for the Notion API, allowing integration with LLMs.

HubSpot

3.7

by PipedreamHQ

Pipedream MCP Server is a reference implementation that allows you to run your own MCP server for over 2,500 apps and APIs, powered by Pipedream Connect.

mcp-jetbrains

3.7

by JetBrains

The JetBrains MCP Proxy Server facilitates communication between client applications and JetBrains IDEs by acting as a proxy server.

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.

enrichmcp

3.7

by featureform

MCPEngine is a production-grade, HTTP-first implementation of the Model Context Protocol (MCP), providing a secure, scalable, and modern framework for exposing data, tools, and prompts to Large Language Models (LLMs) via MCP.

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.

mem0-mcp

3.7

by mem0ai

This demonstrates a structured approach for using an MCP server with mem0 to manage coding preferences efficiently.

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.

cloud-run-mcp

3.6

by GoogleCloudPlatform

This is the repository of an MCP server to deploy code to Cloud Run, enabling MCP-compatible AI agents to deploy apps to Cloud Run.

mcp-google-sheets

3.6

by xing5

mcp-google-sheets is a Python-based MCP server that connects MCP-compatible clients to Google Sheets API for automation and data manipulation.

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.

dify-mcp-server

3.6

by YanxingLiu

A simple implementation of an MCP server for using Dify, enabling the invocation of Dify workflows by calling MCP tools.

emcee

3.6

by loopwork

emcee is a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification.

lokka

3.6

by merill

Lokka is a model-context-protocol server designed for interacting with Microsoft Graph and Azure RM APIs, enabling AI-driven management of Azure and Microsoft 365 tenants.

mcp-omnisearch

3.6

by spences10

A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.

llamacloud-mcp

3.6

by run-llama

This repository demonstrates how to create an MCP server using LlamaCloud and how to use LlamaIndex as an MCP client.

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.