Official Railway MCP Server for interacting with your Railway account

Manage Your Kubernetes Cluster with k8s mcp-server

🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️

A command-line tool written in Rust for discovering and documenting MCP Server capabilities.

BioMCP: Biomedical Model Context Protocol

This is a Multi-Agent Collaboration Protocol (MCP) server for interacting with the Metricool API. It allows AI agents to access and analyze social media metrics and campaign data from your Metricool account.

Apache IoTDB MCP Server

Docfork - Up-to-date Docs for AI Agents.

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

A Model Context Protocol server for Excel file manipulation

Official MCP Servers for AWS

Local first codebase intelligence

MCP Server and CLI for accessing Work IQ

An official Qdrant Model Context Protocol (MCP) server implementation

Neo4j Labs Model Context Protocol servers

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

Self-hosted MCP Gateway for AI agents

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

An MCP server that autonomously evaluates web applications.

Model Context Protocol for WinDBG

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

Plugin for JADX to integrate MCP server

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

An AI-enabled NAT Router/Firewall for the ESP32