MCP Servers

An AI Agent with optional Human-in-the-Loop Safety and Model Context Protocol (MCP) integration.

UML-MCP-Server

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Generate various UML diagrams from natural language or PlantUML code. Returns PlantUML code, image URLs, and saves diagrams locally.

QA Skills

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

43 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Standard runtime.

Pronounce

🔥🔥✓ VerifiedFreeQuick setup

Pronunciation dictionary for developer jargon - IPA, respelling and audio for 1,650+ sourced entries (kubectl, nginx, JSON).

Rollbar

Access Rollbar project data for error monitoring and debugging.

即梦AI多模态MCP

A multimodal generation service using Volcengine Jimeng AI for image generation, video generation, and image-to-video conversion.

AiCore Project

🔥🔥🔥✓ VerifiedPaid serviceNeeds API keys

A unified framework for integrating various language models and embedding providers to generate text completions and embeddings.

Maven Tools

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Access real-time Maven Central intelligence for fast and accurate dependency information.

Kestra Python MCP Server

A Python implementation of a Model Context Protocol server for interacting with Kestra.

Zen MCP

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

An AI-powered server providing access to multiple models for code analysis, problem-solving, and collaborative development with guided workflows.

.NET Types Explorer

Provides detailed type information from .NET projects including assembly exploration, type reflection, and NuGet integration for AI coding agents

Apache SkyWalking MCP

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

An MCP server for integrating AI agents with the SkyWalking observability platform and its ecosystem.

Draw Architecture

Generate draw.io system architecture diagrams from text descriptions using the ZhipuAI large model.

Python Weather Server

A FastAPI-based server that provides weather information from the National Weather Service API, secured with OAuth 2.1.

Helm MCP

MCP server to work with Helm charts

Cognitive Enhancement MCP Servers

A collection of MCP servers that provide cognitive enhancement tools for large language models.

Lenses

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Manage, explore, transform and join data across multiple clusters using different flavours of Apache Kafka via Lenses.io (including the free Community Edition)

Muster

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

A universal control plane for managing MCP servers and providing intelligent tool discovery for AI agents.

Cookiecutter MCP UV Container

🔥🔥✓ VerifiedFreeQuick setup

A Cookiecutter template for creating MCP servers with Apple container support and configurable transport methods.

TeamCity MCP Server

MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management.

ctfd-mcp

MCP server for CTFd that lets regular users browse challenges, manage dynamic instances, and submit flags.

MCP Music Analysis

🔥🔥🔥✓ VerifiedFreeQuick setup

Analyze audio from local files, YouTube, or direct links using librosa.

Text-To-GraphQL

MCP server for text-to-graphql, integrates with Claude Desktop and Cursor.

App Market Intelligence MCP

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Analyze app data from the Apple App Store and Google Play Store for market intelligence and insights.

ServeMyAPI

A personal server for securely storing and accessing API keys using the macOS Keychain.

ComfyUI MCP Server

An image generation server that connects to a local ComfyUI instance via its API, supporting dynamic workflows.

ken

Fast hybrid code search for agents - it's pure Go, single static binary, 5 lexical + Model2Vec semantic embeddings + RRF fusion + a code-aware reranker, with the retrieval algorithm ported verbatim from semble

Bucket

Flag features, manage company data, and control feature access using Bucket.

eBPF MCP

★ 23

A secure MCP server for eBPF, designed for AI integration, kernel introspection, and automation.