Observe any line of running code — no restarts, no code changes, production-safe

A modern Terminal User Interface (TUI) application for managing Claude Code configuration files (`~/.claude.json`). Simplify the management of MCP servers, projects, and conversations with an intuitive hierarchical interface

MCP Server for kubernetes management and diagnose your cluster and applications

Put Codex in your WhatsApp with QR auth, MCP tools, and optional phone-based control.

An AI-driven dynamic protocol fuzzer for the Model Context Protocol (MCP). Prove runtime exploitability by discovering state violations, transport crashes, and application-layer logic flaws (SSRF, LFI) before your AI agents do.

Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude Desktop, Cursor, and other MCP clients.

NetBox AI Compliance Agent

Code Scalpel is the bridge between **Generative AI** and **Reliable Software Engineering**. It is an **MCP (Model Context Protocol) server** designed to be the primary toolset for AI agents (like Claude, GitHub Copilot, and Cursor) to perceive, analyze, and modify codebases with surgical precision.

Spoonfeed your AI coding assistant with up to date documentation efficiently and without using a cloud service with the RTFD mcp server that runs on YOUR machine without any API key requirements!

sample deploy mcp servers at scale on aws

Official MCP server for Cloudglue API

MCP server for authoring IFC5/IFCX building information models through AI assistants. Supports spatial structures, geometry, materials, classifications, validation, glTF/Three.js preview, and multiple IFCX export formats.

One brain, many arms — spawn multiple specialized Claude Code agents as MCP servers

BlueKiwi — open-source AI workflow engine with MCP integration

sts2 mcp

Lightweight Zotero MCP server for AI agents

MCPMate is a comprehensive Model Context Protocol (MCP) management center designed to address configuration complexity, resource consumption, security risks, and other issues in the MCP ecosystem, providing users with a unified management platform.

MCP server for Bitbucket Data Center — code search, file browsing, PRs, commits, and more

Anki Vector + OpenClaw integration via MCP. Give your AI assistant a body. MCP server connecting Anki Vector robots to OpenClaw. Your assistant, now with wheels. VectorClaw: Anki Vector as an embodied AI platform for OpenClaw.

Zowe MCP Server

Crawl and analyse your website for errors and issues that affect your site's SEO inside a self contained MCP - interact in your AI assistant or in terminal for later AI SEO analysis in chat.

A Model Context Protocol (MCP) server providing access to Avanza's API. Get real-time Swedish stock quotes, fund information, charts, and comprehensive market data.

MCP server that gives AI agents (Claude Code, Cursor, Windsurf) real interactive terminal sessions — REPLs, SSH, databases, Docker, and any interactive CLI with clean output and smart completion detection

GitHub Copilot agent skills for Power Automate via FlowStudio MCP — build, debug, and operate cloud flows programmatically