MCP servers

An MCP server that lets an AI assistant manage a Kubernetes cluster in natural language, covering pod debugging, cost optimization, network diagnostics, security auditing and Helm chart management.

• MCP servers
• Containers

A collection of Model Context Protocol servers from Neo4j Labs that let an MCP client such as Claude Desktop or an IDE assistant query a Neo4j database and the Aura cloud service in natural language.

• MCP servers
• Databases

The Alpaca MCP Server is Alpaca's official MCP server for its brokerage Trading API, letting an AI assistant such as Claude, Cursor or VS Code place stock, option and crypto trades, manage a portfolio and pull real-time market data from plain-language requests.

• MCP servers
• APIs

RhinoMCP connects Rhino 3D and Grasshopper to AI agents through MCP, so an assistant such as Claude or Cursor can model geometry, read the current document, capture the viewport for visual feedback, and build or edit Grasshopper definitions from plain language.

• MCP servers
• Design tools

The Microsoft 365 MCP Server is a Model Context Protocol server that exposes more than 300 tools over the Microsoft Graph API, covering Outlook mail and calendar, OneDrive, Excel, OneNote, To Do, Planner and Contacts, authenticated through the Microsoft Authentication Library.

• MCP servers

Colab-mcp is a Model Context Protocol server that bridges a local coding agent to a Google Colab notebook session running in the browser, so a client such as Gemini CLI, Claude Code or Windsurf can work with a live Colab session.

• MCP servers

The Atlassian MCP Server is Atlassian's own cloud-hosted MCP server giving AI tools such as Claude, ChatGPT, Cursor and VS Code secure, real-time access to a user's Jira, Confluence, Service Management, Bitbucket and Loom data through OAuth 2.1 or API tokens.

• MCP servers

A curated list of Model Context Protocol servers for DevOps work, covering infrastructure-as-code, cloud platforms, CI/CD and other operational tooling, so an AI assistant can act on real infrastructure through a standardized server interface instead of a one-off integration.

• MCP servers
• Curated lists

Arcade MCP is an open-source Python framework for building MCP servers and tools, with a decorator letting a tool declare the OAuth scopes it needs so Arcade handles authorization and token refresh without exposing the token to the client or model.

• MCP servers

A curated, community list of Model Context Protocol servers, tools, frameworks and clients, translated into five languages, alongside a separately compiled catalog the maintainers describe as covering around six thousand MCP servers found by a web crawler.

• MCP servers
• Curated lists

AgentDock is a tool runtime that gives AI agents controlled, permissioned access to real computers, servers and containers, so a chat client such as ChatGPT can run commands, edit files, operate Git and manage Docker services across several connected machines in one conversation.

• MCP servers
• Containers

LLM Sandbox is a Python library that runs LLM-generated code inside an isolated container so it cannot touch the host system, with support for several container backends and languages plus an MCP server for clients such as Claude Desktop.

• MCP servers
• Containers

The MATLAB Agentic Toolkit connects an AI coding agent to MATLAB by installing a MATLAB MCP server and adding curated skills, so the agent writes idiomatic MATLAB code, runs tests and diagnoses errors without hallucinating toolbox functions.

• MCP servers
• Agent skills

A curated list of remote Model Context Protocol servers that can be reached over the internet, focused on official and well-maintained implementations rather than servers that must be installed locally.

• MCP servers
• Curated lists

An integration layer that connects AI coding agents to Tencent CloudBase as a backend, installing the stack through a plugin, steering code generation with skills, and operating databases, functions and deploys through MCP.

• MCP servers
• Backend

A CLI and MCP tool that turns PDFs, Office files, scans, screenshots, charts and diagrams into AI-ready Markdown, using any OpenAI-compatible multimodal model instead of a fixed OCR pipeline.

• MCP servers
• RAG

The official Model Context Protocol server for MongoDB, letting an AI agent connect to a self-managed MongoDB deployment or MongoDB Atlas through a common set of tools.

• MCP servers
• Databases

A desktop MCP client and local AI playground that lets a user chat with cross-vendor LLMs through the Model Context Protocol, with no required account and full local control.

• MCP servers
• Inference

A model-neutral MCP server that gives any AI chat client or agent safe access to a codebase, with file editing, command execution, git, and permission-gated sandboxing.

• Coding agents
• MCP servers

A toolkit that gives an AI coding agent both the MCP tools and the Model-Based Design knowledge to read, build, edit and test Simulink models correctly.

• MCP servers
• Agent skills

An MCP server that adds structural code navigation, persistent memory, and safer Bash command rewriting to AI coding agents, aiming to cut the tokens and time a coding task needs.

• MCP servers
• Agent memory

An MCP server that gives a coding agent token-efficient access to documentation for public and private APIs, services and libraries, so it can look things up instead of guessing.

• MCP servers

An open-source AI reverse-engineering platform and MCP server that pairs Ghidra, Frida, x64dbg, and Rizin with a runnable knowledge base for binary analysis, CTF and malware research.

• MCP servers
• Security

An official Burp Suite extension that exposes Burp's capabilities to AI clients over the Model Context Protocol, so an MCP-aware assistant can drive Burp Suite directly.

• MCP servers
• Security