AI agent tools for modelcontextprotocol
Short answer: Our top pick for modelcontextprotocol: AWS MCP Servers, with the highest AgentPick Score (84/100) among tools tagged "modelcontextprotocol". Runners-up: brightdata-mcp (74) and xmcp (72). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | AWS MCP Servers | Open source MCP Servers for AWS | 84/100 | ★ 9.8k | Apache-2.0 | 14 Oct 2026 |
| #2 | brightdata-mcp | A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access. | 74/100 | ★ 2.7k | MIT | 14 Oct 2026 |
| #3 | xmcp | The TypeScript MCP framework | 72/100 | ★ 1.3k | MIT | 14 Oct 2026 |
| #4 | solon | 🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memor… | 71/100 | ★ 2.8k | Apache-2.0 | 1 Oct 2026 |
| #5 | obot | Complete AI Governance Platform from Obot AI | 71/100 | ★ 1.1k | MIT | 14 Oct 2026 |
| #6 | kubernetes-mcp-server | Model Context Protocol (MCP) server for Kubernetes and OpenShift | 70/100 | ★ 2.2k | Apache-2.0 | 14 Oct 2026 |
| #7 | agent-scan | Security scanner for AI agents, MCP servers and agent skills. | 69/100 | ★ 3.1k | Apache-2.0 | 14 Oct 2026 |
| #8 | csharp-sdk | The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft. | 67/100 | ★ 4.6k | See repo | 14 Oct 2026 |
| #9 | tableau-mcp | Tableau's official MCP Server. Helping agents see and understand data. | 66/100 | ★ 351 | Apache-2.0 | 14 Oct 2026 |
| #10 | ext-apps | Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers | 65/100 | ★ 3k | See repo | 25 Sept 2026 |
| #11 | ros-mcp-server | Connect AI models like Claude & GPT with robots using MCP and ROS. | 64/100 | ★ 1.5k | Apache-2.0 | 14 Oct 2026 |
| #12 | anytype-mcp | An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more th… | 63/100 | ★ 532 | MIT | 13 Oct 2026 |
| #13 | dexto | Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included | 62/100 | ★ 652 | See repo | 12 Oct 2026 |
| #14 | solon-ai | Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be … | 61/100 | ★ 463 | Apache-2.0 | 1 Oct 2026 |
| #15 | shadcn-ui-mcp-server | A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native | 58/100 | ★ 3.1k | MIT | 3 Oct 2026 |
| #16 | ida-pro-mcp | AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. | 57/100 | ★ 13k | MIT | 26 Sept 2026 |
| #17 | shippie | extendable code review and QA agent 🚢 | 57/100 | ★ 2.5k | MIT | 28 Sept 2026 |
| #18 | mcp-proxy | An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server. | 56/100 | ★ 737 | MIT | 15 Sept 2026 |
| #19 | n8n-claw | OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents with delegated sub-a… | 50/100 | ★ 559 | See repo | 11 Oct 2026 |
| #20 | metorial | Connect any AI model to 1200+ integrations (MCP, CLI, API) | 43/100 | ★ 3.4k | See repo | 14 Oct 2026 |
| #21 | one-mcp | A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills from a single endpoint. | 43/100 | ★ 418 | MIT | 6 Sept 2026 |
| #22 | copilot-mcp | A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI. | 39/100 | ★ 505 | GPL-3.0 | 15 Jun 2026 |
| #23 | fastapi_mcp | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | 38/100 | ★ 12k | MIT | 24 Nov 2025 |
| #24 | mcp-framework | The Typescript MCP Framework | 29/100 | ★ 931 | MIT | 16 Apr 2026 |
| #25 | minecraft-mcp-server | A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures,… | 28/100 | ★ 780 | Apache-2.0 | 4 Apr 2026 |
| #26 | agentseal | Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resist… | 27/100 | ★ 377 | See repo | 11 Jun 2026 |
| #27 | mcptools | A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport. | 26/100 | ★ 1.6k | MIT | 18 Dec 2025 |
| #28 | HyperChat | HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing pr… | 25/100 | ★ 708 | See repo | 26 Aug 2026 |
| #29 | mcpcan | MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports c… | 21/100 | ★ 728 | See repo | 3 Apr 2026 |
| #30 | django-mcp-server | Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally w… | 19/100 | ★ 381 | MIT | 10 Mar 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Grant the narrowest permissions the server allows.
- Check whether it runs locally or calls a remote service.
- Prefer servers listed in the official MCP registry.
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