AI agent tools for MCP tools
Short answer: Our top pick for MCP tools: FastMCP, with the highest AgentPick Score (88/100) among tools tagged "mcp-tools". Runners-up: AWS MCP Servers (84) and activepieces (83). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | FastMCP | 🚀 The fast, Pythonic way to build MCP servers and clients. | 88/100 | ★ 28k | Apache-2.0 | 14 Oct 2026 |
| #2 | AWS MCP Servers | Open source MCP Servers for AWS | 84/100 | ★ 9.8k | Apache-2.0 | 14 Oct 2026 |
| #3 | activepieces | AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs fo… | 83/100 | ★ 25k | See repo | 14 Oct 2026 |
| #4 | nitrostack | The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps. | 77/100 | ★ 2.5k | Apache-2.0 | 14 Oct 2026 |
| #5 | toolhive | ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers. | 76/100 | ★ 2.3k | Apache-2.0 | 14 Oct 2026 |
| #6 | codanna | Local code intelligence MCP server and CLI for AI coding agents | 69/100 | ★ 755 | Apache-2.0 | 11 Oct 2026 |
| #7 | rocketmq-rust | 🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP… | 65/100 | ★ 1.5k | Apache-2.0 | 14 Oct 2026 |
| #8 | Konnect | AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and… | 64/100 | ★ 969 | AGPL-3.0 | 12 Oct 2026 |
| #9 | gram | Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs, and Skills within your compa… | 64/100 | ★ 273 | AGPL-3.0 | 14 Oct 2026 |
| #10 | tradingview-mcp | TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, cryp… | 62/100 | ★ 5.1k | MIT | 14 Oct 2026 |
| #11 | matlab-mcp-server | Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agen… | 60/100 | ★ 1.7k | See repo | 25 Sept 2026 |
| #12 | simulink-agentic-toolkit | The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design. | 60/100 | ★ 1.2k | See repo | 14 Oct 2026 |
| #13 | openops | The batteries-included, No-Code FinOps automation platform, with the AI you trust. | 58/100 | ★ 1.1k | See repo | 14 Oct 2026 |
| #14 | ClawMem | On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search. | 58/100 | ★ 210 | MIT | 11 Oct 2026 |
| #15 | buildwithclaude | A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and… | 55/100 | ★ 3.6k | MIT | 14 Oct 2026 |
| #16 | mcpfusion | MCP Fusion - The TypeScript framework for secure MCP servers. | 54/100 | ★ 256 | Apache-2.0 | 20 Sept 2026 |
| #17 | ai-security-tool | 🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI age… | 52/100 | ★ 622 | MIT | 13 Oct 2026 |
| #18 | synapse-ai | Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM —… | 52/100 | ★ 328 | AGPL-3.0 | 2 Oct 2026 |
| #19 | pentestagent | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. | 46/100 | ★ 3.2k | MIT | 12 Oct 2026 |
| #20 | solana-mcp-vybe | Public Solana MCP registry metadata for Vybe Solana API | 45/100 | ★ 1.9k | See repo | 21 Sept 2026 |
| #21 | sms | simple mbtiles server | 41/100 | ★ 269 | MIT | 24 Sept 2026 |
| #22 | metamcp | MCP Aggregator, Orchestrator, Middleware, Gateway in one docker | 39/100 | ★ 2.7k | MIT | 22 Jun 2026 |
| #23 | numasec | The AI Agent for Cyber Security. | 39/100 | ★ 810 | AGPL-3.0 | 8 May 2026 |
| #24 | MiniMax-MCP | Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs… | 37/100 | ★ 1.6k | MIT | 20 Aug 2026 |
| #25 | RAGLight | RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, a… | 35/100 | ★ 672 | MIT | 2 Sept 2026 |
| #26 | director | MCP Playbooks for AI agents | 32/100 | ★ 483 | AGPL-3.0 | 3 Sept 2026 |
| #27 | Kwipu | Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Ext… | 28/100 | ★ 610 | MIT | 7 Sept 2026 |
| #28 | generator | CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically colle… | 24/100 | ★ 344 | MIT | 11 Mar 2026 |
| #29 | MCP-Defender | Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf. | 21/100 | ★ 255 | AGPL-3.0 | 5 Jun 2026 |
| #30 | outlook-mcp | MCP server for Claude to access Outlook data via Microsoft Graph API | 15/100 | ★ 444 | See repo | 30 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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