# Agent Toolkit for AWS alternatives > Looking for an alternative to Agent Toolkit for AWS? Below are the mcp servers in our index that do a similar job — open-source options are ranked by real maintained adoption (GitHub stars and recent commit activity), never by sponsorship. Agent Toolkit for AWS is open source, so the list below includes both other self-hostable projects and commercial products. Agent Toolkit for AWS's own profile notes it may not be the right fit if you want AWS actions without local credentials; API calls and scripts need an AWS account configured on the machine, though documentation search does not. If that's you, the options below are worth comparing. Browse on the web: https://agentsearchengine.app/alternatives/agent-toolkit-for-aws ## Open-source alternatives (ranked by adoption) 1. [MCP Reference Servers](https://agentsearchengine.app/agents/mcp-reference-servers) — The MCP steering group's reference servers: Everything, Fetch, Filesystem, Git, Memory, Sequential Thinking and Time. · Open source · MCP server · 91k★ · TypeScript · MIT AND Apache-2.0 · active today · best for learning how mcp servers work and adding basic filesystem, git, fetch or memory tools to a client - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; MCP Reference Servers in TypeScript. 2. [context7](https://agentsearchengine.app/agents/context7) — Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors · Open source · MCP server · 62k★ · TypeScript · MIT · active today · best for giving coding agents up-to-date library documentation via mcp - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; context7 in TypeScript. 3. [chrome-devtools-mcp](https://agentsearchengine.app/agents/chrome-devtools-mcp) — Chrome DevTools for coding agents · Open source · MCP server · 53k★ · TypeScript · Apache-2.0 · active today · best for giving a coding agent live chrome control for debugging and performance traces - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; chrome-devtools-mcp in TypeScript. 4. [Playwright MCP](https://agentsearchengine.app/agents/playwright-mcp) — Expose Playwright browser tools to MCP clients using accessibility snapshots. · Open source · MCP server · 37k★ · TypeScript · Apache-2.0 · active 4 days ago · best for developers whose mcp-compatible agent needs persistent browser state and structured page inspection - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; Playwright MCP in TypeScript. 5. [github-mcp-server](https://agentsearchengine.app/agents/github-mcp-server) — GitHub's official MCP Server · Open source · MCP server · 33k★ · Go · MIT · active today · best for connecting mcp clients like claude code or cursor to github repos, issues, and prs — the official server - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; github-mcp-server in Go. 6. [MCP for Blender (blender-mcp)](https://agentsearchengine.app/agents/blender-mcp) — Connect Blender to Claude or any LLM client for prompt-driven 3D modelling and scene editing. · Open source · MCP server · 29k★ · Python · MIT · active 2 days ago · best for 3d artists and developers who want to build or modify blender scenes by prompt - **vs Agent Toolkit for AWS:** Licensing differs: Agent Toolkit for AWS is Apache-2.0, MCP for Blender (blender-mcp) is MIT. 7. [n8n-mcp](https://agentsearchengine.app/agents/n8n-mcp) — A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you · Open source · MCP server · 23k★ · TypeScript · MIT · active 1 day ago · best for giving an ai assistant deep knowledge of n8n's 2,285 workflow nodes - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; n8n-mcp in TypeScript. 8. [MCP Toolbox for Databases](https://agentsearchengine.app/agents/mcp-toolbox-for-databases) — Google's open-source MCP server and framework for connecting agents to enterprise databases. · Open source · MCP server · 16k★ · Go · Apache-2.0 · active today · best for teams that want one governed way to expose many database types to agents, from exploration to production tools - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; MCP Toolbox for Databases in Go. 9. [xiaohongshu-mcp](https://agentsearchengine.app/agents/xiaohongshu-mcp) — MCP for xiaohongshu.com · Open source · MCP server · 16k★ · Go · Apache-2.0 · active today · best for giving an ai assistant direct access to xiaohongshu content - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; xiaohongshu-mcp in Go. 10. [Framelink MCP for Figma](https://agentsearchengine.app/agents/figma-context-mcp) — Give coding agents simplified Figma layout and styling data so they can implement designs accurately. · Open source · MCP server · 16k★ · TypeScript · MIT · active 5 days ago · best for turning figma frames into front-end code in cursor or another ai editor - **vs Agent Toolkit for AWS:** Agent Toolkit for AWS is written primarily in Python; Framelink MCP for Figma in TypeScript. Showing the 10 closest of 163 mcp servers indexed here. Complete list: https://agentsearchengine.app/category/mcp-servers ## FAQ **What is the best alternative to Agent Toolkit for AWS?** MCP Reference Servers is the most widely-adopted open-source alternative in our index (91k GitHub stars). The full ranked list is above — the best fit depends on your language, license, and budget. **Is there a free or open-source alternative to Agent Toolkit for AWS?** Yes. MCP Reference Servers, context7, and chrome-devtools-mcp are open-source mcp servers you can self-host for free — you still pay for the infrastructure you run them on and any model or API usage. See the ranked open-source list above. **How are these Agent Toolkit for AWS alternatives ranked?** Every product in the mcp servers category is a candidate. Open-source alternatives are ranked by maintained adoption — GitHub stars plus recent commit activity — so you see what's genuinely used, not abandoned. Commercial products are listed separately and alphabetically, because stars don't measure commercial adoption. Sponsored placement is always labeled and never affects the ranking. --- Source: [Agent Search Engine](https://agentsearchengine.app) — https://agentsearchengine.app/alternatives/agent-toolkit-for-aws