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Simon Willison · 2026/7/31 23:03:47

llm-mcp-client 0.1a0

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llm-mcp-client 0.1a0发布,Simon Willison的这款新工具打通了MCP服务器与LLM之间的壁垒,让AI模型能直接调用外部工具。简单说,MCP就像AI世界的USB-C接口,以前各家AI工具各说各话,现在有了统一标准,模型可以即插即用地接入各种外部服务。这次发布的是早期预览版,但方向很清楚:让AI不再局限于对话,而是真正能“动手干活”。对普通人来说,未来AI助手的能力会更强大,不用再切换不同软件,AI就能直接帮你订票、查资料、操作各种应用,像有个全能助理在背后帮你跑腿。虽然技术门槛还在,但这类工具正是通往AI Agent时代的重要一步,值得关注。
Simon Willison’s Weblog Subscribe Sponsored by: AWS — Move from SaaS to Agentic SaaS with resources for ISVs at every layer of the stack. Explore how AI for ISVs turns vision into results 31st July 2026 Release llm-mcp-client 0.1a0 — Access tools from MCP servers as LLM tools See this blog entry. Posted 31st July 2026 at 11:03 pm Recent articles Stateless MCP has recaptured my interest (and inspired mcp-explorer and datasette-mcp) - 31st July 2026 OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened - 22nd July 2026 A Fireside Chat with Cat and Thariq from the Claude Code team - 21st July 2026 This is a beat by Simon Willison, posted on 31st July 2026. llm 616 model-context-protocol 31 Monthly briefing Sponsor me for $10/month and get a curated email digest of the month's most important LLM developments. Pay me to send you less! Sponsor & subscribe Disclosures Colophon © 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 image-gallery:not(:defined) img {max-height: 150px;} captioned-image-gallery:not(:defined) > figure {max-height: 240px; overflow: hidden;} document.addEventListener('DOMContentLoaded', () => { document.querySelectorAll('h2[id],h3[id],h4[id],h5[id],h6[id]').forEach(el => { const id = el.getAttribute('id'); const permalinkContext = el.closest('[data-permalink-context]'); if (permalinkContext) { const url = permalinkContext.getAttribute('data-permalink-context'); const hashLink = document.createElement('a'); hashLink.style.borderBottom = 'none'; hashLink.style.color = '#666'; hashLink.style.fontSize = '1em'; hashLink.style.opacity = 0.8; hashLink.setAttribute('href', url + '#' + id); hashLink.innerText = '#'; el.appendChild(document.createTextNode('\u00A0')); el.appendChild(hashLink); } }); }); const config = [ {"tag": "lite-youtube", "js": "/static/lite-yt-embed.js", "css": "/static/lite-yt-embed.css"}, {"tag": "image-gallery", "js": "/static/image-gallery.js", "css": null}, {"tag": "captioned-image-gallery", "js": "/static/captioned-image-gallery.js", "css": null}, {"tag": "click-to-play", "js": "/static/click-to-play.js", "css": "/static/click-to-play.css"}, {"tag": "github-code", "js": "/static/github-code.js", "css": null} ]; for (const {tag, js, css} of config) { if (document.querySelector(tag)) { if (css) { document.head.appendChild( Object.assign(document.createElement('link'), { rel: 'stylesheet', href: css }) ); } if (js) { await import(js); } } } document.addEventListener('DOMContentLoaded', () => { if (window.localStorage.getItem('ADMIN')) { document.querySelectorAll('.edit-page-link').forEach(el => { const url = el.getAttribute('data-admin-url'); if (url) { const a = document.createElement('a'); a.href = url; a.className = 'edit-link'; a.innerHTML = '<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7"></path><path d="M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z"></path></svg> Edit'; el.appendChild
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