The API for LLM tool use

Joined December 2024
We’re excited to share the beta release of our tool use API! Now developers can easily equip any LLM with hosted open-source tools for web search, web crawling, and maps data (+ more coming soon). Under the hood, it's powered by MCP — but that's just an implementation detail ↓
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.@AnthropicAI sent a "request for startups" in MCP at @aiDotEngineer - MCP servers in new domains (outside developer tools) - Make building servers easier - AI application security (see: tool poisoning)
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A small reminder from the presenter xitter.cf/chu_onthis/status/1926…
if you are building an mcp server, please for the love of god remember that you have 3 users: (1) the model (2) the client developer (3) the end-user don’t just wrap your rest api 1:1 as endpoints:tools & assume it’ll work
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OpenTools retweeted
[New post] 🔥A Deep Dive Into MCP and the Future of AI Tooling APIs were the internet’s first great unifier but AI models lack an equivalent. What are the use cases of MCPs today? Where are the challenges? Here's a technical deep dive & map of the current ecosystem 👇
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.@AnthropicAI will support stateless remote MCP servers with “just HTTP” as transport. We’re quite excited about this! So we gave a “lightning talk” at an MCP meetup hosted by @paulgb @CloudflareDev yesterday.
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The SOTA model changes every month. Model providers are incentivized to create lock-in by offering "walled garden" functionality. OpenTools aims to give you optionality in both your models and your tools. Our incentive is to help make your apps resilient to provider outages.
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This wouldn’t be possible without MCP and its fast-growing community. We hope to help deliver on its promise of augmenting LLMs with the “shortest path” to value. If this speaks to you, sign up for the waitlist and join the Discord while you wait 🛠️ opentools.com
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Here’s our “MCP FAQ” in response to some recent posts about MCP. If anything could be better explained or if you’re @dsp_, please chime in ↓ To start, > What is MCP? A balanced writeup we like by @genmon: interconnected.org/home/2025… xitter.cf/mattppal/status/189225…
I still have no idea what MCP really is
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> What are the opportunities? More *high quality* MCP servers needed. Particularly for systems of record like @QuickBooks. Agents authenticating on behalf of their users still needs battle-testing: github.com/modelcontextproto… xitter.cf/GregKamradt/status/189…
If you’re a dev looking for a career direction Go jump on the Anthropic MCP train and build It’s having a moment and there are 1M best practices to figure out This is the sign you’ve been waiting for
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More of "what's needed now" from the creator xitter.cf/dsp_/status/1897278844…
A server that agentically searches and then summarizes the web/reddit/etc. An agent that combines data sources to create news articles just for me in the morning Those will want sampling unless you want to require users to bring their own keys.
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Yesterday @AnthropicAI announced the official MCP registry API at @aiDotEngineer 🎉 This is fantastic news for us because we’ve wanted *the* source of truth. We made opentools.com/registry on day 1 to fill that gap for the community. Here’s what the API means for MCP and us...
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It’s an honor anytime we see an OpenTools link shared. We will keep this service up free of charge forever, so long as it makes sense. MCP isn’t a perfect protocol (neither are HTTP/TCP) but it's uniting on a standard that’s important. (Lest we make the XKCD comic our reality.)
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The recording is live (announcement at 1:22:00): xitter.cf/aiDotEngineer/status/1…
The highly-anticipated MCP workshop with @MaheshMurag is now live! Join @AnthropicAI Applied AI Engineer (+ creator of MCP) @MaheshMurag in this full 2-hour workshop covering the Model Context Protocol, where he covers: 00:00 Introduction 00:35 What is MCP? 09:39 Building with MCP 26:25 MCP & Agents 1:13:15 What's next for MCP? YT version in next post.
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> How does MCP do on the confetti benchmark? Glad you asked. xitter.cf/Straaajk/status/188704…
wrote mcp-server-confetti, missing piece for agi
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