Merge
1.8K posts

Merge
@merge_api
Merge is the leading provider of customer-facing integrations and agent tools for frontier LLMs, Fortune 500 organizations, and B2B SaaS companies.
San Francisco, CA Katılım Mayıs 2020
628 Takip Edilen2.4K Takipçiler

🚨 Last call to register for our webinar with @pinecone!
Join @GilFeig and Roie Schwaber-Cohen as they break down what it takes to build enterprise-grade semantic search successfully.
Save your spot here:
hubs.li/Q044yqR50

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Merge retweetledi

If you hate MCP, you don't understand MCP.
You have a bad setup/harness and blame it on MCP, which is nothing more than an extremely thin wrapper.
The argument that it's slow is rooted in poor implementations that load up thousands of tools and eat your entire context window.
But that's not necessary and it's not how the best AI companies are using MCP in practice.
MCP is great because it's a lightweight standardization similar to REST and API protocols. It gives the world the ability to provide a minimal, single interface into their products. It then plugs nicely into all LLMs. MCP or not, we need that.
Good MCP has 2 tools. Search tools, and run tool. You don't need anything more than that. You expose millions of tools to your agent, and they run quickly and eat close to zero context.
CLI tools are great too. But they're heavier to produce, heavier to set up, require running agents to have CLI access, and give up a ton of security guarantees.
MCP was invented when CLIs already existed for a reason. Many reasons. We're not suddenly enlightened by CLIs. Nothing has changed.
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That’s why we built AI Data Transformations into our Unified APIs.
Just describe the outcome you need in plain English. It then generates production-ready transformation logic in seconds, no custom code, no downstream cleanup, no delays.
Your integrations adapt to each customer's requirements from day one.
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Integrating customer data is hard. Standardizing it across customers is even harder.
Every customer brings unique requirements, from custom eligibility rules to complex pay calculations to bespoke ticket description formats.
Getting that data into the shape your product expects quickly becomes the bottleneck to onboarding and often requires custom logic for every customer.
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Merge retweetledi

1 - @Cloudflare - sick release
2 - @merge_api just released Cloudflare's new /crawl endpoint as a tool
browser_start_crawl
browser_get_crawl_status
live now
Cloudflare Developers@CloudflareDev
Introducing the new /crawl endpoint - one API call and an entire site crawled. No scripts. No browser management. Just the content in HTML, Markdown, or JSON.
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Thanks to your feedback, we've published more than a dozen connectors for Agent Handler over the past week!
Learn how you can use our connectors with @vercel, @pagerduty, @supabase, and more here:
hubs.li/Q046hMxV0

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We're excited to be part of the AI Startup Pack by Fin!
The pack gives startups access to $500,000+ in AI credits from some of the leading AI-first companies.
In addition to Merge, it includes world-class companies like @intercom,
@elevenlabs, and @Cloudflare.

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.@cflynchy on our sales team has mixed feelings about Olivia Dean, so I made a Spotify connector so I can send him Olivia Dean playlists and start playing it on our office speakers with a prompt.
You too can start trolling your coworkers with @merge_api Agent Handler.
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@siro_app Using our Unified API, Siro launched 6 CRM integrations in <2 weeks, boosting close rates, improving customer experience, and freeing engineers to focus on product innovation.
Learn more:
hubs.ly/Q045G07B0
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We're also growing aggressively and looking for rockstars to join our team.
Check out our open roles and apply to any here:
hubs.ly/Q0416k5T0
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We're proud to be listed on Forbes' latest "Best Startup Employers" list!
There’s nothing more important to us than our Mergies, and this recognition reflects the incredible culture they help build every day. ♥️
See the full list:
forbes.com/lists/americas…

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Merge retweetledi

Wow - great news to start the day!! @merge_api has been named to @Forbes's list of America’s Best Startup Employers.
Shout out to our incredible managers for creating such a strong experience for our team and for dealing with me along the way. I'm so proud of what we've built together. ♥️

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Merge retweetledi

1. Most “tool-calling” setups break the moment you move beyond a demo.
Auth flows. Rate limits. Logging. Security. API changes.
That’s where @merge_api Agent Handler comes in — production-ready infrastructure that lets AI agents take real actions across thousands of SaaS tools.
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Merge retweetledi

Most AI Agents can Talk.....
Very few can actually do anything.
You can spin up an agent in minutes… but the second you want it to:
🔴 Create a GitHub issue ⚪ Update Notion
🟡 Send a Slack message 🔵 Log actions properly
🟣 Handle auth securely
You’re suddenly building integrations for weeks.
This is why Merge Agent Handler caught my attention.
It gives your AI agent real tool access across thousands of platforms through one integration, but the part I actually care about is this:
Production-ready security + full audit logs out of the box.
You can see every tool call.
Every API request.
Every response.
So your agent isn’t just “connected”..... it’s monitored and controlled.
If you’re building agents that need to take real actions, this is worth looking at:
merge.dev/merge-agent-ha…
Video shows it in action 👇
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