Here’s @enesakar from @upstash demoing context7 and @ericciarla demoing @firecrawl_dev at today’s @a16z x Upstash x Firecrawl AI night Two of the *most used* MCP servers on Cursor, Zed and Claude Code 🔥🔥

We're hosting an a16z x Upstash x Firecrawl AI meetup ◆ This Monday, Nov. 3rd in SF ◆ Share what you're building ◆ Meet other AI developers Limited spots 👇

love the @upstash implementation of workflows. now you can instrument them and observe.

Well I’m still bullish, you cannot do bad to my strong believe $NVDA $TSLA $PLTR

Context7 now parses OpenAPI specs. → Give it a public .yaml or .json link → It extracts endpoints, schemas, params → Instantly available to your LLMs

Context7 MCP Version-2 will be ~36% more efficient on token usage and produce better quality.

Upstash Realtime now works in any Next.js route handler ◆ 100% type-safe events w/ zod v4 ◆ Add realtime features to any Next.js app All the code you need 👇

👇 Full breakdown w/ code examples https://t.co/dmwNRMFHOm

Vercel just launched Vercel Workflow We wrote about how it compares to Upstash Workflow: ◆ Automatic retries on failure ◆ Observability & platform support ◆ What Vercel Workflow does well

Context7 Update: Improving token efficiency in MCP Server Current issue: getDocs?topic=redis&tokens=10000 returns ~10K tokens. If the context isn’t enough, MCP retries with higher tokens. Problems: 1️⃣ Even if early results have what’s needed, MCP still processes all tokens. 2️⃣

We made Upstash Realtime about 50% faster Quick demo (not sped up) 👇

Upstash Workflow vs Vercel I asked team to compare Upstash and Vercel Workflow. Here their impressions: * I coded our names. * They/them -> Vercel Workflow * We/us -> Upstash Workflow A- Vercel uses too much compiler magic. Simple to setup and get started though. It's magic,

Just tackled one of the biggest missing pieces in @upstash Workflow: Bridging the gap between the frontend and workflows running in the background Thanks to Upstash Realtime, workflows can now stream events straight to the frontend Demo below 👇

We just gave our support experience @dubdotco a full revamp with our new AI assistant 🤓 Best part? The AI has visibility into your basic account info so it can help you debug common billing/usage/payouts questions. How it works: ✦ @upstash vector for tokenizing/storing help

Underrated: Redis Streams. We recently offloaded one of our usage update workflows @dubdotco to an @upstash Redis stream that runs in the background (instead of in real-time). This resulted in an order of magnitude reduction in RPS (over 20x) – and also helps avoid deadlocks.

Get started in minutes 👇 https://t.co/e70aMULJSL

getting started takes minutes 👇 https://t.co/e70aMULJSL

Upstash Realtime has auth built-in! 🎉 ◆ Verify users on connection ◆ Control which channels they can access ◆ Just a standard Next.js route handler All the code you need 👇

New Upstash Realtime update - simpler schemas! 🎉 ◆ Define your events with zod v4 ◆ Nest events as deep as you need ◆ 100% type-safety on client and server Perfect for Next.js & serverless 👇

Introducing Default Context — Context7 now auto-generates library documentation using Claude models, even if its repo has zero docs. Try it: refresh your library and open: 👉 CONTEXT7_PROJECT_URL/llms.txt

We're hosting an AI night with a16z x Upstash x Firecrawl 🎉 Come hang out, talk ideas, meet other builders 👉 Space is limited, register: https://t.co/RqfWA6I2Ha