The problem with MCP is not building the server. It's the maintenance.
@alpha_vantage (YC S18) wanted their users to be able to ask financial questions without figuring out which API endpoint to call.
The problem was the mountain of work involved in testing their MCP server across AI clients as each one changed.
Alpha Vantage realized Manufact was already solving their hosting and cross-client quality assurance issues, so they chose to work with us.
In the team's words:
"Being able to automate away the key components of MCP hosting, deployment, and QA has saved us a lot of engineering and product cycle time, which has in turn enabled us to focus on the actual product development to drive customer delight."
We're proud to support Alpha Vantage's MCP server and allow the team time to focus on their product.
@MegHildreth wrote the full story, linked below
Alpha Vantage (YC S18) retweeted
AI agents are the web's biggest users.
They run on TinyFish, so we see what they reach for: data that's licensed, not published.
Today, with @crunchbase, @Similarweb, and 13 more companies, we're launching the TinyFish Data Partners Alliance.
The best data, curated by category, for agents.
tinyfish.ai/partners
Cloudflare Earnings Breakdown ( $NET )
RESULTS
🟢 Revenue: $460M (est $452M)
🟢 EBIT: $67M (est $57M)
🟢 EPS: $0.19 (est $0.18)
GUIDE
🔴 Q1 Revenue: $469M (est $474M)
🔴 Q1 EPS: $0.16 (est $0.18)
🟡 FY Revenue: $2.09B (est $2.10B)
🔴 FY EPS: $0.80 (est $0.85)
Amazon Earnings Breakdown ( $AMZN )
RESULTS
🟢 Revenue: $187.8B (est $187.2B)
🟢 EBIT: $21.2B (est $19.0B)
🟢 EPS: $1.86 (est $1.48)
GUIDE
🔴 Q1 Revenue: $153.3B (est $158.3B)
🔴 Q1 EBIT: $16.0B (est $18.2B)
Uber Earnings Breakdown ( $UBER )
RESULTS
🟢 Revenue: $12.0B (est $11.8B)
🟡 EBITDA: $1.84B (est $1.85B)
🟢 EPS: $3.21 (est $0.48)
GUIDE
🔴 Q1 Bookings: $42.8B (est $43.5B)
🟡 Q1 EBITDA: $1.84B (est $1.84B)
Alphabet Earnings Breakdown ( $GOOG )
RESULTS
🔴 Revenue: $96.5B (est $96.7B)
🔴 Cloud Revenue: $12.0B (est $12.2B)
🟢 EBIT: $31.0B (est $30.3B)
🟢 EPS: $2.15 (est $2.13)
Palantir Earnings Breakdown ( $PLTR )
RESULTS
🟢 Revenue: $828M (est $781M)
🟢 EBIT: $373M (est $305M)
🟢 EPS: $0.14 (est $0.11)
GUIDE
🟢 Q1 Revenue: $860M (est $799M)
🟢 Q1 EBIT: $356M (est $298M)
🟢 FY Revenue: $3.75B (est $3.53B)
🟢 FY EBIT: $1.56B (est $1.34B)
Apple Earnings Breakdown ( $AAPL )
RESULTS
🟢 Revenue: $124.3B (est $124.0B)
🟢 EBIT: $42.8B (est $42.4B)
🟢 EPS: $2.40 (est $2.35)
SEGMENT
🔴 iPhone Revenue: $69.1B (est $71.1B)
🔴 China Revenue: $18.5B (est $21.3B)
🟢 Services Revenue: $26.3B (est $26.1B)
Meta Earnings Breakdown ( $META )
RESULTS
🟢 Revenue: $48.4B (est $47.0B)
🟢 EBIT: $23.4B (est $19.84B)
🟢 EPS: $8.02 (est $6.74)
GUIDE
🔴 Q1 Revenue: $40.7B (est $41.6B)
Tesla Earnings Breakdown ( $TSLA )
RESULTS
🔴 Revenue: $25.7B (est $27.1B)
🔴 EBIT: $1.58B (est $2.66B)
🔴 EPS: $0.73 (est $0.77)
Microsoft Earnings Breakdown ( $MSFT )
RESULTS
🟢 Revenue: $69.6B (est $68.8B)
🟢 EBIT: $31.7B (est $30.3B)
🟢 EPS: $3.23 (est $3.12)
CLOUD
🔴 Cloud Revenue: $40.9B (est $41.1B)
🔴 Azure Growth: +31% (est +32%)
Guidance provided on earnings call
Netflix Earnings Breakdown ( $NFLX )
RESULTS
🟢 Revenue: $10.25B (est $10.11B)
🟢 EBIT: $2.27B (est $2.22B)
🟢 EPS: $4.27 (est $4.21)
GUIDE
🟢 FY'25 Revenue: $44.0B (est $43.6B)
TSMC Earnings Breakdown ( $TSM )
RESULTS
🟢 Revenue: $26.9B (est $25.8B)
🟢 EBIT: $13.2B (est $12.5B)
🟢 EPS: $2.24 (est $2.15)
GUIDE
🟢 Q1 Revenue: $25.4B (est $24.8B)
🟢 Q1 EBIT: $12.1B (est $11.5B)
Alpha Vantage (YC S18) retweeted
Announcing our Series A, led by @lightspeedvp, with participation from @nvidia and @ycombinator! 🚀
Exa is an AI lab redesigning search. Funding will help scale our API product, the first search engine built to power LLMs.
Today, we’re also launching big product updates: 🧵
Alpha Vantage (YC S18) retweeted
The intersection between UI component libraries and LLMs are really interesting.
Below is a demo I made using a custom @alpha_vantage tool to fetch stock prices and plot a chart. 📈
Custom functions allows you attach any tool/function/api to your @superagent_ai Assistant and evaluate them locally within your app.
Alpha Vantage (YC S18) retweeted
Soon, AI will search more than humans. Metaphor is the first search engine built for your LLM!
With a few lines of code you can do a Metaphor (or keyword) search and get back clean, parsed HTML for any content. Get 1000 requests/month free at platform.metaphor.systems/ (1/3)
Only 24 Hours to go until YC S23 Application Deadline! (Special Free Off... youtu.be/DDtnUdvDy0k via @YouTube
Don't subscribe to Substacks very often, but this is one that I absolutely had to: pmarca.substack.com/subscrib…
Alpha Vantage (YC S18) retweeted
1. Alpha Vantage
The easiest and most effective way to get stock, ETF, forex, technical indicators, and cryptocurrency data is to use a leading API provider like us.
rapidapi.com/alphavantage/ap…


















