AgentKey

Congrats on the launch! The "one command, no integrations" angle is the part that stands out — connecting live data usually means wrangling a dozen MCP configs and babysitting them when one goes down. Curious how the auto failover picks its fallback source: is it latency-based, or does it rank by data freshness? Either way, this looks like a real time-saver for anyone building agents that touch the open web. 🚀

Super cool! Is it flexible enough to bring in data from specific sources that I already have access to for eg. as a student I used to have access to pitchbook but couldn't use it in the context of an agent because of integration limitations even if I have a subscription.

@lxcong ok that's the part I was missing - the explicit failure + re-fetch-schema-on-retry step. that's a smarter design than I gave it credit for, avoids the "silent swap" problem entirely instead of just handling it gracefully. makes sense why you'd avoid a universal schema too, that abstraction always leaks eventually.

This is a useful direction. Live external data is still one of the biggest gaps for agents, especially when workflows break because one source or integration fails.Curious how you handle source quality and freshness across different data types like search, finance, social, and e-commerce.

"No integrations, no setup" is the dream for anyone who's wired up 6 APIs by hand. The question I'd have as a builder: when a source changes or rate-limits, the auto-failover keeps the workflow running — but does the agent know it fell back to a different source, or does data quality silently shift underneath it? For anything touching finance/crypto that provenance matters a lot. Curious how you surface which source actually answered.

The idea seems terrific, but I think the name falls short of the ecosystem potential, among other things because it does not really make immediately clear what the product does. If you just drop me the name, I'd say it's some agent authentication thing.No intention to offend you guys or diminish the value of the work behind your product ;)

Really interesting approach. One question: if I already have my own API keys for some providers, can I use those with AgentKey, or does everything go through the AgentKey account?

With 1,800 endpoints and growing, how do you decide which providers to actually add versus turn down? Congrats on the launch!

Do i need to subscribe each database to pull data?

The tool discovery part is really interesting. As agents get access to more tools, managing context efficiently will become a huge challenge. How does AgentKey handle custom/private APIs?

It's useful. How does auto-failover decide which source to switch to when one goes down?

the interesting part isn't any single integration, it's that the agent gets a whole catalog. my research assistant went from "answers from training data" to "checked five live sources" with zero code from me.

For research workflows, having FRED + finnhub + yahoo finance next to social sentiment behind the same key is a sneaky-good combo. Macro context and market chatter in one loop.

Hey the token math on tool discovery is honestly the most concrete detail in the whole pitch. Going from roughly 35,000 tokens to about 1,500 by training a retrieval layer instead of dumping every endpoint definition into context is a real architecture decision, not just a marketing line, and it's the kind of problem that quietly breaks a lot of MCP integrations once they scale past a handful of tools for sure.But when the retrieval model picks the wrong endpoint for an ambiguous request, is that visible anywhere, or does a wrong pick just look like a silent bad result downstream?

Installing into Claude Code with one command is the right call — most MCP setups still die in config. Does failover switch sources silently, or does the agent get told the data came from a different provider?