Launching today
AgentKey
One-stop live data marketplace for your agent
647 followers
One-stop live data marketplace for your agent
647 followers
AgentKey is a plugin that connects your agent to live external data in one command. Install it into Claude Code, Codex, OpenClaw, or any MCP-based agent and instantly unlock access to search, web pages, social platforms, finance, e-commerce, business and crypto data. No integrations. No setup. Auto failover keeps workflows running.
Question: When it fails over between providers, how do you handle differences in response shape or data quality so the agent gets a consistent answer?
AgentKey
@thediffidentgarlicbread honest answer is we don't paper over the differences. Every tool keeps its own real schema, and when the agent picks a replacement from the candidate set it pulls that tool's schema before the retry, so it knows exactly what shape is coming back. Pretending provider B's response looks like provider A's is how you get silent field mismatches, and those are worse than a visible shape change. On quality, the candidate ranking is semantic fit first and live health second, so a fallback is the best remaining equivalent rather than whatever was next in a list.
The auto failover detail is what catches my attention most here. keeping agent workflows from silently dying when one provider 403s or rate limits is the part that's actually painful to build yourself.
Nice to see that addressed upfront.
keep going @yanshuo
AgentKey
@mohammed_messeguem The silent death part is what got us too, a 403 at step three of a twelve step workflow is its own special genre of debugging misery. If you want the gory details, someone in this thread grilled us on the exact failover behavior, candidate ranking included. Worth a scroll, it got pleasantly nerdy.
@lxcong will check it out:)
the auto failover between sources is the part that stands out to me. if one data provider goes down or rate limits you mid workflow and it silently swaps to a backup, does the schema/shape of the response stay consistent, or can an agent get tripped up by subtly different fields depending on which source ended up serving the request
AgentKey
@omri_ben_shoham1 Small correction to the premise, and it does most of the work, the swap isn't silent. A provider dying mid workflow surfaces as an explicit failure, the agent gets a set of same capability alternatives, picks one, and pulls that tool's own schema before the retry. So it never ends up reading fields from a mystery source, it chose the replacement and knows exactly what shape it speaks. We deliberately don't fake one universal schema across providers, that's exactly how subtle field mismatches sneak past people. There's a longer thread on this page digging into the mechanics if you want the deep version
Do i need to subscribe each database to pull data?
AgentKey
@adamkamaneh hi adam! Absolutely not. We engineered this specifically to end the pain of dealing with a mess of keys and data subscriptions for AI Agents. It’s a total drag, period.Instead, we give you one unified AgentKey that bridges thousands of data sources in a snap. We're already live with search, scraping, social, finance, crypto, and e-commerce feeds. Create a free account now and see the magic for yourself.
AgentKey
@adamkamaneh No, one key covers the whole catalog. You pay per call from a single balance, never per source. Free to start, no card needed.
Super convenient and easy to use! It would be perfect if they kept the points top-up option
AgentKey
@qq0018 thansk, it's still around! Check the billing page, there's an "Extra Credits" section with a top up button (needs Lite plan or above). If you're on Lite and still not seeing it, ping me
Congrats on the launch! With that many endpoints, what happens if the routing picks the wrong one? Does it double check before running, or just go?
AgentKey
@irahimiam It double checks, pretty much literally. The routing never fires a call on its own, it hands the agent a shortlist of candidate tools with descriptions. The agent picks one, pulls that tool's full spec, and only then runs it. So a wrong match shows up as a weird looking shortlist the agent can just re query, not a mystery call that already happened
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.
AgentKey
@kryptaria Once access stops being a project, the agent starts checking things you never asked it to check. We noticed the same shift dogfooding it ourselves, questions come back with receipts now
AgentKey
@kryptaria Well said. We found that once the friction of accessing live data disappears, agents become much more "curious". They stop relying mainly on what they already know and start checking multiple sources by default :)
AgentKey
@kryptaria I totally agree! That's exactly why I love using it too. My AI agent is now crushing research tasks way better than ever before. Since it pulls from real-time, reliable data, the LLM hallucination rate has dropped significantly. So glad you discovered it too ^^