NewAgents Just Need APIs —
Benchmarking three ways to give AI agents web access: read the writeup →
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What you see
OpenClaw· Control
You
Scan r/SaaS for what founders are posting about right now — I want themes for our marketing.
You2:14 PM
What your agent sees
1
SearchQueued
$ agent-data search
"reddit posts by subreddit"
✓ matched social.feed ·
1 endpoint
2
Read the docsQueued
// social.feed · params
{
"source": "reddit", // required
"subreddit": "r/SaaS", // required
"limit": 12 // optional
}
3
Get structured dataQueued
// response
{
"subreddit": "r/SaaS",
"sort": "new",
"returned": 12,
"top": { "theme": "scope creep", "posts": 3 }
}
Works with your favorite agents
Why agent-data
A smart, embeddings-based search sits on top of every endpoint. Your agent finds the right tool the moment it needs it — instead of carrying dozens of tool schemas in context at all times.
⌕search"round trip flight"
/v1/flights0.94
/v1/reservations0.41
Responses are structured JSON by default — built for tight token budgets, with cursor pagination where it counts. No HTML, no screenshots, no cleanup step.
{
"offers": [
{ "carrier": "AS",
"price": 259 }
],
"next_cursor":
"eyJvIjoxfQ"
}
Every endpoint ships docs and parameter descriptions written for agents as first-class users.
GET /v1/flights
originIATA code — e.g. "SFO"
dateISO 8601 departure date
max_stops0 = nonstop only
Benchmark
One flight-search task. Three ways to get web data. Five runs each, measured end to end.
Median input tokens per run · lower is better
Endpoints
Live flight status and position, airport operational conditions and weather, and point-to-point fare search.
Real-time restaurant availability and reservations, cuisine and location matching, and direct booking links.
Normalized blog posts, tags, and source metadata from leading AI research labs and tech companies.
Live posts, comment threads, and linked article content across social media platforms.
Live job search with on-demand full job detail — titles, companies, locations, posting dates, and the full description text for any posting.