SwarmIO

https://ioswarm.io

A hosted agent harness: deep research as an API. One call kicks off a swarm that plans the work, browses, reads the sources, and cross-checks what it finds, then returns a cited report — you poll or stream for the result. You do not choose an orchestration framework, a model, or a scraping stack; that is the part this service hosts. Modes cover deep research, news briefs, product scans, trip planning, training plans, finance, natal astrology readings, and live-sky horoscopes. Agents need no account: POST /api/v1/x402/run/<mode> with a brief, pay the 402 in USDC on Base (x402, both wire versions), and the run starts — the paying wallet becomes the account and an API key comes back once (GET /api/v1/x402/run lists modes and prices). Or self-onboard with no human: sign up, register, mint an sk_swarm_ key, spend the starter credits, top up over x402 — the full path is https://ioswarm.io/llms.txt. Free with no credentials: GET /api/v1/pulse (live prices and today's news). Also speaks MCP at https://ioswarm.io/mcp and publishes an OpenAPI spec at https://ioswarm.io/api/v1/openapi.json.

53
reliability

Reliability & health

Uptime and response time from our own unpaid probes, plus the reliability score built from them.

Uptime

100.0% avg
0% 50% 100% Sat 9 AMSat 6 PMSun 3 AMSun 3 PM

Response time

p50 180ms · p95 263ms
0ms 150ms 300ms Sat 9 AMSat 6 PMSun 3 AMSun 3 PM
Data table
Reliability history per time bucket over the last 7 days (hourly).
Bucket Uptime Probes Response time
10/3/2026, 9:00:00 AM 100% 1 15ms
10/3/2026, 10:00:00 AM 100% 1 16ms
10/3/2026, 12:00:00 PM 100% 1 257ms
10/3/2026, 2:00:00 PM 100% 1 258ms
10/3/2026, 4:00:00 PM 100% 1 178ms
10/3/2026, 6:00:00 PM 100% 1 16ms
10/3/2026, 7:00:00 PM 100% 1 258ms
10/3/2026, 9:00:00 PM 100% 1 16ms
10/3/2026, 11:00:00 PM 100% 1 181ms
10/4/2026, 1:00:00 AM 100% 1 262ms
10/4/2026, 3:00:00 AM 100% 1 265ms
10/4/2026, 5:00:00 AM 100% 1 16ms
10/4/2026, 7:00:00 AM 100% 1 262ms
10/4/2026, 9:00:00 AM 100% 1 259ms
10/4/2026, 1:00:00 PM 100% 1 17ms
10/4/2026, 3:00:00 PM 100% 1 17ms
53
Composite reliability — the weighted average of the dimensions below, on a 0–100 scale.
Availability
100

How often it was reachable when we probed it (weight 35%).

Latency
100

How quickly it answers when it is up — fast scores high (weight 20%).

Security
100

Whether it serves over working TLS / https (weight 15%).

Transparency
42

Whether the operator disclosed what it does — description, schema, identity (weight 15%).

Activity
not yet measured

Observed on-chain payments to this endpoint's wallet — transactions, volume, and distinct paying wallets over the last month (weight 15%; not yet measured when we have not seen its wallet settle).

Confidence 32% — how much probe evidence backs this score. A thin history is flagged, not hidden.

See the scoring methodology for exactly how each number is computed.

Payment

Currencies
—
Networks
—
Facilitator
unknown
SDK
unknown

Operator

Company
inferred — unknown
Jurisdiction
—
Registrar
—
Domain registered
—
Hosting network
CLOUD-ASH
Hosting country
US

Operator context is derived from public RDAP/TLS records and unverified. Company and country are only available for endpoints that publish them (an OV/EV TLS certificate or a non-redacted domain record); most endpoints are CDN-fronted and disclose neither.

freepricescryptostocksnewsno-authsearchwebfree-legx402reportcitationsmarketsbriefquotesfxfetchscrapeextractionchatcompletionllmresearchweb-searchcited-reportbriefingproductscomparisonshoppingtravelitineraryfitnesscoachingfinanceastrologynatal-charthoroscopetransitsroutingclassification