Swarmio

Swarmio (ioswarm.io) offers a hosted AI agent harness that performs deep research, news briefs, finance analysis, product comparisons, trip planning, training plans, astrology, design mockups, and security audits. Users can submit queries via web, REST, MCP, or A2A, receive cited reports with sources, and pay per run using credit cards or USDC on Base. The platform provides a no‑code solution for agents to leverage AI without building infrastructure.

Swarmio publishes 10 API contracts indexed on the APIs.io network, including Auth API, Billing API, Feeds API, and 7 more. Tagged areas include Deep Research, News Briefs, Finance, Product Comparisons, and Trip Planning.

The Swarmio catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Swarmio’s developer surface includes authentication and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

29.5/100 thin Agent 25/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

1 published contract 1 MCP Servers

Deep ResearchNews BriefsFinanceProduct ComparisonsTrip PlanningDesign StudioHosted Harness

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 29.5/100 · thin

Contract Quality 11.9 / 21

Developer Ergonomics 2.0 / 17

Access Clarity 2.9 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 5.5 / 9

Regulatory Posture 2.8 / 15

Agent readiness — 25/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/ioswarm-io/"><img src="https://apis.io/badge/ioswarm-io/card.svg" alt="Swarmio on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

Agent readiness — checks not met, largest first (exact, from this profile):

Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented) Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link Ask about this →
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document Ask about this →
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented) Ask about this →
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks Ask about this →

7 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Developer Ergonomics scores 11.9 — up to +17.6 composite points Ask about this →
Access Clarity scores 17.0 — up to +16.6 composite points Ask about this →
Operational Transparency scores 0.0 — up to +13.0 composite points Ask about this →

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/ioswarm-io/apis.yml: open an issue on github.com/api-evangelist/ioswarm-io to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Agent2Agent

measured — observed by APIs.io (near-conformant)

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

OpenAPI

measured — observed by APIs.io (published)

APIs 10

Individual APIs this provider publishes, each with its own machine-readable definition.

Swarmio Auth API

The Auth API from Swarmio — 1 operation(s) for auth.

Swarmio Billing API

The Billing API from Swarmio — 1 operation(s) for billing.

Swarmio Feeds API

The Feeds API from Swarmio — 12 operation(s) for feeds.

Swarmio Llms.txt API

The Llms.txt API from Swarmio — 1 operation(s) for llms.txt.

Swarmio Market API

The Market API from Swarmio — 1 operation(s) for market.

Swarmio News API

The News API from Swarmio — 1 operation(s) for news.

Swarmio Pulse API

The Pulse API from Swarmio — 1 operation(s) for pulse.

Swarmio Search API

The Search API from Swarmio — 2 operation(s) for search.

Swarmio Video API

The Video API from Swarmio — 2 operation(s) for video.

Swarmio X402 API

The X402 API from Swarmio — 23 operation(s) for x402.

Scroll for all 10

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Swarmio MCP Server

Remote MCP server at ioswarm.io.

MCP SERVER

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Ioswarm Io Context

15 classes · 56 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

Swarmio API Rules

53 rules · 43 error-severity 8 warn-severity 2 info-severity

SPECTRAL

JSON Schema 3

Standalone JSON Schema definitions for this provider's data models.

AuthConfig

3 properties

JSON SCHEMA

CryptoTerms

9 properties

JSON SCHEMA

Pulse

8 properties

JSON SCHEMA

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Swarmio Authentication

http · 1 scheme

SECURITY

Swarmio Domain Security

TLSv1.3

SECURITY

Agentic Access (API Evangelist recommendations) 1

Recommended x-agentic-access execution contracts for AI agents.

Swarmio Agentic Access

62 operations · 35 acting · 1 human-in-the-loop

62 operations · 35 acting

AGENTIC

Resources

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LLMsTxt

LLMsTxt

MCPServer

MCPServer

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

ErrorCatalog

Conformance

Build 1

SDKs, sample code, and the tooling you integrate with

ToolCrosswalk

ToolCrosswalk

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: ioswarm-io
name: Swarmio
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-13'
  method: derived
image: https://ioswarm.io/assets/og.png
description: Swarmio (ioswarm.io) offers a hosted AI agent harness that performs deep research, news briefs, finance analysis,
  product comparisons, trip planning, training plans, astrology, design mockups, and security audits. Users can submit queries
  via web, REST, MCP, or A2A, receive cited reports with sources, and pay per run using credit cards or USDC on Base. The
  platform provides a no‑code solution for agents to leverage AI without building infrastructure.
url: https://artifacts.apis.io/ioswarm-io/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-12 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-12'
modified: '2026-11-12'
tags:
- Deep Research
- News Briefs
- Finance
- Product Comparisons
- Trip Planning
- Design Studio
- Hosted Harness
tags_raw:
- Deep Research
- News Briefs
- Finance
- Product Comparisons
- Trip Planning
- Design Studio
- API
- Hosted Harness
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/ioswarm-io-agentic-access.yml
- type: Spectral
  url: rules/ioswarm-io-rules.yml
- type: JSONLD
  url: json-ld/ioswarm-io-context.jsonld
- type: Vocabulary
  url: vocabulary/ioswarm-io-vocabulary.yml
- type: DataModel
  url: data-model/ioswarm-io-data-model.yml
- type: ErrorCatalog
  url: errors/ioswarm-io-problem-types.yml
- type: Conformance
  url: conformance/ioswarm-io-conformance.yml
- type: LLMsTxt
  url: llms/ioswarm-io-llms.txt
- type: AgentCard
  url: a2a/ioswarm-io-a2a.yml
- type: ToolCrosswalk
  url: mcp/ioswarm-io-tool-crosswalk.yml
- type: MCPServer
  url: mcp/ioswarm-io-mcp.yml
- type: Hosts
  url: hosts/ioswarm-io-hosts.yml
- type: Vendors
  url: vendors/ioswarm-io-vendors.yml
- type: TermsOfService
  url: https://ioswarm.io/terms
- type: PrivacyPolicy
  url: https://ioswarm.io/privacy
- type: Authentication
  url: authentication/ioswarm-io-authentication.yml
- type: DomainSecurity
  url: security/ioswarm-io-domain-security.yml
- type: Website
  url: https://ioswarm.io/
apis:
- aid: ioswarm-io:ioswarm-io-auth-api
  name: Swarmio Auth API
  description: The Auth API from Swarmio — 1 operation(s) for auth.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Authentication
  tags_raw:
  - Auth
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-auth-api-openapi.yml
  - type: JSONSchema
    url: json-schema/ioswarm-io-auth-config-schema.json
- aid: ioswarm-io:ioswarm-io-billing-api
  name: Swarmio Billing API
  description: The Billing API from Swarmio — 1 operation(s) for billing.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Billing
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-billing-api-openapi.yml
  - type: JSONSchema
    url: json-schema/ioswarm-io-crypto-terms-schema.json
- aid: ioswarm-io:ioswarm-io-feeds-api
  name: Swarmio Feeds API
  description: The Feeds API from Swarmio — 12 operation(s) for feeds.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Feed
  tags_raw:
  - Feeds
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-feeds-api-openapi.yml
- aid: ioswarm-io:ioswarm-io-llms-txt-api
  name: Swarmio Llms.txt API
  description: The Llms.txt API from Swarmio — 1 operation(s) for llms.txt.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Llms.txt
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-llms-txt-api-openapi.yml
- aid: ioswarm-io:ioswarm-io-market-api
  name: Swarmio Market API
  description: The Market API from Swarmio — 1 operation(s) for market.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Markets
  tags_raw:
  - Market
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-market-api-openapi.yml
- aid: ioswarm-io:ioswarm-io-news-api
  name: Swarmio News API
  description: The News API from Swarmio — 1 operation(s) for news.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - News
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-news-api-openapi.yml
- aid: ioswarm-io:ioswarm-io-pulse-api
  name: Swarmio Pulse API
  description: The Pulse API from Swarmio — 1 operation(s) for pulse.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Pulse
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-pulse-api-openapi.yml
  - type: JSONSchema
    url: json-schema/ioswarm-io-pulse-schema.json
- aid: ioswarm-io:ioswarm-io-search-api
  name: Swarmio Search API
  description: The Search API from Swarmio — 2 operation(s) for search.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Search
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-search-api-openapi.yml
- aid: ioswarm-io:ioswarm-io-video-api
  name: Swarmio Video API
  description: The Video API from Swarmio — 2 operation(s) for video.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - Video
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-video-api-openapi.yml
- aid: ioswarm-io:ioswarm-io-x402-api
  name: Swarmio X402 API
  description: The X402 API from Swarmio — 23 operation(s) for x402.
  humanURL: https://ioswarm.io/docs
  baseURL: https://ioswarm.io
  tags:
  - x402
  tags_raw:
  - X402
  properties:
  - type: OpenAPI
    url: openapi/ioswarm-io-x402-api-openapi.yml
x-enrichment:
  date: '2026-11-12'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Swarmio API — frequently asked questions

Does Swarmio have an API?

Yes. APIs.io lists 10 APIs from Swarmio, including Swarmio Auth API, Swarmio Billing API and Swarmio Feeds API, and 7 more.

Is there an OpenAPI specification for the Swarmio API?

Yes. APIs.io indexes 10 OpenAPI specifications for Swarmio, each linked for download from this page.

How do I authenticate with the Swarmio API?

Swarmio uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Swarmio Authentication.

Does Swarmio have an MCP server?

Yes. APIs.io lists 1 MCP server for Swarmio: Remote MCP server at ioswarm.io.

Is the Swarmio API ready for AI agents?

Swarmio has a Kin Score of 29.5 out of 100 (thin) and an Agent Readiness score of 25.4 (agent-aware), scored by API Evangelist on 2026-11-13.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/ioswarm-io"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/ioswarm-io/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/ioswarm-io/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.