crawleo-dev

Crawleo provides a unified Search and Crawl API designed for AI and LLM applications. It aggregates results from Bing, Google Search, Google Maps, and performs web crawling with an anti-bot headful browser. The platform delivers clean Markdown output, supports native Model Context Protocol (MCP), and offers flexible credit‑based pricing. Developers can integrate search, crawling, and data extraction in a single endpoint, simplifying RAG pipelines and AI data workflows.

crawleo-dev publishes 3 API contracts indexed on the APIs.io network: Crawl API, Google Maps API, and Search API. Tagged areas include AI, Search, Crawling, API, and MCP.

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

crawleo-dev’s developer surface includes authentication, sandbox, documentation, API reference, getting-started guide, signup flow, support, and 25 more developer resources.

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64.6/100 strong Agent 51/100 agent ready Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 published contract 1 MCP Servers 1 Agent Skills

AISearch CrawlingAPIMCP

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 64.6/100 · strong

Contract Quality 12.0 / 21

Developer Ergonomics 12.0 / 17

Access Clarity 12.4 / 17

Operational Transparency 3.7 / 11

Contract Governance 8.1 / 10

Discoverability 5.7 / 9

Regulatory Posture 3.4 / 15

Agent readiness — 51/100 · agent ready

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 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 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 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

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/.

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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)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too
Agentic Commerce Well-Known Document +5 pts — a parsing /.well-known/ucp.json or acp.json declaring a version and at least one service — `self` when its endpoints are on the provider's own domain, `platform` when they are on a vendor's

3 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 56.7 — up to +10.8 composite points
Operational Transparency scores 33.7 — up to +8.6 composite points
Developer Ergonomics scores 70.7 — up to +5.9 composite points

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.

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/crawleo-dev/apis.yml: open an issue on github.com/api-evangelist/crawleo-dev 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 →

APIs 3

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

crawleo-dev Crawl API

The Crawl API from crawleo-dev — 1 operation(s) for crawl.

crawleo-dev Google Maps API

The Google Maps API from crawleo-dev — 1 operation(s) for google maps.

crawleo-dev Search API

The Search API from crawleo-dev — 1 operation(s) for search.

MCP Servers 1

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

crawleo-dev MCP Server

Remote MCP server at docs.crawleo.dev.

MCP SERVER

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

crawleo

AGENT SKILL

Pricing Plans 1

Published pricing tiers and plan structures.

Crawleo Dev Plans Pricing

4 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Crawleo Dev Rate Limits

4 limits

RATE LIMITS

Semantic Vocabularies 1

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

Crawleo Dev Context

4 classes · 9 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

crawleo-dev API Rules

12 rules · 10 errors 1 warnings 1 info

SPECTRAL

JSON Schema 3

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

CrawlResponse

3 properties

JSON SCHEMA

GoogleMapsResponse

3 properties

JSON SCHEMA

SearchResponse

4 properties

JSON SCHEMA

Security Posture 2

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

Crawleo Dev Authentication

2 schemes

SECURITY

Crawleo Dev Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

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

Crawleo Dev Agentic Access

3 operations · 1 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

Sandbox

DeveloperPortal

GettingStarted

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

LLMsTxt

MCPServer

WellKnown

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

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

RateLimits

RateLimits

Support

Support

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 3

The organization behind the API

Newsroom

Newsroom

Website

Website

Blog

Blog

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: crawleo-dev
name: crawleo-dev
description: Crawleo provides a unified Search and Crawl API designed for AI and LLM applications. It aggregates results from
  Bing, Google Search, Google Maps, and performs web crawling with an anti-bot headful browser. The platform delivers clean
  Markdown output, supports native Model Context Protocol (MCP), and offers flexible credit‑based pricing. Developers can
  integrate search, crawling, and data extraction in a single endpoint, simplifying RAG pipelines and AI data workflows.
url: https://artifacts.apis.io/crawleo-dev/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- AI
- Search
- Crawling
- API
- MCP
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
image: https://www.crawleo.dev/dark-mode-logo.svg
common:
- type: AgenticAccess
  url: agentic-access/crawleo-dev-agentic-access.yml
- type: RateLimits
  url: rate-limits/crawleo-dev-rate-limits.yml
- type: Plans
  url: plans/crawleo-dev-plans-pricing.yml
- type: Spectral
  url: rules/crawleo-dev-rules.yml
- type: JSONLD
  url: json-ld/crawleo-dev-context.jsonld
- type: Vocabulary
  url: vocabulary/crawleo-dev-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/crawleo-dev-data-model.yml
- type: Authentication
  url: authentication/crawleo-dev-authentication.yml
- type: ErrorCatalog
  url: errors/crawleo-dev-problem-types.yml
- type: Conformance
  url: conformance/crawleo-dev-conformance.yml
- type: LLMsTxt
  url: llms/crawleo-dev-llms.txt
- type: AgentCard
  url: a2a/crawleo-dev-a2a.yml
- type: MCPServer
  url: mcp/crawleo-dev-mcp.yml
- type: WellKnown
  url: well-known/crawleo-dev-well-known.yml
- type: Hosts
  url: hosts/crawleo-dev-hosts.yml
- type: Vendors
  url: vendors/crawleo-dev-vendors.yml
- type: Sandbox
  url: https://www.crawleo.dev/playground
- type: Newsroom
  url: https://www.crawleo.dev/news
- type: DomainSecurity
  url: security/crawleo-dev-domain-security.yml
- type: Website
  url: https://crawleo.dev/
- type: DeveloperPortal
  url: https://docs.crawleo.dev/
- type: Documentation
  url: https://docs.crawleo.dev/
- type: APIReference
  url: https://docs.crawleo.dev/
- type: GettingStarted
  url: https://www.crawleo.dev/login
- type: SignUp
  url: https://www.crawleo.dev/login
- type: Support
  url: mailto:support@crawleo.dev
- type: Blog
  url: https://www.crawleo.dev/blog
- type: GitHubOrganization
  url: https://github.com/Crawleo
- type: Pricing
  url: https://www.crawleo.dev/pricing
- type: TermsOfService
  url: https://www.crawleo.dev/policies/terms
- type: PrivacyPolicy
  url: https://www.crawleo.dev/policies/privacy
apis:
- aid: crawleo-dev:crawleo-dev-crawl-api
  name: crawleo-dev Crawl API
  description: The Crawl API from crawleo-dev — 1 operation(s) for crawl.
  humanURL: https://docs.crawleo.dev/api-reference/introduction
  baseURL: https://api.crawleo.dev
  tags:
  - Crawl
  properties:
  - type: OpenAPI
    url: openapi/crawleo-dev-crawl-api-openapi.yml
  - type: JSONSchema
    url: json-schema/crawleo-dev-google-maps-response-schema.json
  - type: JSONSchema
    url: json-schema/crawleo-dev-crawl-response-schema.json
  - type: JSONSchema
    url: json-schema/crawleo-dev-search-response-schema.json
- aid: crawleo-dev:crawleo-dev-google-maps-api
  name: crawleo-dev Google Maps API
  description: The Google Maps API from crawleo-dev — 1 operation(s) for google maps.
  humanURL: https://docs.crawleo.dev/api-reference/introduction
  baseURL: https://api.crawleo.dev
  tags:
  - Google Maps
  properties:
  - type: OpenAPI
    url: openapi/crawleo-dev-google-maps-api-openapi.yml
  - type: JSONSchema
    url: json-schema/crawleo-dev-google-maps-response-schema.json
  - type: JSONSchema
    url: json-schema/crawleo-dev-crawl-response-schema.json
  - type: JSONSchema
    url: json-schema/crawleo-dev-search-response-schema.json
- aid: crawleo-dev:crawleo-dev-search-api
  name: crawleo-dev Search API
  description: The Search API from crawleo-dev — 1 operation(s) for search.
  humanURL: https://docs.crawleo.dev/api-reference/introduction
  baseURL: https://api.crawleo.dev
  tags:
  - Search
  properties:
  - type: OpenAPI
    url: openapi/crawleo-dev-search-api-openapi.yml
  - type: JSONSchema
    url: json-schema/crawleo-dev-google-maps-response-schema.json
  - type: JSONSchema
    url: json-schema/crawleo-dev-crawl-response-schema.json
  - type: JSONSchema
    url: json-schema/crawleo-dev-search-response-schema.json
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 39
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

crawleo-dev API — frequently asked questions

Does crawleo-dev have an API?

Yes. APIs.io lists 3 APIs from crawleo-dev, including crawleo-dev Crawl API, crawleo-dev Google Maps API and crawleo-dev Search API.

Is there an OpenAPI specification for the crawleo-dev API?

Yes. APIs.io indexes 3 OpenAPI specifications for crawleo-dev, each linked for download from this page.

How do I authenticate with the crawleo-dev API?

crawleo-dev documents its authentication (2 schemes). The details are profiled on APIs.io as Crawleo Dev Authentication.

How much does the crawleo-dev API cost?

APIs.io lists 4 pricing plans for crawleo-dev, with each plan's price, limits and inclusions under Pricing Plans on this page.

Does crawleo-dev have an MCP server?

Yes. APIs.io lists 1 MCP server for crawleo-dev: Remote MCP server at docs.crawleo.dev.

Is the crawleo-dev API ready for AI agents?

crawleo-dev has a Kin Score of 64.6 out of 100 (strong) and an Agent Readiness score of 51.3 (agent-ready), scored by API Evangelist on 2026-10-31.

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