Contextflo

Contextflo provides a data analytics platform enabling teams to ask natural language questions to their data using Claude and ChatGPT. It offers reliable answers grounded in business definitions, integrates with various data sources, and presents query details for transparency. Founded in 2024, Contextflo aims to democratize data insights without requiring a dedicated data team.

Contextflo is listed with 1 API on the APIs.io network. Tagged areas include Analytics, Artificial Intelligence, Data Platform, Customer Service, and Finance.

The Contextflo catalog on APIs.io includes 1 Spectral governance ruleset.

Contextflo’s developer surface includes sandbox, documentation, API reference, getting-started guide, pricing, engineering blog, support, and 14 more developer resources.

🌐 Visit website📡 Profile data on GitHub
39.1/100 thin Agent 19/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →
AccessFreemium
1 API
AnalyticsArtificial IntelligenceData PlatformCustomer ServiceFinanceGrowth

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0
Composite quality — 39.1/100 · thin
Contract Quality 2.0 / 21
Developer Ergonomics 8.4 / 17
Access Clarity 13.0 / 17
Operational Transparency 1.2 / 11
Contract Governance 3.6 / 10
Discoverability 4.9 / 9
Regulatory Posture 2.6 / 15
Agent readiness — 19/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 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. Kin Score badge preview for Contextflo It updates itself when the score changes. Paste this where you link to your API docs: 
<a href="https://apis.io/providers/contextflo-com/"><img src="https://apis.io/badge/contextflo-com/card.svg" alt="Contextflo 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):
  • MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
  • Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
  • Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
  • 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)
  • Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
  • A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
10 more unmet checks in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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/contextflo-com/apis.yml: open an issue on github.com/api-evangelist/contextflo-com 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 1

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

Contextflo API

Contextflo API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist (2026-11-04); not the provider's own document.

Contextflo API pricing

Prices published by Contextflo, read 2026-11-04 from contextflo.com/pricing.

PlanPrice
Free $0/month
Starter $75/seat/month
Team $500/month
Enterprise Custom

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Contextflo Com Plans Pricing

4 plans

PLANS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Contextflo API Rules

20 rules · 18 errors 1 warnings 1 info

SPECTRAL

Security Posture 1

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

Contextflo Com Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

Sandbox
Sandbox
 GettingStarted
GettingStarted
 SignUp
SignUp

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Spectral
Spectral
 Vocabulary
Vocabulary
 Conformance
Conformance

Access & Security 2

Authentication, authorization, and security posture

Security
Security
 DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 4

Pricing, plans, and the legal terms of use

PrivacyPolicy
PrivacyPolicy
 Plans
Plans
 Pricing
Pricing
 TermsOfService
TermsOfService

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Other 2

Properties that don't map to a standard resource type

Hosts
Hosts
 Vendors
Vendors

Source (apis.yml)

apis.yml Raw ↑ 
aid: contextflo-com
name: Contextflo
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  probe_state: unreadable
  source:
  - plans
  - security
  generated: '2026-11-06'
  method: derived
image: https://contextflo.com/contextflo-og.png
description: Contextflo provides a data analytics platform enabling teams to ask natural language questions to their data
  using Claude and ChatGPT. It offers reliable answers grounded in business definitions, integrates with various data sources,
  and presents query details for transparency. Founded in 2024, Contextflo aims to democratize data insights without requiring
  a dedicated data team.
url: https://artifacts.apis.io/contextflo-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-04 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-04'
modified: '2026-11-04'
tags:
- Analytics
- Artificial Intelligence
- Data Platform
- Customer Service
- Finance
- Growth
tags_raw:
- Analytics
- AI
- Data platform
- Customer support
- Finance
- Growth
- Operations
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: PrivacyPolicy
  url: https://contextflo.com/legal/privacy
- type: Plans
  url: plans/contextflo-com-plans-pricing.yml
- type: Spectral
  url: rules/contextflo-com-rules.yml
- type: Vocabulary
  url: vocabulary/contextflo-com-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Conformance
  url: conformance/contextflo-com-conformance.yml
- type: LLMsTxt
  url: llms/contextflo-com-llms.txt
- type: Hosts
  url: hosts/contextflo-com-hosts.yml
- type: Vendors
  url: vendors/contextflo-com-vendors.yml
- type: Security
  url: https://contextflo.com/legal/security
- type: Sandbox
  url: https://contextflo.com/playground
- type: DomainSecurity
  url: security/contextflo-com-domain-security.yml
- type: Website
  url: https://contextflo.com/
- type: Documentation
  url: https://contextflo.com/docs
- type: APIReference
  url: https://contextflo.com/docs
- type: GettingStarted
  url: https://contextflo.com/docs/getting-started
- type: Pricing
  url: https://contextflo.com/pricing
- type: Blog
  url: https://contextflo.com/blog
- type: Support
  url: https://contextflo.com/contact
- type: TermsOfService
  url: https://contextflo.com/terms
- type: SignUp
  url: https://contextflo.com/auth/signin?mode=signup
apis:
- aid: contextflo-com:contextflo-com-api
  name: Contextflo API
  description: 'Contextflo API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist
    (2026-11-04); not the provider''s own document.'
  humanURL: https://contextflo.com/docs/data-sources/clickhouse-setup
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/contextflo-com-openapi-generated.yml
    x-provenance: generated
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation pages are HTML without any published OpenAPI, AsyncAPI, GraphQL or other machine‑readable contract.
  evidence:
  - url: https://contextflo.com/docs
    status: 200
  checked: '2026-11-04'
x-enrichment:
  date: '2026-11-04'
  status: enriched
  artifacts_added: 17
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Contextflo API — frequently asked questions

Does Contextflo have an API?

Yes. APIs.io lists 1 API from Contextflo, including Contextflo API.

Is there an OpenAPI specification for the Contextflo API?

Yes. APIs.io indexes 1 OpenAPI specification for Contextflo, each linked for download from this page.

How much does the Contextflo API cost?

Contextflo publishes its prices; its Free plan is $0/month as of 2026-11-04. APIs.io lists 4 pricing plans for Contextflo, with each plan's price, limits and inclusions under Pricing on this page.

Is the Contextflo API ready for AI agents?

Contextflo has a Kin Score of 39.1 out of 100 (thin) and an Agent Readiness score of 19.1 (agent-aware), scored by API Evangelist on 2026-11-06.

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

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  • 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.
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  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
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