impactengines-ai

Impact Engines is a specialist AI consulting practice for global development data, national statistics, and survey systems. They help organisations use AI across the full data lifecycle, from field collection and cleaning to analysis, statistics, and reporting, offering services such as AI‑driven survey quality control, data cleaning workflows, responsible AI implementation, and bespoke application development.

impactengines-ai is listed with 1 API on the APIs.io network. Tagged areas include Company, AI, Consulting, Development Data, and Official Statistics.

impactengines-ai’s developer surface includes engineering blog, documentation, support, and 7 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

9.6/100 minimal Agent 1/100 human only Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API 1 MCP Servers

CompanyAIConsultingDevelopment DataOfficial StatisticsSurvey Quality

Kin Score

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

Composite quality — 9.6/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 2.8 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.6 / 11

Contract Governance 0.0 / 10

Discoverability 4.8 / 9

Regulatory Posture 2.2 / 15

Agent readiness — 1/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 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 0 / 5

Well-Known Catalog 0 / 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

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):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

12 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Access Clarity scores 0.0 — up to +20.0 composite points
Developer Ergonomics scores 16.7 — up to +16.7 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/impactengines-ai/apis.yml: open an issue on github.com/api-evangelist/impactengines-ai 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.

Impact Engines Tools API

Explore Impact Engines tools for survey teams, including the Survey Solutions MCP Server, Simple BYOK, specialised AI, and dashboard prototypes.

MCP Servers 1

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

impactengines-ai MCP Server

Remote MCP server at classifications.impactengines.ai.

MCP SERVER

Security Posture 2

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

Impactengines Ai Authentication

0 schemes

SECURITY

Impactengines Ai Domain Security

TLSv1.3 · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Impactengines Ai Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

MCPServer

MCPServer

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

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)

aid: impactengines-ai
name: impactengines-ai
description: Impact Engines is a specialist AI consulting practice for global development data, national statistics, and survey
  systems. They help organisations use AI across the full data lifecycle, from field collection and cleaning to analysis,
  statistics, and reporting, offering services such as AI‑driven survey quality control, data cleaning workflows, responsible
  AI implementation, and bespoke application development.
image: https://impactengines.ai/assets/impact-engines-og.jpg
url: https://artifacts.apis.io/impactengines-ai/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:
- Company
- AI
- Consulting
- Development Data
- Official Statistics
- Survey Quality
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: LLMsTxt
  url: llms/impactengines-ai-llms.txt
- type: MCPServer
  url: mcp/impactengines-ai-mcp.yml
- type: Hosts
  url: hosts/impactengines-ai-hosts.yml
- type: Vendors
  url: vendors/impactengines-ai-vendors.yml
- type: GitHubOrganization
  url: https://github.com/lbruce-wq
- type: DomainSecurity
  url: security/impactengines-ai-domain-security.yml
- type: Website
  url: https://impactengines.ai/
- type: Blog
  url: https://impactengines.ai/blog/
- type: Documentation
  url: https://impactengines.ai/tools/
- type: Support
  url: https://impactengines.ai/contact/
apis:
- name: Impact Engines Tools API
  description: Explore Impact Engines tools for survey teams, including the Survey Solutions MCP Server, Simple BYOK, specialised
    AI, and dashboard prototypes.
  humanURL: https://impactengines.ai/tools/
  aid: impactengines-ai:impact-engines-tools-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: No OpenAPI, AsyncAPI, GraphQL, or other machine‑readable contract was found on the provider's documented tools page.
  evidence:
  - url: https://impactengines.ai/tools/
    status: 200
  checked: '2026-10-30'
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 19
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

impactengines-ai API — frequently asked questions

Does impactengines-ai have an API?

Yes. APIs.io lists 1 API from impactengines-ai, including Impact Engines Tools API.

How do I authenticate with the impactengines-ai API?

impactengines-ai documents its authentication (0 schemes). The details are profiled on APIs.io as Impactengines Ai Authentication.

Does impactengines-ai have an MCP server?

Yes. APIs.io lists 1 MCP server for impactengines-ai: Remote MCP server at classifications.impactengines.ai.

Is the impactengines-ai API ready for AI agents?

impactengines-ai has a Kin Score of 9.6 out of 100 (minimal) and an Agent Readiness score of 0.9 (human-only), scored by API Evangelist on 2026-10-31.

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