agentlookups-ai

agentlookups.ai provides a suite of public‑record lookup tools for consumers and agents, offering APIs for contractor license verification, drug price transparency, environmental record access, and property‑assessment fairness. The platform hosts six services—license, drug price, environmental, property, food, and water—each exposed via a simple, unauthenticated MCP (Machine‑Connect‑Protocol) endpoint that returns JSON. Documentation is available at /docs/, with privacy and terms pages. The service is operated by TopHat Monkey Software LLC and aims to champion open data for everyday decisions.

agentlookups-ai is listed with 6 APIs on the APIs.io network. Tagged areas include Public Records, Consumer Tools, API, Data, and Beta.

agentlookups-ai’s developer surface includes documentation, API reference, getting-started guide, and 8 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

18.2/100 emerging Agent 4/100 human only Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

6 APIs 1 MCP Servers

Public RecordsConsumer ToolsAPIData Beta

Kin Score

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

Composite quality — 18.2/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 4.9 / 17

Access Clarity 3.6 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 6.0 / 9

Regulatory Posture 3.5 / 15

Agent readiness — 4/100 · 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 21.1 — up to +15.8 composite points
Developer Ergonomics scores 28.6 — up to +14.3 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/agentlookups-ai/apis.yml: open an issue on github.com/api-evangelist/agentlookups-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 6

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

Plumbline

Checks a contractor's license by number or business name in official licensing-board records.

CounterScript

What US pharmacies pay for a drug (CMS NADAC), a fair cash-price range, FDA generic equivalents and Medicare negotiated prices.

GroundTruth

Federal environmental records near a US address, drinking-water violations by county, and address due-diligence layers.

Overassessed

Whether a Maryland property assessment is fair next to similar homes, with the appeal windows.

GroundRules

Which governments make law at a US address, and the original text of US law with its citation, source and date.

Spoon Scout

What labs, regulators and recalls have found in US packaged foods: lab results for metals and plastic chemicals, FDA recalls, additive rules, and FDA's typical levels for each k...

MCP Servers 1

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

agentlookups-ai MCP Server

Remote MCP server at contractors.agentlookups.ai.

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Agentlookups Ai Plans Pricing

0 plans

PLANS

Security Posture 2

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

Agentlookups Ai Authentication

0 schemes

SECURITY

Agentlookups Ai Domain Security

TLSv1.3

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Agentlookups Ai Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

MCPServer

MCPServer

WellKnown

WellKnown

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

TermsOfService

TermsOfService

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

Hosts

Hosts

Source (apis.yml)

aid: agentlookups-ai
name: agentlookups-ai
description: agentlookups.ai provides a suite of public‑record lookup tools for consumers and agents, offering APIs for contractor
  license verification, drug price transparency, environmental record access, and property‑assessment fairness. The platform
  hosts six services—license, drug price, environmental, property, food, and water—each exposed via a simple, unauthenticated
  MCP (Machine‑Connect‑Protocol) endpoint that returns JSON. Documentation is available at /docs/, with privacy and terms
  pages. The service is operated by TopHat Monkey Software LLC and aims to champion open data for everyday decisions.
url: https://artifacts.apis.io/agentlookups-ai/apis.yml
image: https://agentlookups.ai/favicon.svg
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-29 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-29'
modified: '2026-10-29'
tags:
- Public Records
- Consumer Tools
- API
- Data
- Beta
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: LLMsTxt
  url: llms/agentlookups-ai-llms.txt
- type: MCPServer
  url: mcp/agentlookups-ai-mcp.yml
- type: WellKnown
  url: well-known/agentlookups-ai-well-known.yml
- type: Hosts
  url: hosts/agentlookups-ai-hosts.yml
- type: DomainSecurity
  url: security/agentlookups-ai-domain-security.yml
- type: Website
  url: https://agentlookups.ai/
- type: Documentation
  url: https://agentlookups.ai/docs/
- type: APIReference
  url: https://agentlookups.ai/docs/
- type: GettingStarted
  url: https://agentlookups.ai/docs/
- type: PrivacyPolicy
  url: https://agentlookups.ai/privacy/
- type: TermsOfService
  url: https://agentlookups.ai/terms/
apis:
- name: Plumbline
  description: Checks a contractor's license by number or business name in official licensing-board records.
  humanURL: https://agentlookups.ai/docs/plumbline/
  baseURL: https://contractors.agentlookups.ai
  aid: agentlookups-ai:plumbline
- name: CounterScript
  description: What US pharmacies pay for a drug (CMS NADAC), a fair cash-price range, FDA generic equivalents and Medicare
    negotiated prices.
  humanURL: https://agentlookups.ai/docs/counterscript/
  baseURL: https://rx.agentlookups.ai
  aid: agentlookups-ai:counterscript
- name: GroundTruth
  description: Federal environmental records near a US address, drinking-water violations by county, and address due-diligence
    layers.
  humanURL: https://agentlookups.ai/docs/groundtruth/
  baseURL: https://env.agentlookups.ai
  aid: agentlookups-ai:groundtruth
- name: Overassessed
  description: Whether a Maryland property assessment is fair next to similar homes, with the appeal windows.
  humanURL: https://agentlookups.ai/docs/overassessed/
  baseURL: https://overassessed.agentlookups.ai
  aid: agentlookups-ai:overassessed
- name: GroundRules
  description: Which governments make law at a US address, and the original text of US law with its citation, source and date.
  humanURL: https://agentlookups.ai/docs/groundrules/
  baseURL: https://law.agentlookups.ai
  aid: agentlookups-ai:groundrules
- name: Spoon Scout
  description: 'What labs, regulators and recalls have found in US packaged foods: lab results for metals and plastic chemicals,
    FDA recalls, additive rules, and FDA''s typical levels for each kind of food.'
  humanURL: https://food.agentlookups.ai/
  baseURL: https://food.agentlookups.ai
  aid: agentlookups-ai:spoon-scout
x-enrichment:
  date: '2026-10-29'
  status: enriched
  artifacts_added: 30
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

agentlookups-ai API — frequently asked questions

Does agentlookups-ai have an API?

Yes. APIs.io lists 6 APIs from agentlookups-ai, including Plumbline, CounterScript and GroundTruth, and 3 more.

How do I authenticate with the agentlookups-ai API?

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

Does agentlookups-ai have an MCP server?

Yes. APIs.io lists 1 MCP server for agentlookups-ai: Remote MCP server at contractors.agentlookups.ai.

Is the agentlookups-ai API ready for AI agents?

agentlookups-ai has a Kin Score of 18.2 out of 100 (emerging) and an Agent Readiness score of 3.5 (human-only), scored by API Evangelist on 2026-10-31.

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