Dibri

Dibri (styled DIBRI), operated by Exhort Technologies LLC, a Wisconsin limited liability company, offers verified knowledge for AI agents: a source of truth an AI support agent checks before it answers. Answers are built only from documents the organization approved, returned with sources and a 0-100 confidence score, or as a clear refusal the agent can hand to a human. It is delivered through a REST API (POST /api/v1/agent/query with an agent bearer token) and an MCP server, plus a website widget, hosted agent pages and a team app, with 100 free answers a month.

Dibri is listed with 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, AI Agents, Knowledge Base, and RAG.

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

Dibri’s developer surface includes authentication, documentation, API reference, getting-started guide, pricing, support, signup flow, and 24 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

45.4/100 developing Agent 27/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

1 API 1 MCP Servers 2 Agent Skills

Company Artificial Intelligence AI Agents Knowledge Base RAG Customer Service MCP REST API

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 45.4/100 · developing

Contract Quality 4.0 / 21

Developer Ergonomics 9.6 / 17

Access Clarity 13.0 / 17

Operational Transparency 3.5 / 11

Contract Governance 2.2 / 10

Discoverability 5.2 / 9

Regulatory Posture 3.4 / 15

Agent readiness — 27/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 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 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/.

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

Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
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
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
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)

7 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 19.0 — up to +20.3 composite points
Contract Governance scores 22.0 — up to +9.4 composite points
Operational Transparency scores 31.6 — up to +8.9 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/dibri-ai/apis.yml: open an issue on github.com/api-evangelist/dibri-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 →

Standards implemented 1

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.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

APIs 1

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

Dibri API

Dibri REST API: POST /api/v1/agent/query sends one question with an agent bearer token and returns an answer built only from the vault's approved documents, with sources, a 0-10...

MCP Servers 1

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

Dibri MCP server

Dibri's official remote MCP server (Streamable HTTP) at https://dibri.ai/mcp. With an agent token it offers one tool, `ask`, which returns an answer built only from the vault's ...

MCP SERVER

Agent Skills 2

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

dibri-ai-ask-a-verified-question

AGENT SKILL

dibri-ai-review-knowledge-gaps

AGENT SKILL

Dibri API pricing

Prices published by Dibri.

Plan	Price
Free	$0/ month
Builder	$29/ month
Growth	$99/ month
Scale	$299/ month
Enterprise	Contact us

Plan details, limits and sources →

Rate limits

Free monthly answers: 100 answers / month
Builder monthly answers: 1,000 answers / month
Growth monthly answers: 5,000 answers / month

All 4 limits →

Pricing Plans 1

Published pricing tiers and plan structures.

Dibri Ai Plans Pricing

5 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Dibri Ai Rate Limits

4 limits

RATE LIMITS

Semantic Vocabularies 1

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

Dibri Ai Context

1 classes · 1 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Dibri API Rules

41 rules · 39 errors 1 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Dibri Ai Dibri Ai Openapi Generated Overlay

6 actions · documentation · dibri-ai-openapi-generated.yml

DERIVED

JSON Schema 1

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

PostApiV1AgentQueryRequest

1 properties

JSON SCHEMA

Security Posture 2

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

Dibri Ai Authentication

2 schemes

SECURITY

Dibri Ai Domain Security

TLSv1.3

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 3

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Guide

Guide

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgentSkill

AgentSkill

MCPServer

MCPServer

Design & Contract 9

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Components

Conventions

Lifecycle

ErrorCatalog

Conformance

Scroll for all 9

Build 2

SDKs, sample code, and the tooling you integrate with

ToolCrosswalk

ToolCrosswalk

IntegrationEdges

IntegrationEdges

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 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Overlay

Overlay

Hosts

Hosts

Source (apis.yml)

aid: dibri-ai
name: Dibri
description: 'Dibri (styled DIBRI), operated by Exhort Technologies LLC, a Wisconsin limited liability company, offers verified
  knowledge for AI agents: a source of truth an AI support agent checks before it answers. Answers are built only from documents
  the organization approved, returned with sources and a 0-100 confidence score, or as a clear refusal the agent can hand
  to a human. It is delivered through a REST API (POST /api/v1/agent/query with an agent bearer token) and an MCP server,
  plus a website widget, hosted agent pages and a team app, with 100 free answers a month.'
url: https://artifacts.apis.io/dibri-ai/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-05 (modular-v1; was harvest)
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: high
  probe_state: covered
  source:
  - plans
  - authentication
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.20'
created: '2026-11-05'
modified: '2026-11-05'
tags:
- Company
- Artificial Intelligence
- AI Agents
- Knowledge Base
- RAG
- Customer Service
- MCP
- REST API
tags_raw:
- Company
- Artificial Intelligence
- AI Agents
- Knowledge Base
- Retrieval Augmented Generation
- Customer Support
- MCP
- REST API
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: RateLimits
  url: rate-limits/dibri-ai-rate-limits.yml
- type: Plans
  url: plans/dibri-ai-plans-pricing.yml
- type: Spectral
  url: rules/dibri-ai-rules.yml
- type: JSONLD
  url: json-ld/dibri-ai-context.jsonld
- type: Vocabulary
  url: vocabulary/dibri-ai-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/dibri-ai-data-model.yml
- type: Components
  url: components/dibri-ai-components.yml
- type: Conventions
  url: conventions/dibri-ai-conventions.yml
- type: Authentication
  url: authentication/dibri-ai-authentication.yml
- type: Lifecycle
  url: lifecycle/dibri-ai-lifecycle.yml
- type: ErrorCatalog
  url: errors/dibri-ai-problem-types.yml
- type: Conformance
  url: conformance/dibri-ai-conformance.yml
- type: Overlay
  url: overlays/dibri-ai-dibri-ai-openapi-generated-overlay.yaml
- type: ToolCrosswalk
  url: mcp/dibri-ai-tool-crosswalk.yml
- type: MCPServer
  url: mcp/dibri-ai-mcp.yml
- type: Hosts
  url: hosts/dibri-ai-hosts.yml
- type: IntegrationEdges
  url: integrations/dibri-ai-integration-edges.yml
- type: DomainSecurity
  url: security/dibri-ai-domain-security.yml
- type: Website
  url: https://dibri.ai/
- type: DeveloperPortal
  url: https://dibri.ai/developers
- type: Documentation
  url: https://dibri.ai/developers
- type: APIReference
  url: https://dibri.ai/developers#rest-api
- type: GettingStarted
  url: https://dibri.ai/developers#quickstart
- type: Guide
  url: https://dibri.ai/guide
- type: Pricing
  url: https://dibri.ai/pricing
- type: Support
  url: https://dibri.ai/contact-sales
- type: SignUp
  url: https://dibri.ai/register
- type: Login
  url: https://dibri.ai/login
- type: TermsOfService
  url: https://dibri.ai/terms
- type: PrivacyPolicy
  url: https://dibri.ai/privacy
apis:
- aid: dibri-ai:dibri-ai-api
  name: Dibri API
  description: 'Dibri REST API: POST /api/v1/agent/query sends one question with an agent bearer token and returns an answer
    built only from the vault''s approved documents, with sources, a 0-100 confidence score, or a refusal (blocked=true);
    read-only trust-data endpoints under /api/v1/analytics use an analytics key (dbk_). Dibri publishes no machine-readable
    contract; the OpenAPI here (3 operations) was generated from https://dibri.ai/developers by API Evangelist on 2026-11-05.
    The same capability is served by a remote MCP server at https://dibri.ai/mcp (Streamable HTTP, tool ask).'
  humanURL: https://dibri.ai/developers
  baseURL: https://dibri.ai/api/v1
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/dibri-ai-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/dibri-ai-post-api-v1-agent-query-request-schema.json
x-coverage:
  state: covered
  reason: identity-verified
  detail: Name, legal entity and description read from dibri.ai (title "Dibri — Verified knowledge for AI agents"; masthead
    "DIBRI BY EXHORT TECHNOLOGIES"; Terms name Exhort Technologies LLC). No og:image or favicon published (favicon.ico 404),
    so image left absent. /blog, /docs, /support, /llms.txt return 404 and were not added.
  evidence:
  - url: https://dibri.ai/
    status: 200
  - url: https://dibri.ai/developers
    status: 200
  - url: https://dibri.ai/guide
    status: 200
  - url: https://dibri.ai/pricing
    status: 200
  - url: https://dibri.ai/contact-sales
    status: 200
  - url: https://dibri.ai/terms
    status: 200
  - url: https://dibri.ai/privacy
    status: 200
  - url: https://dibri.ai/favicon.ico
    status: 404
  - url: https://dibri.ai/blog
    status: 404
  - url: https://dibri.ai/docs
    status: 404
x-enrichment:
  date: '2026-11-05'
  status: enriched
  artifacts_added: 29
  pass: modular-v1
  engine: identity=anthropic,contract=anthropic,surfaces=anthropic,docs=anthropic,regulatory=anthropic

Dibri API — frequently asked questions

Does Dibri have an API?

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

Is there an OpenAPI specification for the Dibri API?

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

How do I authenticate with the Dibri API?

Dibri uses bearer-token authentication (2 schemes). The details are profiled on APIs.io as Dibri Ai Authentication.

How much does the Dibri API cost?

Dibri publishes its prices; its Free plan is $0/ month as of 2026-11-05. APIs.io lists 5 pricing plans for Dibri, with each plan's price, limits and inclusions under Pricing on this page.

Does Dibri have an MCP server?

Yes. APIs.io lists 1 MCP server for Dibri: Dibri's official remote MCP server (Streamable HTTP) at https://dibri.ai/mcp. With an agent token it offers one tool, `ask`, which returns an answer built only from the vault's approved documents, wit

Is the Dibri API ready for AI agents?

Dibri has a Kin Score of 45.4 out of 100 (developing) and an Agent Readiness score of 26.8 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

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Tools for providers

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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.

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