Agnost AI

Agnost AI is a production monitoring and product-analytics platform for teams building chat and voice AI agents. It continuously reads production agent conversations, MCP tool calls, and OpenTelemetry traces, clusters recurring intents, feature requests, frustration, and failure patterns, and catches agent failures that offline evals miss. It then turns the highest-impact patterns into reviewed fixes, including pull requests against prompts, tools, and agent harnesses. Agnost is OpenTelemetry-native, works with any LLM and framework, and ships SDKs for Python and TypeScript conversation tracking, MCP-server analytics (Python, TypeScript, Go), plus a hosted OAuth-protected MCP server for querying your dashboard from Claude Desktop, Cursor, and any MCP client. Founded in 2025 and part of Y Combinator's Summer 2026 (S26) batch.

Agnost AI publishes 14 APIs on the APIs.io network, including Alerts API, API Keys API, Auth API, and 11 more. Tagged areas include Company, AI Agents, Agent Analytics, Observability, and OpenTelemetry.

Agnost AI’s developer surface includes documentation, API reference, getting-started guide, engineering blog, support, pricing, signup flow, and 24 more developer resources.

🌐 Visit website 📡 Source on GitHub

51.0/100 developing ▬ flat Agent 55/100 agent ready Full breakdown ↓
scored 2026-07-27 · rubric v0.5

AccessSelf serve

14 APIs 2 MCP Servers

CompanyAI AgentsAgent AnalyticsObservabilityOpenTelemetryModel Context ProtocolConversational AIMonitoringDeveloper ToolsAnalytics

Kin Score

Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5

Composite quality — 51.0/100 · developing

Contract Quality 12.8 / 25

Developer Ergonomics 14.8 / 20

Commercial Clarity 10.0 / 20

Operational Transparency 3.4 / 13

Governance 0.0 / 12

Discoverability 10.0 / 10

Agent readiness — 55/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 15

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 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/agnost-ai: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 14

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

MCP Servers 2

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

Scopes 1

OAuth scopes governing access to this provider's APIs.

Agnost Ai Scopes

1 scope · authorizationCode

1 scopes

SCOPES

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 6

MCP servers, agent skills, and machine-readable catalogs

MCPServer

MCPServer

WellKnown

LLMsTxt

AgentSkill

AgentSkill

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conformance

ErrorCatalog

Lifecycle

Conventions

DataModel

Build 4

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 5

Authentication, authorization, and security posture

Compliance

Authentication

OAuthScopes

DomainSecurity

TrustCenter

Operate 3

Status, limits, changes, and where to get help

Roadmap

Roadmap

StatusPage

StatusPage

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

Company 1

The organization behind the API

Blog

Blog

Source (apis.yml)

aid: agnost-ai
name: Agnost AI
description: Agnost AI is a production monitoring and product-analytics platform for teams building chat and voice AI agents.
  It continuously reads production agent conversations, MCP tool calls, and OpenTelemetry traces, clusters recurring intents,
  feature requests, frustration, and failure patterns, and catches agent failures that offline evals miss. It then turns the
  highest-impact patterns into reviewed fixes, including pull requests against prompts, tools, and agent harnesses. Agnost
  is OpenTelemetry-native, works with any LLM and framework, and ships SDKs for Python and TypeScript conversation tracking,
  MCP-server analytics (Python, TypeScript, Go), plus a hosted OAuth-protected MCP server for querying your dashboard from
  Claude Desktop, Cursor, and any MCP client. Founded in 2025 and part of Y Combinator's Summer 2026 (S26) batch.
url: https://raw.githubusercontent.com/api-evangelist/agnost-ai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
x-tier: profiled
x-tier-reason: enrichment-pipeline
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://agnost.ai/logo.png
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- AI Agents
- Agent Analytics
- Observability
- OpenTelemetry
- Model Context Protocol
- Conversational AI
- Monitoring
- Developer Tools
- Analytics
apis:
- aid: agnost-ai:agnost-ai-alerts-api
  name: Agnost AI Alerts API
  description: Alert configuration and monitoring
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Alerts
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-alerts-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-api-keys-api
  name: Agnost AI API Keys API
  description: API key management
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - API Keys
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-api-keys-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-auth-api
  name: Agnost AI Auth API
  description: OAuth authentication callbacks
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Auth
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-auth-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-billing-api
  name: Agnost AI Billing API
  description: Stripe billing management
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Billing
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-billing-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-classification-api
  name: Agnost AI Classification API
  description: LLM-based classification operations
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Classification
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-classification-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-connections-api
  name: Agnost AI Connections API
  description: External integrations (Slack)
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Connections
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-connections-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-conversations-api
  name: Agnost AI Conversations API
  description: Conversation message and span retrieval
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Conversations
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-conversations-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-dashboard-api
  name: Agnost AI Dashboard API
  description: Analytics and metrics for the dashboard
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Dashboard
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-dashboard-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-onboarding-api
  name: Agnost AI Onboarding API
  description: First-run helpers used during organization setup
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Onboarding
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-onboarding-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-organizations-api
  name: Agnost AI Organizations API
  description: Organization management
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Organizations
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-organizations-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-sdk-api
  name: Agnost AI SDK API
  description: Event ingestion endpoints used by SDKs
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - SDK
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-sdk-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-sentiments-api
  name: Agnost AI Sentiments API
  description: Sentiment and intent analysis
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - Sentiments
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-sentiments-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-sops-api
  name: Agnost AI SOPs API
  description: Standard Operating Procedures
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - SOPs
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-sops-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
- aid: agnost-ai:agnost-ai-system-api
  name: Agnost AI System API
  description: Health checks, webhooks, internal endpoints
  humanURL: https://docs.agnost.ai
  baseURL: https://api.agnost.ai
  tags:
  - System
  properties:
  - type: OpenAPI
    url: openapi/agnost-ai-system-api-openapi.yml
  - type: Documentation
    url: https://docs.agnost.ai
  - type: APIReference
    url: https://docs.agnost.ai/openapi.yaml
  - type: ErrorCatalog
    url: https://docs.agnost.ai/errors
common:
- url: https://docs.agnost.ai
  type: DeveloperPortal
- url: https://docs.agnost.ai
  type: Documentation
- url: https://docs.agnost.ai/openapi.yaml
  type: APIReference
- url: https://docs.agnost.ai/quickstart
  type: GettingStarted
- url: https://docs.agnost.ai/sdks
  type: SDKs
- url: https://agnost.ai/blog
  type: Blog
- url: https://docs.agnost.ai/roadmap
  type: Roadmap
- url: https://github.com/agnostai
  type: GitHubOrganization
- url: https://status.agnost.ai
  type: StatusPage
- url: https://call.agnost.ai
  type: Support
- url: https://agnost.ai/
  type: Pricing
- url: https://app.agnost.ai
  type: SignUp
- url: https://agnost.ai/terms
  type: TermsOfService
- url: https://trust.agnost.ai
  type: Compliance
- url: https://mcp.agnost.ai/mcp
  type: MCPServer
  name: Agnost MCP Server
  description: Hosted, OAuth 2.1-protected MCP server (streamable-HTTP) for querying your Agnost dashboard from Claude Desktop,
    Cursor, and any MCP client.
- url: packages/agnost-ai-packages.yml
  type: Packages
- url: packages/agnost-ai-packages.yml
  type: SDKs
- url: mcp/agnost-ai-mcp.yml
  type: MCPServer
- url: well-known/agnost-ai-well-known.yml
  type: WellKnown
- url: llms/agnost-ai-llms.txt
  type: LLMsTxt
- url: authentication/agnost-ai-authentication.yml
  type: Authentication
- url: scopes/agnost-ai-scopes.yml
  type: OAuthScopes
- url: conformance/agnost-ai-conformance.yml
  type: Conformance
- url: errors/agnost-ai-problem-types.yml
  type: ErrorCatalog
- url: lifecycle/agnost-ai-lifecycle.yml
  type: Lifecycle
- url: conventions/agnost-ai-conventions.yml
  type: Conventions
- url: data-model/agnost-ai-data-model.yml
  type: DataModel
- url: security/agnost-ai-domain-security.yml
  type: DomainSecurity
- url: security/agnost-ai-trust-center.yml
  type: TrustCenter
- url: skills/agnost-ai-published.md
  type: AgentSkill
  name: Agnost AI integration skill (provider-published)
- url: skills/_index.yml
  type: AgentSkill
  name: Agnost AI agent skills
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Agnost AI

Kin Score

APIs 14

Agnost AI Alerts API

Agnost AI API Keys API

Agnost AI Auth API

Agnost AI Billing API

Agnost AI Classification API

Agnost AI Connections API

Agnost AI Conversations API

Agnost AI Dashboard API

Agnost AI Onboarding API

Agnost AI Organizations API

Agnost AI SDK API

Agnost AI Sentiments API

Agnost AI SOPs API

Agnost AI System API