Observee

Observee provides a fast‑to‑deploy Model Context Protocol (MCP) platform that lets AI agents instantly connect to over a thousand third‑party applications such as Gmail, Slack, Notion, and Jira. The service offers built‑in authentication, analytics, observability, and a unified endpoint, reducing the complexity of building and scaling AI‑agent integrations. Observee’s platform is designed for developers and enterprises seeking to accelerate AI‑driven workflows with secure, observable, and scalable MCP servers.

Observee publishes 1 API contract indexed on the APIs.io network. Tagged areas include Artificial Intelligence, MCP, Integration, Observability, and Platform.

The Observee catalog on APIs.io includes 1 event-driven AsyncAPI specification, 1 JSON-LD context, and 1 Spectral governance ruleset.

Observee’s developer surface includes getting-started guide, documentation, API reference, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

26.8/100 thin ▬ flat Agent 18/100 agent aware Heartbeat 0/100 dormant Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

1 published contract

Artificial Intelligence MCP Integration Observability Platform

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 26.8/100 · thin

Contract Quality 8.5 / 19

Developer Ergonomics 5.4 / 15

Access Clarity 0.0 / 15

Operational Transparency 1.2 / 10

Contract Governance 2.0 / 9

Discoverability 4.8 / 8

Regulatory Posture 0.7 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 18/100 · 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 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 6 / 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

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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
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) Ask about this →
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) Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →

10 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 0.0 — up to +20.0 composite points Ask about this →
Contract Quality scores 45.5 — up to +13.6 composite points Ask about this →
Developer Ergonomics scores 35.7 — up to +12.9 composite points Ask about this →

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.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

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/observee/apis.yml: open an issue on github.com/api-evangelist/observee 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)

tagged — the provider's own APIs.json carries the standard as a tag; implementation not verified

APIs 1

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

Observee MCP API

Observee provides a Model Context Protocol (MCP) API for connecting AI agents to 1000+ apps.

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Observee Webhooks

ASYNCAPI

Semantic Vocabularies 1

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

Observee Context

2 classes · 4 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

Observee API Rules

36 rules · 34 error-severity 1 warn-severity 1 info-severity

SPECTRAL

Security Posture 1

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

Observee Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

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 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 7

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

Webhooks

DataModel

ErrorCatalog

Conformance

Scroll for all 7

Build 3

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: observee
name: Observee
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: unreadable
  source:
  - security
  generated: '2026-11-13'
  method: derived
image: https://observee.ai/hero.png
description: Observee provides a fast‑to‑deploy Model Context Protocol (MCP) platform that lets AI agents instantly connect
  to over a thousand third‑party applications such as Gmail, Slack, Notion, and Jira. The service offers built‑in authentication,
  analytics, observability, and a unified endpoint, reducing the complexity of building and scaling AI‑agent integrations.
  Observee’s platform is designed for developers and enterprises seeking to accelerate AI‑driven workflows with secure, observable,
  and scalable MCP servers.
url: https://raw.githubusercontent.com/api-evangelist/observee/refs/heads/main/apis.yml
x-type: company
x-source: harvest:g2-catalog
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-18 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-18'
modified: '2026-10-18'
tags:
- Artificial Intelligence
- MCP
- Integration
- Observability
- Platform
tags_raw:
- AI
- MCP
- Integration
- Observability
- Platform
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/observee-rules.yml
- type: JSONLD
  url: json-ld/observee-context.jsonld
- type: Vocabulary
  url: vocabulary/observee-vocabulary.yml
- type: Webhooks
  url: asyncapi/observee-webhooks.yml
- type: DataModel
  url: data-model/observee-data-model.yml
- type: ErrorCatalog
  url: errors/observee-problem-types.yml
- type: Conformance
  url: conformance/observee-conformance.yml
- type: LLMsTxt
  url: llms/observee-llms.txt
- type: AgentCard
  url: a2a/observee-a2a.yml
- type: WellKnown
  url: well-known/observee-well-known.yml
- type: Hosts
  url: hosts/observee-hosts.yml
- type: Vendors
  url: vendors/observee-vendors.yml
- type: SDKs
  url: packages/observee-packages.yml
- type: Packages
  url: packages/observee-packages.yml
- type: GitHubOrganization
  url: https://github.com/observee-ai
- type: GettingStarted
  url: https://docs.observee.ai/mcpaiagents
- type: Documentation
  url: https://docs.observee.ai/
- type: APIReference
  url: https://docs.observee.ai/llms.txt
- type: DomainSecurity
  url: security/observee-domain-security.yml
- type: Website
  url: https://observee.ai/
apis:
- name: Observee MCP API
  description: Observee provides a Model Context Protocol (MCP) API for connecting AI agents to 1000+ apps.
  humanURL: https://docs.observee.ai
  aid: observee:observee-mcp-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: OpenAPI spec at https://docs.observee.ai/api-reference/openapi.json describes a sandbox Mintlify server unrelated
    to Observee, so no valid contract was found.
  evidence:
  - url: https://docs.observee.ai/api-reference/openapi.json
    status: 200
  checked: '2026-10-18'
x-enrichment:
  date: '2026-10-18'
  status: enriched
  artifacts_added: 26
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Observee API — frequently asked questions

Does Observee have an API?

Yes. APIs.io lists 1 API from Observee, including Observee MCP API.

Is the Observee API ready for AI agents?

Observee has a Kin Score of 26.8 out of 100 (thin) and an Agent Readiness score of 18.0 (agent-aware), scored by API Evangelist on 2026-11-13.

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

Tools for providers

9 MCP tools reach this

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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