Gumloop

Gumloop is an AI-agent automation platform for building, deploying, and governing agents that automate real work — data analysis, customer support, CRM management, and back-office tasks — across tools like Slack, Microsoft Teams, and Gmail. Its public REST API (https://api.gumloop.com/api/v1) exposes 49 operations spanning flow execution, agents and sessions, an OpenAI-compatible chat/completions endpoint, Company Brain search, agent skills, artifacts, MCP server management, evaluations, file handling, teams, and organization administration. Gumloop ships first-party Python and JavaScript SDKs, a `gumloop` CLI, a hosted MCP server for Claude/Cursor/ VS Code, OAuth 2.0 with PKCE, webhook/schedule/event triggers, and enterprise controls (SSO/SAML/SCIM, audit logging, app policies).

Gumloop publishes 14 APIs on the APIs.io network, including Agents API, Artifacts API, Brain API, and 11 more. Tagged areas include Company, Artificial Intelligence, AI Agents, Automation, and Workflow-Automation.

The Gumloop catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Gumloop’s developer surface includes documentation, API reference, getting-started guide, authentication, CLI, changelog, engineering blog, and 25 more developer resources.

🌐 Visit website 📡 Source on GitHub

52.7/100 developing ▬ flat Agent 47/100 agent ready saas Full breakdown ↓
scored 2026-08-30 · rubric v0.17.2

AccessSelf serve

1 APIs 1 MCP Servers

Company Artificial Intelligence AI Agents Automation Workflow-Automation Agent Platform MCP LLM No-Code Developer Tools

Kin Score

Kin Score How this is scored →
scored 2026-08-30 · rubric v0.17.2

Composite quality — 52.7/100 · developing

Contract Quality 15.9 / 25

Developer Ergonomics 14.6 / 20

Access Clarity 8.9 / 20

Operational Transparency 5.1 / 13

Contract Governance 0.5 / 12

Discoverability 7.6 / 10

Agent readiness — 47/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 6 / 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 Surface 0 / 5

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/gumloop: 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.

Open Collections 15

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

MCP Servers 1

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

Scopes 1

OAuth scopes governing access to this provider's APIs.

Gumloop Scopes

5 scopes · authorizationCode

5 scopes

SCOPES

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Gumloop Agentic Access

49 operations · 24 acting · 5 human-in-the-loop

49 operations · 24 acting

AGENTIC

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 5

MCP servers, agent skills, and machine-readable catalogs

MCPServer

AgentSkill

WellKnown

LLMsTxt

AgenticAccess

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

DataModel

Conformance

Lifecycle

Webhooks

Build 3

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

CLI

CLI

Access & Security 4

Authentication, authorization, and security posture

Authentication

OAuthScopes

TrustCenter

DomainSecurity

Operate 3

Status, limits, changes, and where to get help

StatusPage

StatusPage

ChangeLog

ChangeLog

Support

Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: gumloop
name: Gumloop
description: Gumloop is an AI-agent automation platform for building, deploying, and governing agents that automate real work
  — data analysis, customer support, CRM management, and back-office tasks — across tools like Slack, Microsoft Teams, and
  Gmail. Its public REST API (https://api.gumloop.com/api/v1) exposes 49 operations spanning flow execution, agents and sessions,
  an OpenAI-compatible chat/completions endpoint, Company Brain search, agent skills, artifacts, MCP server management, evaluations,
  file handling, teams, and organization administration. Gumloop ships first-party Python and JavaScript SDKs, a `gumloop`
  CLI, a hosted MCP server for Claude/Cursor/ VS Code, OAuth 2.0 with PKCE, webhook/schedule/event triggers, and enterprise
  controls (SSO/SAML/SCIM, audit logging, app policies).
url: https://raw.githubusercontent.com/api-evangelist/gumloop/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
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://gumloop.com/images/link-preview.webp
x-type: company
x-source: benchmark-portfolio
x-tier: enriched
x-tier-reason: enrichment-pipeline
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Artificial Intelligence
- AI Agents
- Automation
- Workflow-Automation
- Agent Platform
- MCP
- LLM
- No-Code
- Developer Tools
tags_raw:
- Company
- Artificial Intelligence
- AI Agents
- Automation
- Workflow Automation
- Agent Platform
- MCP
- LLM
- No-Code
- Developer Tools
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- aid: gumloop:gumloop-agents-api
  name: Gumloop Agents API
  description: The Agents API from Gumloop — 5 operation(s) for agents.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Agents
  properties:
  - type: OpenAPI
    url: openapi/gumloop-agents-api-openapi.yml
- aid: gumloop:gumloop-artifacts-api
  name: Gumloop Artifacts API
  description: The Artifacts API from Gumloop — 2 operation(s) for artifacts.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Artifacts
  properties:
  - type: OpenAPI
    url: openapi/gumloop-artifacts-api-openapi.yml
- aid: gumloop:gumloop-brain-api
  name: Gumloop Brain API
  description: The Brain API from Gumloop — 1 operation(s) for brain.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Brain
  properties:
  - type: OpenAPI
    url: openapi/gumloop-brain-api-openapi.yml
- aid: gumloop:gumloop-chat-completions-api
  name: Gumloop Chat completions API
  description: The Chat completions API from Gumloop — 1 operation(s) for chat completions.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Chat completions
  tags_raw:
  - Chat completions
  properties:
  - type: OpenAPI
    url: openapi/gumloop-chat-completions-api-openapi.yml
- aid: gumloop:gumloop-data-access-api
  name: Gumloop Data Access API
  description: The Data Access API from Gumloop — 5 operation(s) for data access.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Data Access
  properties:
  - type: OpenAPI
    url: openapi/gumloop-data-access-api-openapi.yml
- aid: gumloop:gumloop-evaluations-api
  name: Gumloop Evaluations API
  description: The Evaluations API from Gumloop — 4 operation(s) for evaluations.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Evaluations
  properties:
  - type: OpenAPI
    url: openapi/gumloop-evaluations-api-openapi.yml
- aid: gumloop:gumloop-execution-api
  name: Gumloop Execution API
  description: The Execution API from Gumloop — 2 operation(s) for execution.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Execution
  properties:
  - type: OpenAPI
    url: openapi/gumloop-execution-api-openapi.yml
- aid: gumloop:gumloop-file-handling-api
  name: Gumloop File Handling API
  description: The File Handling API from Gumloop — 4 operation(s) for file handling.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - File Handling
  properties:
  - type: OpenAPI
    url: openapi/gumloop-file-handling-api-openapi.yml
- aid: gumloop:gumloop-mcp-api
  name: Gumloop MCP API
  description: The MCP API from Gumloop — 4 operation(s) for mcp.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - MCP
  properties:
  - type: OpenAPI
    url: openapi/gumloop-mcp-api-openapi.yml
- aid: gumloop:gumloop-models-api
  name: Gumloop Models API
  description: The Models API from Gumloop — 1 operation(s) for models.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Models
  properties:
  - type: OpenAPI
    url: openapi/gumloop-models-api-openapi.yml
- aid: gumloop:gumloop-organization-api
  name: Gumloop Organization API
  description: The Organization API from Gumloop — 5 operation(s) for organization.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Organization
  properties:
  - type: OpenAPI
    url: openapi/gumloop-organization-api-openapi.yml
- aid: gumloop:gumloop-sessions-api
  name: Gumloop Sessions API
  description: The Sessions API from Gumloop — 4 operation(s) for sessions.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Sessions
  properties:
  - type: OpenAPI
    url: openapi/gumloop-sessions-api-openapi.yml
- aid: gumloop:gumloop-skills-api
  name: Gumloop Skills API
  description: The Skills API from Gumloop — 3 operation(s) for skills.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Skills
  properties:
  - type: OpenAPI
    url: openapi/gumloop-skills-api-openapi.yml
- aid: gumloop:gumloop-teams-api
  name: Gumloop Teams API
  description: The Teams API from Gumloop — 1 operation(s) for teams.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  tags:
  - Team
  tags_raw:
  - Teams
  properties:
  - type: OpenAPI
    url: openapi/gumloop-teams-api-openapi.yml
common:
- type: Overlay
  url: overlays/gumloop-openapi-overlay.yaml
- type: DeveloperPortal
  url: https://docs.gumloop.com
- type: Documentation
  url: https://docs.gumloop.com/getting-started/introduction
- type: APIReference
  url: https://docs.gumloop.com/api-reference/getting-started
- type: GettingStarted
  url: https://docs.gumloop.com/api-reference/getting-started
- type: Authentication
  url: authentication/gumloop-authentication.yml
- type: OAuthScopes
  url: scopes/gumloop-scopes.yml
- type: Packages
  url: packages/gumloop-packages.yml
- type: SDKs
  url: packages/gumloop-packages.yml
- type: CLI
  url: cli/gumloop-cli.yml
- type: MCPServer
  url: mcp/gumloop-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: WellKnown
  url: well-known/gumloop-well-known.yml
- type: LLMsTxt
  url: llms/gumloop-llms.txt
- type: Conventions
  url: conventions/gumloop-conventions.yml
- type: ErrorCatalog
  url: errors/gumloop-problem-types.yml
- type: DataModel
  url: data-model/gumloop-data-model.yml
- type: Conformance
  url: conformance/gumloop-conformance.yml
- type: Lifecycle
  url: lifecycle/gumloop-lifecycle.yml
- type: StatusPage
  url: https://status.gumloop.com
- type: ChangeLog
  url: changelog/gumloop-changelog.yml
- type: Webhooks
  url: asyncapi/gumloop-webhooks.yml
- type: TrustCenter
  url: https://trust.gumloop.com
- type: DomainSecurity
  url: security/gumloop-domain-security.yml
- type: AgenticAccess
  url: agentic-access/gumloop-agentic-access.yml
- type: Blog
  url: https://gumloop.com/blog
- type: Pricing
  url: https://gumloop.com/pricing
- type: SignUp
  url: https://www.gumloop.com
- type: Support
  url: mailto:support@gumloop.com
- type: TermsOfService
  url: https://gumloop.com/tos
- type: PrivacyPolicy
  url: https://gumloop.com/privacy-policy
- type: Website
  url: https://www.gumloop.com

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