Gumloop website screenshot

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 24 more developer resources.

🌐 Visit website 📡 Source on GitHub
59.2/100 strong ▬ flat Agent 58/100 agent ready Full breakdown ↓
scored 2026-08-10 · rubric v0.9.1
AccessSelf serve
14 APIs 1 MCP Servers
CompanyArtificial IntelligenceAI AgentsAutomationWorkflow AutomationAgent PlatformMCPLLMNo-CodeDeveloper Tools

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-10 · rubric v0.9.1
Composite quality — 59.2/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 15.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.1 / 13
Governance 1.4 / 12
Discoverability 9.3 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
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 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
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.

Gumloop Agents API

The Agents API from Gumloop — 5 operation(s) for agents.

Gumloop Artifacts API

The Artifacts API from Gumloop — 2 operation(s) for artifacts.

Gumloop Brain API

The Brain API from Gumloop — 1 operation(s) for brain.

Gumloop Chat completions API

The Chat completions API from Gumloop — 1 operation(s) for chat completions.

Gumloop Data Access API

The Data Access API from Gumloop — 5 operation(s) for data access.

Gumloop Evaluations API

The Evaluations API from Gumloop — 4 operation(s) for evaluations.

Gumloop Execution API

The Execution API from Gumloop — 2 operation(s) for execution.

Gumloop File Handling API

The File Handling API from Gumloop — 4 operation(s) for file handling.

Gumloop MCP API

The MCP API from Gumloop — 4 operation(s) for mcp.

Gumloop Models API

The Models API from Gumloop — 1 operation(s) for models.

Gumloop Organization API

The Organization API from Gumloop — 5 operation(s) for organization.

Gumloop Sessions API

The Sessions API from Gumloop — 4 operation(s) for sessions.

Gumloop Skills API

The Skills API from Gumloop — 3 operation(s) for skills.

Gumloop Teams API

The Teams API from Gumloop — 1 operation(s) for teams.

Scroll for all 14

MCP Servers 1

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

gumloop-mcp.yml

MCP SERVER

Event Specifications 1

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

Gumloop Webhooks

ASYNCAPI

Security Posture 3

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

Gumloop Authentication

http · 1 scheme

SECURITY

Gumloop Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Gumloop Trust Center

trust center published

SECURITY

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
MCPServer
 AgentSkill
AgentSkill
 WellKnown
WellKnown
 LLMsTxt
LLMsTxt
 AgenticAccess
AgenticAccess

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Conventions
Conventions
 ErrorCatalog
ErrorCatalog
 DataModel
DataModel
 Conformance
Conformance
 Lifecycle
Lifecycle
 Webhooks
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
Authentication
 OAuthScopes
OAuthScopes
 TrustCenter
TrustCenter
 DomainSecurity
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

Source (apis.yml)

apis.yml Raw ↑ 
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
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: '0.20'
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
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
  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:
  - Teams
  properties:
  - type: OpenAPI
    url: openapi/gumloop-teams-api-openapi.yml
common:
- 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