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 1 API on the APIs.io network: Public API. 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
51.4/100 developing Agent 75/100 agent native Full breakdown ↓
scored 2026-07-20 · rubric v0.4
1 APIs 1 MCP Servers 0 Features
CompanyArtificial IntelligenceAI AgentsAutomationWorkflow AutomationAgent PlatformMCPLLMNo-CodeDeveloper Tools

API Rating

API Evangelist API Evangelist Rating How this is scored →
scored 2026-07-20 · rubric v0.4
Composite quality — 51.4/100 · developing
Contract Quality 10.4 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 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 6 / 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/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

Gumloop Public API

The Gumloop Public API triggers and manages flow runs, agents and sessions, an OpenAI-compatible chat/completions endpoint, Company Brain search, skills, artifacts, MCP servers,...

MCP Servers

gumloop-mcp.yml

MCP SERVER

Event Specifications

Gumloop Webhooks

ASYNCAPI

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
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:
- name: Gumloop Public API
  description: The Gumloop Public API triggers and manages flow runs, agents and sessions, an OpenAI-compatible chat/completions
    endpoint, Company Brain search, skills, artifacts, MCP servers, evaluations, files, teams, and organization admin.
  humanURL: https://docs.gumloop.com/api-reference/getting-started
  baseURL: https://api.gumloop.com/api/v1
  properties:
  - type: OpenAPI
    url: openapi/gumloop-openapi-original.yml
  - type: Overlay
    url: overlays/gumloop-openapi-overlay.yaml
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