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 API contracts indexed 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 27 more developer resources.

🌐 Visit website📡 Profile data on GitHub
60.4/100 strong ▬ flat Agent 41/100 agent ready Front door AI 5/6 prominent saas Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →
1 published contract 1 MCP Servers 3 Agent Skills
CompanyArtificial IntelligenceAI AgentsAutomationWorkflow AutomationAgent PlatformMCPLLMNo-CodeDeveloper Tools

What this lets a business do 3

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

AI Model Services
AE-110
Chat Completions
POST /chat/completions
Agent Infrastructure & Agentic Commerce
AE-100
Evaluations
GET /agents/{agent_id}/evaluations GET /agents/{agent_id}/evaluations/metrics
Information & Data Management
BC-610
Agents
POST /agents PATCH /agents/{agent_id} PATCH /agents/{agent_id}/skills PUT /agents/{agent_id}/mcp-servers/{server_id}

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 60.4/100 · strong
Contract Quality 12.0 / 21
Developer Ergonomics 12.4 / 17
Access Clarity 13.9 / 17
Operational Transparency 4.4 / 11
Contract Governance 0.5 / 10
Discoverability 5.5 / 9
Regulatory Posture 5.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
Documented Reversibility 0 / 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 5 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3 / 3
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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.
The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
Show this score on your site. Kin Score badge preview for Gumloop It updates itself when the score changes. Paste this where you link to your API docs: 
<a href="https://apis.io/providers/gumloop/"><img src="https://apis.io/badge/gumloop/card.svg" alt="Gumloop on APIs.io — Kin Score by API Evangelist"></a>
Other styles, a README pill and a shields.io endpoint are on the badge page.
Raise your score.
Agent readiness — checks not met, largest first (exact, from this profile):
  • 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)
  • A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
  • Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
  • Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
  • Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
  • Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too
4 more unmet checks in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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.
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/gumloop/apis.yml: open an issue on github.com/api-evangelist/gumloop 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

MarketPositionDepthRegistered MCP serverDeclares compatibility
Workflow Automation (iPaaS bridges) builds-on 17.2 (thin) - 1
Intercom App Store (customer-support, chat and messaging integrations) builds-on 17.2 (thin) - 1

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

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

Open Collections 14

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

Public Agents API

OPEN COLLECTION

Public Agents Artifacts API

OPEN COLLECTION

Public Agents Brain API

OPEN COLLECTION

Public Agents Chat completions API

OPEN COLLECTION

Public Agents Data Access API

OPEN COLLECTION

Public Agents Evaluations API

OPEN COLLECTION

Public Agents Execution API

OPEN COLLECTION

Public Agents File Handling API

OPEN COLLECTION

Public Agents MCP API

OPEN COLLECTION

Public Agents Models API

OPEN COLLECTION

Public Agents Organization API

OPEN COLLECTION

Public Agents Sessions API

OPEN COLLECTION

Public Agents Skills API

OPEN COLLECTION

Public Agents Teams API

OPEN COLLECTION

Scroll for all 14

MCP Servers 1

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

Gumloop MCP Server

Remote MCP server at mcp.gumloop.com over SSE.

MCP SERVER

Agent Skills 3

Packaged agent skills for driving this provider's APIs from an AI assistant.

Create a Gumloop agent and run a session

AGENT SKILL

Discover and call MCP tools through Gumloop

AGENT SKILL

Run a Gumloop flow and collect its output

AGENT SKILL

Pricing Plans 2

Published pricing tiers and plan structures.

Gumloop Plans Pricing

2 plans

PLANS

Gumloop Price Estimates

0 plans

PLANS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Gumloop Finops

FINOPS

Event Specifications 1

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

Gumloop Webhooks

ASYNCAPI

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Gumloop Openapi Overlay

3 actions · documentation · gumloop-openapi-original.yml

DERIVED

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 · 23 acting · 5 human-in-the-loop

49 operations · 23 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 4

Pricing, plans, and the legal terms of use

Plans
Plans
 Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 2

The organization behind the API

Blog
Blog
 Website
Website

Other 2

Properties that don't map to a standard resource type

CapabilityMap
CapabilityMap
 Overlay
Overlay

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
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: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - scopes
  - security
  generated: '2026-09-03'
  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'
x-docs-platform: mintlify
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-10-03
x-docs-hosting: vercel
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
- Workflow-Automation
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:
  - Evaluation
  tags_raw:
  - 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: Plans
  url: plans/gumloop-plans-pricing.yml
- type: CapabilityMap
  url: capabilities/gumloop-capability-edges.yml
  name: Gumloop Business Capability Map
- 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

Gumloop API — frequently asked questions

Does Gumloop have an API?

Yes. APIs.io lists 14 APIs from Gumloop, including Gumloop Agents API, Gumloop Artifacts API and Gumloop Brain API, and 11 more.

Is there an OpenAPI specification for the Gumloop API?

Yes. APIs.io indexes 14 OpenAPI specifications for Gumloop, each linked for download from this page.

How do I authenticate with the Gumloop API?

Gumloop documents its authentication (http · 1 scheme). The details are profiled on APIs.io as Gumloop Authentication.

How much does the Gumloop API cost?

APIs.io lists 2 pricing plans for Gumloop, with each plan's price, limits and inclusions under Pricing Plans on this page.

Does Gumloop have an MCP server?

Yes. APIs.io lists 1 MCP server for Gumloop: Remote MCP server at mcp.gumloop.com over SSE.

Is the Gumloop API ready for AI agents?

Gumloop has a Kin Score of 60.4 out of 100 (strong) and an Agent Readiness score of 40.5 (agent-ready), scored by API Evangelist on 2026-10-31.

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