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).
Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.
API Evangelist profiles Gumloop the way a machine reads it — 21 machine-readable artifacts across 14 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Gumloop scores 58.4/100 (developing), with a separate agent-readiness read of 75/100 (agent native). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Gumloop
Each block below is one kind of artifact we hold for Gumloop. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 14
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
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 within the panel for all 14 ·
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
Model Context Protocol servers that expose these APIs to AI agents.
gumloop-mcp.yml
MCP SERVEREvent Specifications 1
Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.
AsyncAPI definitions for this provider's event-driven and streaming APIs.
Gumloop Webhooks
ASYNCAPISecurity Posture 3
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Scopes 1
OAuth scopes are the vocabulary of least-privilege access. Profiling them shows exactly what an integration — or an agent acting on a user's behalf — is allowed to do.
OAuth scopes governing access to this provider's APIs.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for Gumloop — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 3
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 5
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 6
Pagination, idempotency, versioning, errors, and events
Build 3
SDKs, sample code, and the tooling you integrate with
Access & Security 4
Authentication, authorization, and security posture
Operate 3
Status, limits, changes, and where to get help
Commercial 3
Pricing, plans, and the legal terms of use
Company 2
The organization behind the API
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