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Gumloop

Multiplayer AI agent builder: teams build agents over their apps while IT keeps governance and spend control.

Gumloop is a hosted platform where non-technical and technical teams build AI agents that read and write their company's apps through 100+ MCP connectors, triggers and skills. Agents run on 35+ models and produce artifacts such as dashboards, documents and live web apps.

What we checked

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Facts checked
32 factsFrom 27 sources
AI answers
Named in 9 of 150Our October check

How we checkEditorial policy

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AI Agent Pricing Index, October 2026

Price in Agent platforms

$37a month

Pricier than 13 of the other 21 agents with a monthly price.

Price checked 30 September 2026.

What we checked on Gumloop

YesPartlyNo

What it doesYes

Writes code

Agents generate and execute Python and shell code in a per-conversation cloud sandbox that is on by default, and can ship code as a shareable artifact.

Give an agent a prompt and Gumloop agents can write, execute, and iterate on their code in a sandboxed environment.

gumloop.com/vs/n8nChecked

What it doesPartly

Reviews code

Through the GitHub connector an agent can open a pull request's changed files and inline review comments and post its own comment, but there is no dedicated review product or verdict workflow.

List inline review comments on a PR (code-level comments on specific lines/files)

docs.gumloop.com/nodes/mcp/githubChecked

What it doesPartly

Ships it

Gumloop builds and deploys custom MCP servers straight from a GitHub repository on every push to main, but that ships the connector code, not the buyer's own applications.

You write the code in a GitHub repository, and Gumloop handles building, deploying, monitoring, and routing requests to your server.

docs.gumloop.com/enterprise-features/ho…Checked

What it doesNo

Done-for-you service

Gumloop sells self-serve software your own team builds on; the only people-led option is an optional embedded expert on Enterprise, not a done-for-you build service.

Embedded Gumloop Expert

gumloop.com/pricingChecked

How much it does unattendedYes

Runs autonomously

Plain-English triggers let agents monitor apps or the web and act with no human in the loop; scheduled and webhook triggers run unattended.

Tell Gumloop in plain English what to watch for on the web or across any combination of apps, and it'll monitor and take action automatically.

gumloop.com/products/agentsChecked

How much it does unattendedYes

Multi-agent

Multiple agents can be orchestrated inside deterministic workflows and an agent can delegate to subagents, so coordination is a first-class feature.

Orchestrate complex processes with multiple agents inside deterministic workflows. Agents can even call on subagents.

gumloop.com/products/agentsChecked

How much it does unattendedYes

Agent permissions

Per-connector approval modes range from always-allow to never-allow, with a read-free write-gated middle setting and per-tool custom rules.

"Ask for writes/deletes" is a great default for most apps. It lets your agent gather information freely while keeping you in the loop for any changes.

docs.gumloop.com/core-concepts/human_in…Checked

Which models it runs onYes

Claude

Anthropic is a first-class provider in the model picker and the docs list nine Claude models served directly by Anthropic.

To pick a specific model instead, search by name or browse by provider: Anthropic, OpenAI, Google, DeepSeek, MiniMax, Z.ai, and more.

docs.gumloop.com/core-concepts/ai_modelsChecked

Which models it runs onYes

GPT

OpenAI is a listed provider and the available-models table carries several GPT entries served through OpenAI directly.

On the page: Choosing a model section, provider list

docs.gumloop.com/core-concepts/ai_modelsChecked

Which models it runs onYes

Open models

Open-weight families are runnable as hosted agents, but always through Gumloop's US-based inference providers rather than weights you host yourself.

All open-source models (such as GPT-OSS 120B, LLaMA, DeepSeek, Qwen, Kimi, MiniMax, and GLM) are accessed through US-based providers under Zero Data…

docs.gumloop.com/core-concepts/ai_modelsChecked

Which models it runs onYes

Model choice

The buyer picks the model per agent from 35+ options on both plans, can swap freely, and Enterprise admins can restrict the allowed set.

You choose which models and providers your agents use, and you can bring your own keys (BYOK) so calls run through your own provider accounts.

gumloop.com/solutions/securityChecked

Where you use itPartly

In your editor

There is no Gumloop IDE extension; instead its remote MCP server is documented for Cursor, VS Code and Windsurf, so the editor drives Gumloop agents rather than Gumloop living in the editor.

Connect to the Gumloop MCP server from Claude, Cursor, VS Code, and other MCP-compatible clients.

docs.gumloop.com/mcp-server/overviewChecked

Where you use itYes

On the command line

A first-party CLI runs agents, calls MCP tools, searches Company Brain and manages skills and artifacts from the terminal, and is included on both plans.

Sign in once, then run agents, call MCP tools, search Company Brain, and manage skills and artifacts from your terminal.

gumloop.com/products/cliChecked

Where you use itPartly

In your pipeline

Webhook triggers let GitHub, a cron job or an internal script start an agent, but the vendor documents no CI-native runner or agent that acts on a pull request.

Anything that can send an HTTP POST — Stripe, GitHub, a cron job, an internal script — runs the agent by calling it.

docs.gumloop.com/api-reference/getting-…Checked

Where you use itYes

In a browser

Gumloop is a hosted web product and agents additionally get standalone public pages, plus Slack, Teams and email surfaces.

Give your agent a standalone page on gumloopagents.com that anyone can open directly.

docs.gumloop.com/core-concepts/hosted_p…Checked

Whose machine it runs onPartly

Self-hosted

Virtual Private Cloud deployment is an optional Enterprise line item only, and Gumloop operates the stack inside your cloud rather than handing you software to run.

Run Gumloop as managed SaaS, or deploy into your own cloud (VPC), in the region of your choice.

gumloop.com/solutions/securityChecked

What it costs to runYes

How it meters

Billing is credit-metered on top of a flat monthly Pro fee: $37 a month includes 20,000 credits at $0.005 each, overage needs pay-as-you-go at the same rate, and Gumloop adds an 8% orchestration fee on the list cost of tokens, compute and tool calls, rising to 16% with your own model keys. Seats are unlimited, so the plan is not priced per seat.

Additionally, Gumloop charges you an 8% orchestration fee on the full list cost of the task (including tokens, compute, and tool calls). Please note…

gumloop.com/pricingChecked

What it costs to runYes

Free credit

$100 of free usage (20,000 credits at $0.005 each), a month.

Included Credits 20k per month

gumloop.com/pricingChecked

What it costs to runPartly

Free tier

The pricing page offers no standing free plan: the cheapest way in is a 14-day free trial on the Pro column's button, after which Pro bills $37 a month, and Enterprise is quote-only via contact sales.

Pro Starts at $37 / month Start 14-day free trial

gumloop.com/pricingChecked

What it costs to runYes

API access

A documented REST API with Python and JavaScript SDKs creates agents, starts sessions and triggers automations, and is listed for both plans.

The Gumloop API is agent-first: you can create and update agents, start chat sessions, and use chat completions from any OpenAI-compatible client.

docs.gumloop.com/api-reference/getting-…Checked

What it costs to runYes

MCP server

Gumloop runs a remote MCP server exposing dozens of tools so another agent can list agents, run sessions and search Company Brain; MCP is a Pro-and-above line item.

Gumloop exposes a remote Model Context Protocol (MCP) server that lets any compatible AI client manage your agents, sessions, skills, and more.

docs.gumloop.com/mcp-server/overviewChecked

What it costs to runYes

Bring your own key

Your own provider keys make model calls cost zero credits, but the orchestration fee doubles to 16% and each key only waives the models that provider serves.

BYOK makes AI model calls cost 0 credits, and it also applies to image generation and voice transcription. Since the model spend leaves your credit…

docs.gumloop.com/core-concepts/ai_modelsChecked

Buying it for a teamYes

A company can buy it

An Enterprise plan is sold through sales with custom pricing, org-wide governance and SCIM provisioning, alongside self-serve team workspaces on Pro.

We work with our Enterprise teams on custom plans so that your team can scale confidently with an extremely obvious ROI.

gumloop.com/pricingChecked

Buying it for a teamYes

Seat model

Seats and teams are unlimited on both plans with no per-seat charge or stated minimum, so cost scales with credit consumption instead of headcount.

On the page: Plan comparison table, Collaboration section, 'Seats' row, Pro and Enterprise columns

gumloop.com/pricingChecked

Buying it for a teamYes

Pooled budget

Team members draw on one shared credit balance on both plans rather than each holding a private allowance, which is what makes unlimited seats workable.

On both Pro and Enterprise plans, team members can share credentials, collaborate on agents, and use the same pool of credits.

gumloop.com/pricingChecked

Buying it for a teamPartly

Admin controls

Pro limits connector guardrails to a single agent's scope; org-wide policies, role-based access and model access control are Enterprise-only rows in the same table.

Agent-scoped

gumloop.com/pricingChecked

Buying it for a teamPartly

Audit log

Audit logs are marked absent on Pro and present on Enterprise, so administrative traceability requires the sales-led plan.

Our Enterprise tier offers the observability, security, and compliance features that large teams require, like RBAC, organization-wide governance…

gumloop.com/pricingChecked

Buying it for a teamPartly

Single sign-on

SAML single sign-on and SCIM provisioning work with any identity provider but the plan table marks SCIM/SAML support Enterprise-only.

Connect any identity provider for single sign-on (SSO) and automated user provisioning with SCIM.

gumloop.com/solutions/securityChecked

What happens to your codeYes

Opt out of training

Zero-data-retention agreements with major model providers are the default rather than a setting, and open models are explicitly excluded from training; a 30-day-retention model group must be chosen deliberately.

Your data is never used for model training and is not stored after inference.

docs.gumloop.com/core-concepts/ai_modelsChecked

What happens to your codePartly

Data residency

Region choice comes with the optional Enterprise VPC deployment; on managed SaaS the vendor names no region options and routes open models through US-based providers.

Run Gumloop as managed SaaS, or deploy into your own cloud (VPC), in the region of your choice. Your data stays in the infrastructure you control.

gumloop.com/solutions/securityChecked

What happens to your codePartly

Getting out

Organisation-wide data export and continuous drains are an Enterprise feature, and unused credits never carry over to the next month.

No. The 20k credit allotment is a monthly grant that resets each billing period. You get the full 20k again next month; you don't bank what you…

gumloop.com/pricingChecked

What happens to your codeYes

Certifications

SOC 2 Type II attestation, HIPAA with BAAs on eligible plans, a GDPR-aligned programme and EU-U.S. Data Privacy Framework certification including the UK extension.

We are SOC 2 Type II attested and HIPAA compliant, and we offer BAAs for eligible plans.

gumloop.com/solutions/securityChecked

Gumloop price and terms

Terms

Free to start
PartlyPartly
The terms in full

No standing $0 plan on the pricing page: the only free way in is the 14-day free trial advertised on the Pro column's call to action ("Start 14-day free trial"); the page does not state whether a card is required. Pro then costs $37/month.

What needs a higher plan

Enterprise
Ships it, Self-hosted, Admin controls, Audit log, Single sign-on, Data residency

For AI agents

MCP server
Yes
API
Yes
Gumloop's pricing page

Pricing page, captured

gumloop.com/pricing, checked

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Gumloop alternatives

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Questions about Gumloop

How much does Gumloop cost?
Gumloop costs $37 a month. From gumloop.com/pricing, checked 24 October 2026.
Does Gumloop have an API or an MCP server?
It has an API. It has an MCP server.
Is Gumloop open source, and can you host it yourself?
You can host it yourself on Enterprise.
What have we checked on Gumloop?
32 facts, under these headings: What it does, how much it does unattended, which models it runs on, where you use it, whose machine it runs on, what it costs to run, buying it for a team, what happens to your code.
How do we check Gumloop?
We hold 32 facts on Gumloop, quoted from 27 pages. Facts and price last checked 24 October 2026.

How we check every listing

Sources and changes

Last changed

Sources27

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