Composio vs Gumloop (2026): which should you pick?

Pick Composio if

• Fits if you build agents and want one layer for app connections and OAuth
• Works for a small team trying tool calls on a free plan

Look elsewhere if

• Watch out: the pricing page covers two products, per seat for For You and per workspace for the platform
• Tight if you are on For You Free, where Firewall, SSO and zero data retention are not included
• Pricey if you go over: $0.005 a tool call on For You, $0.0003 on Pro
• Watch out: Platform Hobby stops at its limits, and managed apps are capped at 20,000 calls there

Pick Gumloop if

• Fits if you want people who aren't engineers to build their own agents
• Works for teams that would rather pay one flat price than count seats

Look elsewhere if

• Not for you if you want to try it without a card, as the 14-day trial needs one and then bills you
• Pricey if you're one person, at $37 a month where a team would be splitting the same bill
• Skip it if you need audit logs, access roles, SAML or data exports, which are Enterprise only
• Watch out: credits don't roll over, agents stop at 20,000 unless pay-as-you-go is on, and there's an 8% fee, 16% on your own keys
• Skip it if you want a phone or desktop app, as Gumloop is a web app used through Slack, Teams and Gmail

Composio

• The pricing page covers two products; the For You plans are priced per seat and the platform plans per workspace, so check which one fits.
• On the free For You plan, Firewall, SSO and zero data retention are not included; they start at Standard.
• Extra tool calls cost $0.005 each on For You, and $0.0003 each on the platform's Pro plan after the included amount, paid from credits.
• Platform Hobby stops at its included limits rather than billing overages, and Composio-managed apps are capped at 20,000 calls there.

Gumloop

• There is no free plan: new accounts get a one-time 14-day Pro trial that requires a card and converts to paid unless canceled.
• Pro credits do not roll over, and agents stop at 20,000 credits a month unless pay-as-you-go is switched on.
• Bringing your own model API key removes token costs but raises the orchestration fee from 8% to 16%.
• Role-based access control, SCIM and SAML, audit logs, the admin dashboard and data exports are limited to Enterprise.

Composio

1,700+ app toolkits

The catalog covers apps such as Gmail, Slack, Notion, Salesforce, HubSpot, GitHub and Linear, with authentication handled by Composio.

Managed OAuth

Consent, token storage, refresh and scopes are handled for every connected account, with the option to pass your own tokens instead.

Triggers

Events from connected apps are delivered to a webhook, so an agent can start from something that happened in another app.

MCP gateway and custom servers

One managed MCP endpoint exposes the connected tools, and servers from other providers or your own team can be added beside them.

Firewall

Plain-English policies check tool requests and results, and the vendor says it blocks instructions hidden in tool output and catches secrets.

Instant tools

Audio, video, image, search and enrichment tools run on Composio's own provider accounts, billed from credits rather than separate sign-ups.

Gumloop

Agents on your tools and data

Agents work across more than 300 connectors and shared company knowledge, with a choice of 35+ models or your own model API keys.

Triggers, schedules and API

App triggers and recurring schedules start agents automatically, and a REST API can run them from other systems.

Skills

Agents write reusable playbooks called skills, which can be shared across a team and synced with GitHub.

Slack, Teams and Gmail

Agents can be @mentioned in Slack channels and threads, brought into Microsoft Teams chats and channels, and used to draft and triage mail in Gmail.

Sharing and permissions

An agent built by one person can be shared with an individual, a team or the whole organization at owner, editor, viewer or use-only level.

Usage-based credits

Model tokens, compute and paid tool calls are billed at list price in credits worth $0.005 each, plus an 8% orchestration fee, or 16% when you bring your own model keys.

Composio

• For You: Free$0

  Up to 3 members, 10,000 tool calls a month, 3 custom MCP servers, 5 shared connections and $2 in one-time credits for Instant tools.

• For You: Standard$18

  per seat / month

  Whole team, 10,000 tool calls and $18 in credits per seat each month, plus Firewall, SSO and zero data retention.

• Platform: Hobby$0

  SDK access with 100,000 tool calls and 50,000 trigger events a month, 3 team members and unlimited connected accounts.

• Platform: Pro$29

  per month

  Hobby plus $29 in monthly credits, unlimited team members, higher API rate limits and paid add-ons. Past the free amounts, usage is billed from credits.

• EnterpriseCustom

  Committed volume, SSO and SCIM, bring-your-own-cloud, audit logs, dedicated support and custom terms, on either product.

Gumloop

• Pro$37

  per month, including 20,000 credits

  Unlimited seats, teams and agents, 35+ models, your own API keys, email support, and optional pay-as-you-go overage at $0.005 a credit.

• EnterpriseCustom

  Custom credits, role-based access control, SCIM and SAML, audit logs, org-wide connector policies, optional virtual private cloud and Slack support.