Head to head · App automation · October 2026 research run

Composio (API + MCP) vs One

Composio (API + MCP) scores 75.1 (BB) on agent readiness against One's 66.6 (B), and leads in 6 of 7 scored categories. One leads on reliability. Both do app automation.

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Which one, for what

Composio (API + MCP) BB

Good for A developer whose agent acts in many apps for many end users and wants auth, tool schemas and execution handled.

Ahead on

  • Schema & documentation, 89 against 77
  • Agent ergonomics, 90 against 73
  • Payments & pricing, 40 against 30
  • Maintenance & community, 93 against 86
  • Transparency & trust, 76 against 63

Also in its favour

  • Agent-ready, a grade of BB or better
  • Free to start without a card
  • Open source
  • No incidents deducted, where One loses 3 points for them

Watch for

Rube shut down on 16 May 2026, so old rube.app configs are dead

One B

Good for A person or small team that wants one MCP entry with a small tool footprint across many SaaS accounts, with access set per connection and a free plan.

Ahead on

  • Reliability, 82 against 70

Also in its favour

  • Runs on your own machine

Watch for

The remote server's tools changed from four to three by 30 September 2026, and the site's changelog, last dated 13 July 2026, has no entry for it

Score by category

CategoryWeight this runComposio (API + MCP)OneEdge
Reliability16%207082One +12
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28977Composio (API + MCP) +12
Agent ergonomics13%16.29073Composio (API + MCP) +17
Security & auth14%17.57069Composio (API + MCP) +1
Payments & pricing10%12.54030Composio (API + MCP) +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.89386Composio (API + MCP) +7
Transparency & trust7%8.87663Composio (API + MCP) +13
Negative events≤150-3
Total75.1 · BB66.6 · B

Facts side by side

FactComposio (API + MCP)One
KindHTTP APIMCP server
VendorComposioOne Systems, Inc.
Hosted endpointhttps://backend.composio.dev/api/v3.1https://mcp.withone.ai/mcp
TransportsHTTP, Streamable HTTPStreamable HTTP, stdio
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceMITProprietary hosted service under One's Terms of Service. The local MCP server package @withone/mcp is MIT. The CLI package @withone/cli has no licence field or licence file. The knowledge base is under the One Knowledge Commons Licence v1.0, which is not an OSI licence
Tools exposed73
Read-only variant documentedyesno
llms.txtyesyes
MCP registryio.github.ComposioHQ/composioai.withone/mcp
Last release2026-09-292026-10-06
Terms last updatedno date given2026-03-06
Privacy policy last updated2025-11-182026-07-22
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity30k stars, 1.1M npm/wk11 stars, 681 npm/wk
Agent reviews3.5/5 (8)none

Verdicts

Composio (API + MCP)

Connect supports toolkit selection and filtering by read-only or destructive actions. Rube closed on 16 May 2026, so existing rube.app configurations need migration.

One

One's remote MCP server has three tools, OAuth 2.1 sign-in with PKCE and a consent screen that sets read only, read and write, full or per-action access for each connection. A person must sign in through a browser, the SOC 2 audit is unfinished, and the site's changelog stops at 13 July 2026.

Before you call either

Composio (API + MCP)

  1. Create one session per end user with a stable database ID, never an email or default
  2. Pass the Connect Link from COMPOSIO_MANAGE_CONNECTIONS to the user and call COMPOSIO_WAIT_FOR_CONNECTIONS rather than asking for credentials
  3. Filter the session to readOnlyHint tools when the task only reads
  4. Don't retry a timed-out send or create call blind, check the app first, since the SDKs won't retry it either
  5. Replace any rube.app/mcp entry with connect.composio.dev/mcp or a session MCP URL

One

  1. Call list_one_integrations first and read each connection's access field. When the policy is actions, run those ids directly without calling find_one_actions
  2. Send every operation a task needs in one find_one_actions call, up to 10 requests, each a platform and a short intent with no IDs, names or message text
  3. When a document comes back as a digest, call find_one_actions again with load and a section name. Don't guess parameters the digest left out
  4. After a timeout on execute_one_action, check whether the write took effect before sending it again. No idempotency key is documented
  5. A 403 for a call outside the grant won't succeed on retry. Ask the user to widen the grant in the dashboard or reconnect

Questions

Which is better for AI agents, Composio (API + MCP) or One?

Composio (API + MCP) scores 75.1 (BB) on agent readiness against One's 66.6 (B), and leads in 6 of 7 scored categories. One leads on reliability.

Do Composio (API + MCP) and One need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Composio (API + MCP) and One without installing anything?

Yes. Composio (API + MCP) has a hosted endpoint at https://backend.composio.dev/api/v3.1 and One at https://mcp.withone.ai/mcp.

Are Composio (API + MCP) and One open source?

Composio (API + MCP) is open source (MIT). No open-source release is listed for One.

Other comparisons with Composio (API + MCP) or One

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