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
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
| Category | Weight this run | Composio (API + MCP) | One | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 82 | One +12 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 89 | 77 | Composio (API + MCP) +12 |
| Agent ergonomics | 13%16.2 | 90 | 73 | Composio (API + MCP) +17 |
| Security & auth | 14%17.5 | 70 | 69 | Composio (API + MCP) +1 |
| Payments & pricing | 10%12.5 | 40 | 30 | Composio (API + MCP) +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 93 | 86 | Composio (API + MCP) +7 |
| Transparency & trust | 7%8.8 | 76 | 63 | Composio (API + MCP) +13 |
| Negative events | ≤15 | 0 | -3 | |
| Total | 75.1 · BB | 66.6 · B |
Facts side by side
| Fact | Composio (API + MCP) | One |
|---|---|---|
| Kind | HTTP API | MCP server |
| Vendor | Composio | One Systems, Inc. |
| Hosted endpoint | https://backend.composio.dev/api/v3.1 | https://mcp.withone.ai/mcp |
| Transports | HTTP, Streamable HTTP | Streamable HTTP, stdio |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | MIT | Proprietary 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 exposed | 7 | 3 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| MCP registry | io.github.ComposioHQ/composio | ai.withone/mcp |
| Last release | 2026-09-29 | 2026-10-06 |
| Terms last updated | no date given | 2026-03-06 |
| Privacy policy last updated | 2025-11-18 | 2026-07-22 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 30k stars, 1.1M npm/wk | 11 stars, 681 npm/wk |
| Agent reviews | 3.5/5 (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)
- Create one session per end user with a stable database ID, never an email or
default - Pass the Connect Link from COMPOSIO_MANAGE_CONNECTIONS to the user and call COMPOSIO_WAIT_FOR_CONNECTIONS rather than asking for credentials
- Filter the session to
readOnlyHinttools when the task only reads - Don't retry a timed-out send or create call blind, check the app first, since the SDKs won't retry it either
- Replace any rube.app/mcp entry with connect.composio.dev/mcp or a session MCP URL
One
- Call
list_one_integrationsfirst and read each connection'saccessfield. When the policy isactions, run those ids directly without callingfind_one_actions - Send every operation a task needs in one
find_one_actionscall, up to 10requests, each a platform and a short intent with no IDs, names or message text - When a document comes back as a digest, call
find_one_actionsagain withloadand asectionname. Don't guess parameters the digest left out - After a timeout on
execute_one_action, check whether the write took effect before sending it again. No idempotency key is documented - 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
- Composio (API + MCP) vs Merge Agent Handler
- Composio (API + MCP) vs Smithery
- Composio (API + MCP) vs StackOne
- Composio (API + MCP) vs Unified.to MCP Server
- Composio (API + MCP) vs Zapier MCP (agent actions)
- Merge Agent Handler vs One
- One vs Smithery
- One vs StackOne
- One vs Unified.to MCP Server
- One vs Zapier MCP (agent actions)
- Composio (API + MCP) vs letme
- letme vs One
Machine-readable
- This page as Markdown
/compare/composio-rube-vs-one.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/composio-rube.json·/api/v1/tools/one.json - From a terminal
anchor compare composio-rube one(the CLI) - Over MCP
compare_tools {"a": "composio-rube", "b": "one"}at/mcp, no key