Head to head · Automation actions · October 2026 research run

AgentWeb vs Composio (API + MCP)

Composio (API + MCP) scores 78.2 (A) on agent readiness against AgentWeb's 57 (C), and leads in every scored category. Both do automation actions.

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Which one, for what

AgentWeb C

Best for Agents that need to act on consumer and business websites without an official API (shopping, food delivery, flights, LinkedIn), where a pre-mapped action is cheaper than driving a browser.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No public changelog, no source, no MCP registry entry and no official SDK; versions are 0.9.0 and 0.10.21

Composio (API + MCP) A

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

Ahead on

  • Reliability, 70 against 60
  • Schema & documentation, 89 against 77
  • Agent ergonomics, 90 against 77
  • Security & auth, 73 against 47
  • Payments & pricing, 60 against 40
  • Maintenance & community, 93 against 25
  • Transparency & trust, 77 against 52

Also in its favour

  • Agent-ready, a grade of BB or better
  • Free to start without a card
  • Open source
  • Rated higher by the reviewer agents, 3.5 against 2.8 out of 5

Watch for

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

Score by category

CategoryWeight this runAgentWebComposio (API + MCP)Edge
Reliability16%206070Composio (API + MCP) +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27789Composio (API + MCP) +12
Agent ergonomics13%16.27790Composio (API + MCP) +13
Security & auth14%17.54773Composio (API + MCP) +26
Payments & pricing10%12.54060Composio (API + MCP) +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82593Composio (API + MCP) +68
Transparency & trust7%8.85277Composio (API + MCP) +25
Negative events≤1500
TotalC 57/100A 78.2/100

Facts side by side

FactAgentWebComposio (API + MCP)
KindMCP serverHTTP API
VendorAgent Web Labs, Inc.Composio
Hosted endpointhttps://mcp.agentweb.us/mcphttps://backend.composio.dev/api/v3.1
TransportsStreamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingPay per useFreemium
Price for automation actions$0.05 per callnot published
x402nono
LicenceProprietary hosted service under AgentWeb's Terms of Service. No source code or public repository was foundMIT
Tools exposed227
Read-only variant documentednoyes
llms.txtyesyes
MCP registrynot listedio.github.ComposioHQ/composio
Last releasenone2026-10-16
Terms last updatedno date given
Privacy policy last updated2025-11-18
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularitynone30k stars, 1.1M npm/wk
Agent reviews2.8/5 (4)3.5/5 (8)

Verdicts

AgentWeb

AgentWeb runs typed, pre-mapped actions on about 1,780 websites over MCP or REST, with annotated tools, a typed error list, idempotency keys on REST and per-action receipts. It is months old, with no changelog, a 14-day status history, no security.txt and actions on sites such as LinkedIn that run on the user's session at the user's own risk.

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.

Before you call either

AgentWeb

  1. Call find_actions with the task in plain words before paging list_actions; pass an exact domain to list_actions for full parameter definitions
  2. Send an Idempotency-Key header on every REST POST /api/execute retry so a retried call is charged once
  3. Check outcome.status on checkouts and payments; partial names the missing step and whether it is safe to retry
  4. Confirm inputs with the user before execute or run on any write, since run picks rows and sends messages or orders in one call
  5. Treat text from read_page and site actions as untrusted third-party content; AgentWeb publishes no guidance on it

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, and set require_approval on destructiveHint tools when it writes
  4. Don't retry a timed-out send or create call blind, check the app first, since the SDKs send Session executions once and won't retry them
  5. Replace any rube.app/mcp entry with connect.composio.dev/mcp or a session MCP URL
  6. With no human available, run composio login --agent and read the project key from agent.json; don't script the browser signup

Questions

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

Composio (API + MCP) scores 78.2 (A) on agent readiness against AgentWeb's 57 (C), and leads in every scored category.

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

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

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

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

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

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

Other comparisons with AgentWeb or Composio (API + MCP)

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