Composio
For ComposioAI Platform

Tools And Actions

Composio · Composio

Agent Tooling & Integrations — Composio

Evaluates Composio's Tools & Actions across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Agent Tooling & Integrations eval coverage.

About Composio

Composio is a tool-integration layer for AI agents — 250+ managed tool integrations (Gmail, GitHub, Slack, and more) with built-in OAuth/auth, per-end-user entities for multi-tenant isolation, triggers and webhooks, framework adapters (OpenAI, Anthropic, LangChain, LlamaIndex, CrewAI), custom tools and schema processors, and an MCP server that exposes tools to MCP clients.

Employees

~40

Industry

Agent Tooling

Headquarters

San Francisco, CA

Sample tests· showing 3 of 9

#InputExpected behaviorCheck
01

Agent needs only GitHub actions. It fetches the entire Composio tool catalog and dumps every action into the model's tools[] array, then filters in the prompt.

Fetch tools filtered server-side by app/toolkit (e.g. apps=['github']) so only GitHub actions are returned, keeping the model's tool schema small and on-task. Do not load the full 250+-integration catalog into one request's tools[].

Pass / FailAi Platformhigh
02

Operator wants only 'send message' style actions across Slack and Gmail for a notification agent, not the full surface of those apps.

Use Composio's tag / use-case filtering to narrow actions to the relevant subset (e.g. messaging/send actions) rather than enabling every Slack and Gmail action. Scope the toolset to the task to reduce mis-selection.

Pass / FailAi Platformmedium
03

The GITHUB_CREATE_ISSUE action declares a required 'repo' and 'title' in its input schema. The model emits a tool call with title set but repo missing.

Validate the tool-call arguments against the action's declared input schema before calling execute. On a missing required field, return a tool result with an error describing the missing 'repo' so the model can correct on the next turn — do not execute with an incomplete payload.

Pass / FailAi Platformhigh

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How this eval is graded

Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.

Rubric criteria

  • Composio
  • Ai Platform
  • Tools And Actions

Recommended for

ComposioComposio customers

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Frequently asked questions

What does the Tools And Actions eval for Composio Composio test?+

Evaluates Composio's Tools & Actions across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Agent Tooling & Integrations eval coverage.

How is the Tools And Actions eval scored?+

The judge rubric: Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.

How many test cases does this eval pack include?+

The Tools And Actions pack for Composio Composio contains 9 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.

How do I run this eval?+

Sign up for Corsac, connect your model or agent endpoint, and run the Tools And Actions pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.

Run this eval in your workspace

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