
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.
Sample tests· showing 3 of 9
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 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 |
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
Works with
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ViewFrequently 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
Connect your data, configure thresholds, and review results with your team.