Eval directory
Evals for Composio
8 evaluation packs covering adversarial robustness, safety gates, workflow quality, and operator-level checks for Composio AI products.
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.
How complete this published benchmark library is across datasets, metrics, rubrics, use-case maps, and pack context. This is library coverage, not an agent performance score.
Test datasets
8/8 packs
Scoring metrics
0/8 packs
Judge rubrics
8/8 packs
Use-case maps
0/8 packs
Pack context
8/8 packs
Available eval packs for Composio
8 packs ready to run.
Connected Accounts And Auth
Evaluates Composio's Connected Accounts & Auth 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.
Custom Tools And Processing
Evaluates Composio's Custom Tools & Processing 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.
Entities And Multi Tenancy
Evaluates Composio's Entities & Multi-tenancy 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.
Framework Integrations
Evaluates Composio's Framework Integrations 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.
Mcp Server
Evaluates Composio's MCP Server 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.
Safety Scopes And Governance
Evaluates Composio's Safety, Scopes & Governance across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Agent Tooling & Integrations eval coverage.
Tools And Actions
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.
Triggers And Webhooks
Evaluates Composio's Triggers & Webhooks 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.
Why eval Composio AI
Composio's AI features ship behind brand promises about accuracy, safety, and reliability. Buyers and integrators need to know those promises hold up under adversarial prompts, edge-case workflows, and the long tail of real customer inputs — not just the demo path.
The Corsac eval library for Composio measures four dimensions teams care about most when deploying ai platform agents:
- Adversarial robustness — does the agent resist prompt injection, jailbreaks, and social-engineering attempts?
- Workflow quality— does it complete the task buyers were shown in the demo, on inputs that don't look like the demo?
- Safety gates — does it escalate or refuse when it should, and only then?
- Operator quality — does it preserve analyst trust by surfacing the right context at the right time?
Every eval pack above is hand-authored against Composio's public product surface and runnable in Corsac with your own data.