# get_workflow_failure_correlation

Cross-dimension correlation between failed workflow steps and collaboration conflicts / sandbox violations. For each failed step, checks whether a conflict or sandbox violation involving the same Agent occurred within ±window_hours. Reports co-occurrence rates and top agents whose failures most coincide with conflicts/violations.

Agent View of the PolicyLayer registry record for `get_workflow_failure_correlation`. HTML page: https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/get-workflow-failure-correlation

## Facts

- Tool: `get_workflow_failure_correlation`
- Server: Todo for AI MCP Server (`todo-for-ai/todo-for-ai-mcp`) — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp.md
- Homepage: https://github.com/todo-for-ai/todo-for-ai-mcp
- Risk category: Read (Low risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Allowed

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_workflow_failure_correlation",
    "arguments": {}
  }
}
```

## Why get_workflow_failure_correlation is rated Low

Even though get_workflow_failure_correlation only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.

## Use case

AI agents call get_workflow_failure_correlation to retrieve information from Todo for AI MCP Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

## Recommended policy (PolicyLayer)

Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Todo for AI MCP Server:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "get_workflow_failure_correlation": {}
  }
}
```

## Other tools on Todo for AI MCP Server (243)

- `cancel_workflow_run` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/cancel-workflow-run.md
- `clear_step_runtime_override` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/clear-step-runtime-override.md
- `delete_agent_experience` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/delete-agent-experience.md
- `delete_collaboration_template` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/delete-collaboration-template.md
- `delete_knowledge_entry` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/delete-knowledge-entry.md
- `delete_sandbox` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/delete-sandbox.md
- `delete_shared_context` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/delete-shared-context.md
- `delete_workflow` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/delete-workflow.md
- `delete_workflow_trigger` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/delete-workflow-trigger.md
- `revoke_cross_project_agent` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/revoke-cross-project-agent.md
- `revoke_sandbox_execution` — Destructive — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/revoke-sandbox-execution.md
- `append_run_logs` — Execute — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/append-run-logs.md
- `escalate_overdue_tasks` — Execute — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/escalate-overdue-tasks.md
- `handoff_task` — Execute — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/handoff-task.md
- `launch_workflow` — Execute — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/launch-workflow.md
- `pause_workflow_run` — Execute — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/pause-workflow-run.md
- `retry_workflow_run` — Execute — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/retry-workflow-run.md
- `start_sandbox_execution` — Execute — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/start-sandbox-execution.md
- `acknowledge_conflict` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/acknowledge-conflict.md
- `authorize_cross_project_agent` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/authorize-cross-project-agent.md
- `auto_extract_experiences` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/auto-extract-experiences.md
- `auto_extract_knowledge` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/auto-extract-knowledge.md
- `bind_agent_sandbox` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/bind-agent-sandbox.md
- `check_sandbox_action` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/check-sandbox-action.md
- `claim_agent_task` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/claim-agent-task.md
- `claim_cross_project_task` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/claim-cross-project-task.md
- `collaboration_graph` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/collaboration-graph.md
- `collaboration_metrics` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/collaboration-metrics.md
- `decay_all_experiences` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/decay-all-experiences.md
- `diff_workflow_versions` — Read — https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp/diff-workflow-versions.md
- …and 213 more: https://policylayer.com/tools/todo-for-ai-todo-for-ai-mcp.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=todo-for-ai-todo-for-ai-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/todo-for-ai-todo-for-ai-mcp