$ ~/registry/skill/composiohq-composio-skills-recallai-automation

SKILL

recallai-automation

Name: recallai-automation
Author: Composio

Automate Recallai workflows through Rube MCP with tool-schema lookup first.

Stars

★ 67,763

Source

GitHub

Updated

2026-07-15

// securityCaution

Prompt only, no code
Open source
Community-trusted· 64.7k

Summary

The skill appears to be a prompt-oriented wrapper, but its actual function depends on remote Rube MCP and a Recallai connection for tool discovery and execution, so overall it fits a low-to-moderate 'caution' profile. No red flags were found for local secret handling or direct local code execution, and the source has positive supply-chain signals from a high-star open GitHub repository.

CredentialsCaution

The material claims the skill itself needs 'no API keys', but it explicitly requires establishing a Recallai connection via `RUBE_MANAGE_CONNECTIONS` and completing an external auth flow, so third-party account tokens are likely involved in practice. It does not directly request or expose local environment variables, but credentials would still be managed by the remote MCP/platform.

Network egressCaution

The README instructs users to add the remote MCP endpoint `https://rube.app/mcp` and use Composio/Recallai-related services for tool discovery, connection management, and execution. This means task inputs, session IDs, and connection state may be sent to the declared remote service. The endpoint appears aligned with the stated function, with no obvious unrelated exfiltration target, but normal cloud egress is present.

Code executionLow risk

The system marks this as `prompt-only`, and the provided material does not describe spawning local processes, running scripts, invoking a shell, or requesting system-level permissions. Its execution semantics are framed as remote MCP tool usage rather than local code execution.

Data accessCaution

The material does not state that it can directly read or write local files or access local system data, but when executing Recallai operations through remote tools, user-provided task content, parameters, and potentially related business data may be processed by external services. No local data permissions beyond the stated purpose are evident.

Supply chainLow risk

The source is an open GitHub repository with strong community adoption (64.7k stars), which is a meaningful positive signal. The current material is mainly README/skill documentation and is auditable. The missing license declaration and unknown maintenance status are minor transparency gaps, but not enough on their own to justify a high-risk rating.

Recommendations

Before connecting to `https://rube.app/mcp`, confirm your organization allows sending task content and session metadata to that remote service.
When authorizing Recallai, use a least-privilege account and regularly review or revoke unused connections.
Avoid including unnecessary sensitive information in tool discovery queries or execution arguments, especially customer data, internal identifiers, and confidential text.
Review the linked repository, Composio docs, and Recallai authorization scopes to verify the real data flows and permission boundaries.

Audited by: gpt-5.4 · 2026-06-17

// install

Copy the install command and let the AI configure it · recommended for beginners

Please install the "recallai-automation" skill from askskill:
1. Download https://raw.githubusercontent.com/ComposioHQ/awesome-claude-skills/master/composio-skills/recallai-automation/SKILL.md
2. Save it as ~/.claude/skills/recallai-automation/SKILL.md
3. Reload skills and tell me it's ready

// download

Download SKILL.mdInstall manifest ↗

// docs

Recallai Automation via Rube MCP

Automate Recallai operations through Composio's Recallai toolkit via Rube MCP.

Toolkit docs: composio.dev/toolkits/recallai

Prerequisites

Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
Active Recallai connection via RUBE_MANAGE_CONNECTIONS with toolkit recallai
Always call RUBE_SEARCH_TOOLS first to get current tool schemas

Setup

Get Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.

Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
Call RUBE_MANAGE_CONNECTIONS with toolkit recallai
If connection is not ACTIVE, follow the returned auth link to complete setup
Confirm connection status shows ACTIVE before running any workflows

Tool Discovery

Always discover available tools before executing workflows:

RUBE_SEARCH_TOOLS
queries: [{use_case: "Recallai operations", known_fields: ""}]
session: {generate_id: true}

This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.

Core Workflow Pattern

Step 1: Discover Available Tools

RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Recallai task"}]
session: {id: "existing_session_id"}

Step 2: Check Connection

RUBE_MANAGE_CONNECTIONS
toolkits: ["recallai"]
session_id: "your_session_id"

Step 3: Execute Tools

RUBE_MULTI_EXECUTE_TOOL
tools: [{
  tool_slug: "TOOL_SLUG_FROM_SEARCH",
  arguments: {/* schema-compliant args from search results */}
}]
memory: {}
session_id: "your_session_id"

Known Pitfalls

Always search first: Tool schemas change. Never hardcode tool slugs or arguments without calling RUBE_SEARCH_TOOLS
Check connection: Verify RUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing tools
Schema compliance: Use exact field names and types from the search results
Memory parameter: Always include memory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty ({})
Session reuse: Reuse session IDs within a workflow. Generate new ones for new workflows
Pagination: Check responses for pagination tokens and continue fetching until complete

Quick Reference

Operation	Approach
Find tools	`RUBE_SEARCH_TOOLS` with Recallai-specific use case
Connect	`RUBE_MANAGE_CONNECTIONS` with toolkit `recallai`
Execute	`RUBE_MULTI_EXECUTE_TOOL` with discovered tool slugs
Bulk ops	`RUBE_REMOTE_WORKBENCH` with `run_composio_tool()`
Full schema	`RUBE_GET_TOOL_SCHEMAS` for tools with `schemaRef`

Powered by Composio

Automate Mem tasks through Rube MCP after checking current tool schemas first.

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