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AIMFllys
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studysolo-mcp

Discover StudySolo account, quota, usage, and workflow metadata and trigger monitored runs.

3|2|Updated Feb 12, 2026
Search Tags:#tool integration#workflow orchestration#mcp#usage analytics#run monitoring#studysolo#pat authentication
One-click install
npx skills add https://github.com/AIMFllys/StudySolo --skill studysolo-mcp
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: studysolo-mcp
Source: https://github.com/AIMFllys/StudySolo/tree/main/.agent/skills/studysolo-mcp
Command: npx skills add https://github.com/AIMFllys/StudySolo --skill studysolo-mcp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the problem of integrating StudySolo workflow browsing and execution into MCP-enabled hosts like Claude Desktop or Cursor, so an AI can securely fetch your account/workflow data and trigger runs with correct sequencing.

Core Features & Use Cases

  • Read-only tool access for discovery: retrieve identity, membership/quota, usage metrics, workflow lists, workflow metadata, and node manifests.
  • Run workflow execution with monitoring: start a run and wait for completion using stream or polling, or manually page through run events safely via next_seq.
  • Safety and guardrails: enforces PAT-authentication handling, prevents repeated starts in the same second, and requires verifying workflow existence and trigger_input configuration before running.
  • Use case: “Tell me what workflows I have, then run ‘Daily Morning Brief’ and report the final output.”

Quick Start

Ask your MCP-hosted AI to run the workflow “Daily Morning Brief” and stream updates until it finishes, then summarize the final result.

Frequently Asked Questions about studysolo-mcp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I trigger StudySolo workflows from Claude Desktop or Cursor?▼

To trigger StudySolo workflows from Claude Desktop or Cursor, use the studysolo-mcp toolset to start runs and monitor execution via stream or polling. This requires PAT-authenticated tool calls for secure access.

What is MCP workflow orchestration for learning-agent execution?▼

MCP workflow orchestration enables AI hosts to discover workflow metadata, verify trigger_input configurations, and execute runs with correct event sequencing. It provides structured access to resources for learning-agent coordination.

How do I paginate workflow run events safely in MCP clients?▼

Paginate workflow run events safely in MCP clients by using after_seq and next_seq parameters for correct event sequencing. This manual paging approach prevents missing run events during execution monitoring.

Does StudySolo MCP integration require PAT authentication for all tool calls?▼

Yes, StudySolo MCP integration requires PAT authentication for all tool calls accessing account, quota, usage, and workflow metadata. This enforces secure execution patterns and prevents unauthorized workflow triggers.

What safety guardrails exist when starting workflow runs via MCP?▼

Safety guardrails for workflow runs via MCP include preventing repeated starts within the same second, verifying workflow existence, and validating trigger_input configuration before execution. PAT authentication handling is also strictly enforced.

Can I retrieve account quota and usage metrics through MCP tool access?▼

Yes, you can retrieve account identity, membership quota, and usage metrics through read-only MCP tool access. The toolset also provides workflow lists, metadata, and node manifests for comprehensive resource discovery.

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