A
licenseNot graded
qualityB
maintenanceEnables AI assistants to build and revise visual goal plans, compare competing routes, model possible futures and forecasts, track progress, and re-plan as circumstances change through MCP tools.
56 npm
MIT
AI/MCP Enablement Agency
Server Details
AI workflow/MCP implementation package planner.
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- Status
- Unhealthy
- Uptime
- 4.0% over 66 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- ChatGPT
- –
- Claude
- –
TDQS
A3.6/5.0
Scored across 4 tools
Disambiguation4/5
Each tool targets a distinct deliverable: audit, checklist, catalog, and plan. There is slight overlap between audit_workflow_for_ai and generate_mcp_package_plan since both involve workflow analysis, but their outputs are clearly different (opportunity assessment vs. implementation plan).
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern: audit_workflow_for_ai, build_integration_checklist, create_tool_catalog, generate_mcp_package_plan. The verbs and nouns are specific and predictable.
Tool Count5/5
With only 4 tools, the server is tightly scoped to the advisory workflow of AI/MCP enablement. Each tool is purposeful and the count feels neither thin nor bloated for a consulting-focused server.
Completeness4/5
The tools cover the core deliverables for an enablement agency: audit, artifact creation (checklist/catalog), and planning. Missing could be something like 'implement' or 'estimate cost', but the core advisory lifecycle is well represented.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
4 tool updates
- First observed
audit_workflow_for_ai - First observed
build_integration_checklist - First observed
create_tool_catalog - First observed
generate_mcp_package_plan
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