A
licenseA
qualityC
maintenanceExposes the OpenAI Admin API as MCP tools, enabling management of organization members, projects, service accounts, API keys, rate limits, usage, costs, and audit logs through natural language.
31
Apache 2.0
anthropic-admin-mcp
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TDQS
A3.9/5.0
Scored across 21 tools
Disambiguation5/5
Each tool has a distinct purpose targeting specific resources (workspaces, members, invites, API keys, usage). No two tools overlap in functionality; even the two report tools (get_cost_report and get_usage_report) clearly separate dollar costs from token usage. The tool set is well-organized with clear boundaries.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern (e.g., create_workspace, list_members, update_api_key). Verbs are chosen predictably and match the action being performed. No mixing of conventions like camelCase or inconsistent verb styles.
Tool Count5/5
21 tools is reasonable for the complexity of Anthropic administration, covering organization, workspaces, members, invites, API keys, and usage reports. Each tool addresses a necessary operation without obvious redundancy or bloat.
Completeness3/5
The tool set covers most core admin operations but has notable gaps: no tool to create or delete API keys (only rename/deactivate), and no tool to delete a workspace (only archive). These missing lifecycle operations may cause agents to hit dead ends.
Maintenance
ActivityInactive
ResponsivenessNo issues