Anthropic Analytics Server

A local MCP server that lets Claude (Desktop and Code) answer plain-language questions about your Anthropic usage and spend — both the developer API platform and the Claude Enterprise product (chat, Claude Code, Cowork).

It wraps two Anthropic APIs behind one server:

• Usage & Cost Admin API (platform / developer API) — token usage and USD cost.
• Enterprise Analytics API — org adoption, per-user activity, and per-user usage across Claude, Claude Code, and Cowork.

API keys are never stored on disk. They live in 1Password and are injected at launch by the 1Password CLI (op run), which prompts for Touch ID.

Tools

Platform (Admin key):

Tool	Description
get_cost_report	USD cost over time, grouped by workspace/description.
get_usage_report	Token usage over time, grouped/filtered by model, workspace, key, tier.
list_workspaces	Map wrkspc_… ids to names.
list_api_keys	Map apikey_… ids to names/status.

Enterprise (Analytics key):

Tool	Description
get_activity_summary	Org-wide DAU/WAU/MAU, seat utilization, pending invites.
get_user_activity	Per-user engagement (messages, projects, Claude Code commits/PRs, Cowork sessions).
get_skill_usage	Skill adoption across surfaces.
get_connector_usage	Connector adoption across surfaces.
get_chat_project_usage	Conversation/user counts per chat project.
get_user_cost	Users ranked by USD spend (usage credits on seat plans).
get_user_token_usage	Users ranked by token usage.
get_usage_by_subsidiary	Rolls per-user usage up by email domain = subsidiary.

Units note: both APIs return cost amount values in USD cents. The server converts totals to dollars (total_amount_usd, value_usd); raw rows inside data remain in cents.

Prerequisites

• macOS with 1Password CLI (op) installed and its desktop app integration enabled (1Password → Settings → Developer → Integrate with 1Password CLI).
• Python 3.10+.

1. Create the API keys

Admin key (platform usage/cost) — requires the org Admin/Primary Owner role:

1. Console → Settings → Admin keys (https://platform.claude.com/settings/admin-keys).
2. Create Admin Key. Value starts with sk-ant-admin….

Enterprise Analytics key (Enterprise product) — requires the Primary Owner:

1. Analytics → API keys (https://claude.ai/analytics/api-keys).
2. Toggle Access on under Analytics API, then + Create key.

The Enterprise Analytics cost/usage endpoints reflect usage credits on seat-based plans; the engagement/adoption endpoints are the main value there.

2. Store both keys in 1Password

Create two items (any vault), each with the key in a field (e.g. credential):

• one for the Admin key
• one for the Enterprise Analytics key

Right-click each field → Copy Secret Reference to get its op://… path.

3. Point the launcher at your items

Copy the example and fill in your two references:

cp config.local.sh.example config.local.sh
$EDITOR config.local.sh

config.local.sh is git-ignored, so your vault/item names never get committed.

4. Install

./install.sh          # creates .venv and installs deps

Smoke test (triggers Touch ID, makes one live call):

echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | ./run.sh

5. Connect the clients

Use the absolute path to run.sh.

Claude Desktop — ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "anthropic-analytics": {
      "command": "/absolute/path/to/anthropic-analytics-mcp/run.sh"
    }
  }
}

Claude Code:

claude mcp add anthropic-analytics --scope user /absolute/path/to/anthropic-analytics-mcp/run.sh

Restart Claude Desktop after editing its config.

Usage examples

• "What was our total Anthropic API spend last month, by workspace?"
• "Show Enterprise usage by subsidiary for May."
• "Who are our top 10 users by Claude Code activity this week?"
• "What's our weekly active user count and seat utilization?"

Notes & limits

• Data freshness: platform ~5 min; Enterprise Analytics refreshes ~every 4h and can revise for up to 30 days. For invoice-grade Enterprise totals, query dates ≥30 days old.
• Enterprise engagement data exists only from 2026-01-01 and for dates >3 days old.
• Cost API is daily-only and excludes Priority Tier (track that via usage).

Troubleshooting

• op: command not found → install the 1Password CLI; enable the app integration.
• invalid character in secret reference → 1Password references can't contain ' or &; rename the item.
• 401 invalid x-api-key → wrong key type/role. Admin endpoints need an sk-ant-admin… key; Enterprise endpoints need the Analytics key.
• Desktop can't start it → ensure the command path is absolute and run.sh is executable. Logs: ~/Library/Logs/Claude/mcp*.log.

License

MIT — see LICENSE.