Connect Your AI Agent to Cloptima
Bring Cloptima's LLM spend, cloud, and Kubernetes cost intelligence into the AI tools your team already uses — connect directly to our hosted MCP endpoint, or run it locally with the Cloptima CLI. Same tools, either way.
What You Can Do With It
Investigate AI Spend and Governance
LLM spend and AI gateway governance make up the majority of Cloptima's MCP tools — bring them directly into your agent workflow.
What's our LLM spend by model this month?
Which prompts triggered a guardrail block?
Show me open policy violations on the AI gateway.
Bring Cloud and Kubernetes Cost Context
Pull cloud and Kubernetes cost context into incident review, deployment review, and daily engineering decisions.
What changed in spend this week?
Review Kubernetes cost by namespace.
Show me our biggest anomaly right now.
Connect However You Work
Same tool set, two ways to connect — pick hosted for zero infrastructure, or local for offline and air-gapped use.
Point any MCP client at our hosted endpoint with a token.
Or run the server locally for full control over where it lives.
Use read-only mode for safer agent access either way.
What Your AI Tool Can Access
AI Gateway Spend and Governance
Query LLM spend by model, provider, and app, inspect guardrail and policy violations, and review approvals — the largest single category of MCP tools.
Cloud Spend and Visibility
Help users ask for current spend, account health, trend summaries, and top cost drivers without leaving their AI tool.
Anomalies and Recommendations
Let agents investigate unusual spend, surface optimization opportunities, and summarize where savings are available.
Kubernetes Cost Context
Bring namespace, workload, and cluster cost context into engineering conversations and operational review.
Operational Checks
Support workflows around budgets, billing health, team attribution, and other recurring cost checks.
Works with MCP Clients
Claude, Cursor, Cline, and custom agent runtimes can all connect — over our hosted endpoint or local stdio transport.
160+ Tools, One Contract
LLM spend and AI gateway governance, cost, billing, K8s, budgets, alerts, recommendations, integrations, and teams — the same tools whichever way you connect.
Token-Based Auth
Reuse your existing Personal Access Token, with the same expiry, scoping, and revocation controls from your Cloptima settings.
Hosted or Local, Your Choice
Connect directly to our hosted endpoint for zero infrastructure, or run cloptima mcp serve locally for offline use. Use --read-only for a safer default either way.
Quick Setup
Hosted Endpoint
Endpoint: https://api.cloptima.ai/v1/mcp
Authorization: Bearer <your-personal-access-token>
# Any MCP client that supports Streamable HTTP
# can connect directly — nothing to install.Local Server (CLI)
cloptima mcp serve
cloptima mcp serve --read-only
# Claude Desktop / Cursor / Cline MCP server entry
{
"mcpServers": {
"cloptima": {
"command": "cloptima",
"args": ["mcp", "serve"],
"env": {
"CLOPTIMA_ACCESS_TOKEN": "pat_..."
}
}
}
}Typical prompts include: "What changed in spend this week?", "Show me our top anomaly", and "Break down Kubernetes cost by namespace."
FAQ
Bring Cost Intelligence to Your AI Stack
Bring LLM FinOps, governed model access, and cloud cost optimization into one operating model.